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Database Part 2 : Normalization and Relational Algebra

Database Part 2 : Normalization and Relational Algebra
h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels, s16 | 9h 11 mn | 11.74 GB
Instructor: Vignesh Sekar

Learn Database Management Systems from scratch as Database Management System forms the core of computer science
What you'll learn

You will become very familiar with the core concepts of Database Management Systems
You will be able to challenge the interviewer on questions related to Database Management Systems
You will view Computer Science in a different dimension
You will be able to answer all questions of these topics in exams like GATE,PGEE,ISRO
You will be able to get a top grade in your Database Management Systems course in your Bachelor's degree
Understand how Database Management Systems work

Requirements

Should have a PC with internet connection
Should have watched part 1 course of Database Management System

Description

Welcome to the course Database Management system from scratch !!!

Mastering the concepts of Database Management System is very important to get started with Computer Science because Database Management System is the program which is responsible for the ease with which we are able to fetch the data from the database and that is the backbone of internet today. The concepts which we are going to study is going to give a very good understanding of Database Management System and by the end of it you will be able to answer any interview question on Database Management System.

Without using Database Management Systems ,it is extremely difficult to communicate with the data in the server. Every server today has Database Management System installed in it. Through this course you will not only master the basics of Database Management Systems but also get ready for venturing into advanced concepts of Database Management Systems.

In this course ,every concept of Database Management System is taught in an easy-to-understand manner such that anybody without any prerequisites will be able to master the concepts of Database Management System in the easiest way.

Come and join me, I assure you that you will have the best learning experience of not just Database Management Systems but also the core of Computer Science in a different dimension.
Who this course is for:

Anybody who needs to learn Database Management System
Anybody who wants to pursue a career in Computer Science
Anybody who has Database Management System in the Bachelor's degree
Anybody who is preparing for interview in product based companies
If you are preparing for exams like GATE , PGEE , BITS HD , ISRO ,..etc
If you are a Computer Science Engineer

Homepage

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Computer Vision & Deep Learning in Python: Novice to Expert

Computer Vision & Deep Learning in Python: Novice to Expert
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 7.82 GB
Genre: eLearning Video | Duration: 105 lectures (13 hours, 35 mins) | Language: English

For all those who are interested in becoming experts in Deep Learning and Computer Vision using Python



What you'll learn

Computer Vison and Image Recognition Specific Deep Learning and Convolutional Neural Networks using Python for Beginners


Requirements

A medium configuration computer and the willingness to indulge in the world of Deep Learning

Description

Hello and welcome to my new course "Computer Vision & Deep Learning in Python: From Novice to Expert"


Making a computer classify an image using Deep Learning and Neural Networks is comparatively easier than it was before. Using all these ready made packages and libraries will few lines of code will make the process feel like a piece of cake.


Its just like driving a big fancy car with an automatic transmission. You just only have to know how to use the basic controls to drive it. But, if you are a true engineer, you will also be fascinated about the internal working of the engine. In an expert level, you should be able to build your own version of that car from the scratch using the available basic components. Even-though the performance may not match the commercial production line version, the experience knowledge you gain from it cannot be explained in words.


And only because of this we have our course divided into exactly two halves. In the first half we will learn the working concepts of image recognition using computer vision and deep learning and will try to implement the simple versions of popular algorithms and techniques using plain python code. In the next half we will use the popular packages and libraries to implement more complex deep learning image classification models.


Here is a quick list of sessions that are included in this course.


The first three sessions will be theory sessions in which we will have overview about the concepts of deep learning and neural networks. We will also discuss the basics about a digital image and its composition


Then we will prepare your computer by installing and configuring Anaconda, the free and open-source Python data science platform and the other dependencies to proceed with our exercises.


If you are new to python programming, don't worry. The next four sessions will be covering the basics of python program with simple examples.


And here comes the aforementioned first half with our own custom code and libraries.


In the coming two theory sessions we will be covering the basics of image classification and the list of datasets that we are planning to cover in this course.


Then we will do a step by step custom implementation of The k-nearest neighbours (KNN) algorithm. It is a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both non-linear classification and regression problems. We will use our own created classes and methods without using any external library. The theory sessions involve learning the KNN basics. Then we will go ahead with downloading the dataset, loading, preprocessing and splitting the data. We will try to train the program and will do an image classification among the three set of animals. Dogs, cats and pandas prediction using our custom KNN implementation.


Now we will proceed with Linear Classification. Starting with the Concept and Theory, we will proceed further with building our own scoring function and also implementing it using plain python code. Later we will discuss about the loss function concepts and also the performance optimization concepts and the terminology associated with it.


Then will start with the most important optimization algorithm for deep learning which is the Gradient Decent. We will have separate elaborate sessions where we will learn the concept and also implementation using the custom code for Gradient Decent. Later we will proceed with the more advanced Stochastic Gradient Decent with its concepts in the first sessions, later with implementing it using the custom class and methods we created.


We will then look at regularization techniques that can also be used for enhancing the performance and also will implement it with our custom code.


In the coming sessions, we will have Perceptron, which is a fundamental unit of the neural network which takes weighted inputs, process it and is capable of performing binary classifications. We will discuss the working of the Perceptron Model. Will implement it using Python and also we will try to do some basic prediction exercises using the preceptron we created.


In deep learning, back-propagation is a widely used algorithm in training feed-forward neural networks for supervised learning. We will then have a discussion about the mechanism of backward propagation of errors. Then to implement this concept, we will create our own classes and later implementation projects for a simple binary calculation dataset and also the MNIST optical character recognition dataset.


And with all the knowledge from the pain of making custom implementations. We can now proceed with the second half of deep learning implementation using the libraries and packages that are used for developing commercial Computer Vision Deep Learning programs


We will be using Keras which is an open-source neural-network library written in Python. It is capable of running on top of TensorFlow, Theano and also other languages for creating deep learning applications


At first we will build a simple Neural Network implementation with Keras using the MNIST Optical Character Recognition Dataset. We will train and evaluate this neural network to obtain the accuracy and loss it got during the process.


In deep learning and Computer Vision, a convolutional neural network is a class of deep neural networks, most commonly applied to analysing visual imagery. At first we will have a discussion about the steps and layers in a convolutional neural network. Then we will proceed with creating classes and methods for a custom implementation of Convolutional neural network using the Keras Library which features different filters that we can use for images.


Then we will have a quick discussion about the CNN Design Best Practices and then will go ahead with ShallowNet. The basic and simple CNN architecture. We will create the common class for implementing ShallowNet and later will train and evaluate the ShallowNet model using the popular Animals as well as CIFAR 10 image datasets. Then we will see how we can serialize or save the trained model and then later load it and use it. Even-though a very shallow network, we will try to do prediction for an image we give using shallowNet for both the Animals and CIFAR 10 dataset


After that we will try famous CNN architecture called 'LeNet' for handwritten and machine-printed character recognition. For LeNet also, will create the common class and later will train, evaluate and save the LeNet model using the MNIST dataset. Later we will try to do prediction for a hand written digit image.


Then comes the mighty VGGNet architecture. We will create the common class and later will train, evaluate and save the VGGNet model using the CIFAR-10 dataset. After hours of training, later we will try to do prediction for photos of few common real-life objects falling in the CIFAR-10 categories.


While training deep networks, it is helpful to reduce the learning rate as the number of training epochs increases. We will learn a technique called as Learning Rate Scheduling in our next session and implement it in our python code.


Since we are spending hours to train a model, if we don't checkpoint our training models at the end of a job, there is a great chance that we'll have lost all of our hard earned results! We will see how we can efficiently do that in the coming sessions.


Enough with training using our little computer. Lets go ahead with popular Deep learning models already pre-trained for us which are included in Keras library. They are trained on Imagenet data which is a collection of image data containing 1000 categories of images.


The first pre-trained model that we are dealing with is the VGGNet-16, we will download the already trained model and then do the prediction. Later will go a bit deeper with VGGNet-19 pre-trained model and will do the image classification prediction.


The next pre-trained model that we are using is the ResNet, which can utilize a technique called skip connections, or shortcuts to jump over some layers. We will do the image classification prediction with this network too.


Finally, we will get the Inception and Xception models. Which are convolutional neural networks trained on more than a million images from the ImageNet database. They learn by using Depthwise Separable Convolutions. We will download the weights and do the image classification prediction with this network too.


Overall, this course will be the perfect recipe of custom and ready-made components that you can use for your career in Computer Vision using Deep Learning.


All the example code and sample images with dataset can be downloaded from the link included in the last session or resource section of this course.


We will also provide you with a course completion certificate once you are done with all the sessions and it will add great value to your career.


So best wishes and happy learning. See you soon in the class room.


Bibliography & Reference Credits:

* CS231M ・ Stanford University, CS231N ・ Stanford University

* pyimagesearch blog by Dr. Adrian Rosebrock, PhD.

* Deep Learning for Computer Vision : Dr. Adrian Rosebrock, PhD.

* Andrej Karpathy. CS231n: Convolutional Neural Networks for Visual Recognition.

* AndrejKarpathy.LinearClassification

* Machine Learning is Fun! Adam Geitgey

* Andrew Ng. Machine Learning

* Andrej Karpathy. Optimization

* Karen Simonyan and Andrew Zisserman. "Very Deep Convolutional Networks for Large-

Scale Image Recognition"


Intro Background Video Credits:

* Machine Learning: Living in the Age of AI

Who this course is for:

Beginners who are interested in becoming experts in Deep Learning and Computer Vision using Python

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Advanced Architecting on AWS

Advanced Architecting on AWS
h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels, s16 | 13h 13 mn | 5.94 GB
Instructor: Rohan Arora

Learn how to build complex AWS solutions incorporating data services, governance, and security.
What you'll learn

Pass the AWS Solutions Architect Professional certification -- on your first try!
Apply the AWS Well-Architected Framework
Manage multiple AWS accounts for your organization
Connect an on-premises datacenter to the AWS Cloud
Discuss billing implications of connecting multi-region VPCs
Move large data from an on-premises datacenter to AWS
Design large data stores for the AWS Cloud
Understand different architectural designs for scaling a large website
Protect your infrastructure from distributed denial of service (DDOS) attacks
Secure your data on AWS with encryption
Did I mention: pass your AWS Solutions Architect Professional certification the first time you take it?
Design protection of data at rest and data in transit
Enhance the performance of your solutions
Select the most appropriate AWS deployment mechanism

Requirements

AWS Certified Solutions Architect - Associate certification recommended
Two or more years of hands-on experience designing and deploying cloud architecture on AWS
Abilities to evaluate cloud application requirements and make architectural recommendations for implementation, deployment, and provisioning applications on AWS
Capabilities to provide best practices guidance on the architectural design across multiple applications, projects, or the enterprise

Description

This course is the ultimate guide for you to learn 'Advanced Architecting on AWS' and eventually prepare you for AWS Certified Solutions Architect - Professional exam, which is considered one of the toughest among all AWS certifications till date.

Why become AWS Certified Solutions Architect Professional?

Despite the wealth of knowledge you attain by passing the AWS Solutions Architect - Associate certification, it does not really challenge your ability to build scalable, highly available, fault tolerant, secure, automatable and repeatable solutions. However, the AWS Certified Solutions Architect Professional, on the other hand, tests these skills in depth. For anyone who has started a career in AWS, this is a must have certificate at some point in time, for the following reasons:

It will deepen your understanding of various AWS services, how they work together in resilient architectures.

It will sharpen your architecting skills by leading you think from different perspectives, and consider many things in your architecture.

It will also lead you to the next level in your AWS architect career.

It will give your profile an extra edge in today's job market where there are a lot of associate level certified individuals, but there are very few people with professional level knowledge and certification both.

In this course, you will build on concepts introduced in Architecting on AWS. You will learn how to build complex solutions that incorporate data services, governance, and security on the AWS platform. You will also learn about specialized AWS services, including AWS Direct Connect and AWS Storage Gateway, that support hybrid architecture, and you will learn about best practices for building scalable, elastic, secure, and highly available applications on AWS.

In this course, you will learn how to:

Apply the AWS Well-Architected Framework

Manage multiple AWS accounts for your organization

Connect an on-premises datacenter to the AWS Cloud

Discuss billing implications of connecting multi-region VPCs

Move large data from an on-premises datacenter to AWS

Design large data stores for the AWS Cloud

Understand different architectural designs for scaling a large website

Protect your infrastructure from distributed denial of service (DDOS) attacks

Secure your data on AWS with encryption

Design protection of data at rest and data in transit

Enhance the performance of your solutions

Select the most appropriate AWS deployment mechanism

"Strongly recommended. More effective than many courses ten times the price."

Here's what some existing students had to say about my course:

Binit Datta: "This is a superb effort by Rohan! Attempting this at the heart of the AWS Cloud computing deserves kudos to the Instructor. If you want to really learn AWS deeply, this is your one stop shop."

Gustavo Tavares: " Very Good course with with kind of details that explain some problems that experienced professional had in the past but do not became sure why. The instructor provide detailed explanations and a lot of good tips for the certification exam."

Jose Floresca Jr.: "This course is short but very comprehensive at the same time. This is what most busy professionals can only ask for."

Anthony Wieczorek: "I was very happy with the material. I just missed my first AWS Associate test and this class is filing in all the blanks that I was unsure of. Super happy I found it."

This is simply the best, most comprehensive and comprehensible course that will help you build on concepts you gained from CSA Associate, and eventually prepare you to pass your AWS Certified Solutions Architect - Professional exam -- on your first try!
Who this course is for:

Individuals with AWS Certified Solutions Architect (CSA) Associate knowledge aiming at completing the AWS CSA Professional exam
Anyone who has tried other means to prepare for this exam and still lacks the right level of confidence to sit for the AWS CSA Professional exam
Students willing to dive deeper into building scalable, secure, fault tolerant, cost effective and resilient architectures on AWS
Individuals who are experienced with designing scalable and elastic applications on the AWS platform

Homepage

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Surplus Trader Secrets Masterclass Coaching Program

Surplus Trader Secrets Masterclass Coaching Program | 1.82 GB​

Learn The Secrets To Making Thousands Buying & Selling Surplus Inventory...Without Any Money Or Experience
Imagine Getting Real Solutions Like These

Learn how & where to SOURCE lots of surplus stock for ANY type of product !
- Learn how to BUY stock at the right price & negotiate like a pro !
- Learn how to buy & sell stock without using ANY storage !
- Learn how to find the RIGHT buyers who are hungry to BUY from you
- Learn to find hundreds of suppliers & buyers fast & get dozens of offers emailed every day on autopilot
- Learn how to buy & sell stock inventory WITHOUT using any of your own money !

Attention...Business Opportunity Seekers, Entrepreneurs, Ebay / Amazon sellers, Online retailers, Resellers, Wholesalers, Traders, Brokers and anyone who loves to Buy & Sell.
Are you struggling to make money?
That just sucks doesn't it. And here's the bad news..it's NOT going to get easier.
Well, let me show you the NEW modern way to buy & sell pallets & truckloads of stock
All done 100% online....that you can do from anywhere in the world.

Learn ALL the secrets from surplus & liquidation trading expert Matt Goldberg, with nearly 30 years experience in this business.
I'll show you lots of ways to SOURCE, BUY & FLIP pallets of surplus stock inventory. ALL Direct. Like a pro
Without ever holding ANY inventory or even seeing it !
From home..or even sat in a cafe
With just a laptop and a phone.

NO WAREHOUSING
- NO STOCK INVENTORY
- NO MONEY
- NO OFFICES
- NO EMPLOYEES
- NO STORAGE COSTS

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Demystifying Facebook Business Manager - Jon Loomer Digital

Jon Loomer - Demystifying Facebook Business Manager | 1.37 GB​

4-Week Training Program
Each webinar occurs on Tuesdays at 3pm EDT - New York (8pm BST - London, 5am AEST Wednesdays - Sydney).

The four live webinars will be held on the following dates:
Lesson 1: September 12 Lesson 2: September 19 Lesson 3: September 26 Lesson 4: October 3

Price for 4-week program:
If you are unable to attend one or multiple live webinars, recordings will be available - but only to registrants!

Topics Covered
- What is Business Manager and why did Facebook invent it
- Guided, step-by-step process to set up Business Manager the right way
- How to efficiently manage your clients and staff using Business Manager
- The most common FAQs answered
- How Business Manager drives ROI effectively and efficiently
- Everything you need to know to master Business Manager accounts, page roles, admin tasks, pixels, billing, and much more!

What Youll Learn
If youre spending money on Facebook / Instagram ads but Business Manager has left you feeling confused, overwhelmed, or just generally at a loss of where to even begin, then this webinar series is for you.
In this series, Andrew Foxwell, CEO and Co-Founder of Foxwell Digital, along with Jon Loomer, will personally walk you through all of the features of Facebook Business Manager, why its a must do for every business owner/entrepreneur/agency, and how to set up all the various components of Business Manager for long-term success and effective campaigns.
Andrew is not paid by Facebook to promote their ad products - hes just been advertising on the platform since its inception and he wants you to save your hard-earned time, money, and energy by utilizing the lessons hes learned over many years.

Who is Andrew?
Since co-founding Foxwell Digital, Andrew Foxwell and his wife Gracie have worked with over 250 businesses, non-profits, and organizations to launch, optimize, and manage more than 10 million in Facebook and Instagram advertising campaigns.
Past and present clients include Square, Eventbrite, Fitbit, KIND Snacks, Convince & Convert, Grand Ole Opry, and more. Andrew is a frequent contributor to Jon Loomers Pubcast, co-host of the Ecommerce Influence podcast, and has been featured in the New York Times, TechCrunch, and various other print/online publications.

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[Mirana]

Ryan Levesque - Choose Your Market

Ryan Levesque - Choose Your Market | 5.6 GB​

In my book, ASK I revealed the methodology used to successfully enter 23 different markets (ranging from tiny micro-niches in the highly-competitive jewelry market to obscure sub-niches in the massive weight loss market).
You see, choosing the right market (and validating your business idea) before you get started, is arguably the single most important decision you make as an entrepreneur.
But what I did NOT share, was how I chose those markets in the first place.

You see, choosing the right market (and validating your business idea) before you get started, is arguably the single most important decision you make as an entrepreneur.
Get this WRONG. and nothing else matters.
And so TODAY, for the first time ever, I'm going to teach you the exact process and formula I used to choose each of those 23 markets in the first place, step-by-step.
You're about to discover the most comprehensive, thorough, and battle-tested process for choosing the right market or niche, validating the business idea you're considering, and deciding what business to start.
You'll discover a simple (but accurate) mathematical formula to determine how profitable your new business will be before you begin.

Here's a SAMPLE of
What You'll Discover:
How to Measure Demand for Your Idea.
Discover if your market will pay for the product or service you're thinking of offering before spending time and money creating it.
Find out how to identify how hungry the buyers are in the market you're considering before you get started.
How to Determine Market Size & Potential.
How to get tangible data and quantitative proof about the size of the market you're thinking about going into AND if that market is sufficient to start a business and be profitable.
How to identify which of your ideas has more profit potential when you're deciding between more than one business idea.
How to Find Your Unique Angle.
Discover how to combine what you're good at, what you enjoy doing, what your audience needs, and in an area you can commit to and stick with.
Discover how to put all the pieces together to identify your "unique angle" based on your strengths, capacities, resources, and talents.
How to Determine How Narrow You Should Focus.
Discover the step-by-step formula to determine how broad or narrow you should be (including if you're afraid you maybe niching down too much.)
Find out what to do when you feel uncomfortable narrowing your focus, wanting to cover too many niches, going too broad and not drilling down deep enough
How to decide if you should niche down to multiple sub-niches, or if you should focus on a more generalized message.
PLUS: Discover how to find profitable sub-niches and micro-niches you can afford to advertise in when the market you're interested in is highly-competitive (and cost-prohibitive to advertise in.)
And MUCH much more.
How to Evaluate Your Competition.
Discover the formula to determine if there is too much competition in your market for the idea you're considering pursuing.
Find out how to carve out your "blue ocean" in a competitive red ocean market, even if you're not an expert in the market your considering.
Discover how to differentiate and position yourself against your competition in a way that ensures your idea will be a winner no matter what.
And MUCH much more.
How to Decide What to Sell & How Much to Charge.
Discover how to come up with a product that is guaranteed to sell profitably in the market you're looking at, step-by-step.
Discover the exact formula to use to figure out how to price your product or service.
Find out when you should start with a service based business (like coaching) and when you should start with a product based business model (like selling digital products) instead.
How to decide what type of product to sell (if for example, you're trying to decide between digital products or a membership site.) and a simple framework you can use every single time to make that decision easy.
And MUCH Much More.
How to Choose the Right Business Model.
How to figure out what business model you want to focus on.
Discover the pros and cons of each type of business, so you can choose a business model that fits you.
Discover what type of businesses are easiest to setup.
How to choose what business model is best to serve the niche you've selected, and how to get initial traction with that model.
And MUCH Much More.
How to Incorporate Your Passion & Purpose.
How to build a successful business that's not only about making money, but which has a purpose and is about helping people as well.
Discover a simple framework you can use to figure out which area you can add the most value to the world.
How to find a market that fits within your passion focus (even when it feels like your passion falls in a market that's "too big" for you to compete in.)
Find out the surprising truth about what's more important: Your passion and knowledge, or the size and potential of your market.
PLUS: Discover how to choose your market if you do NOT have a passion driving you to any particular market or business.
And MUCH Much More.
How to Leverage Your Prior Market Knowledge or Expertise
(And What to Do If You Don't Have Any.)
Discover how to choose a business that is aligned with your skills, interests, and potential, and which still has sufficient market demand.
How to create a product with your existing talents and knowledge.
What to do when you have too MUCH material about your topic.
Discover how to choose the right industry to apply your expertise (and how to reach that market.)
PLUS: Discover how to enter a market you want to serve if you do NOT have any knowledge, expertise, or previous experience. (HINT: You'll discover how in some cases, this can actually be MORE effective than going into a market where you DO have expertise.)
How to Choose if You're Stuck or Overwhelmed.
How to decide which market or business to select first when you have several great ideas or opportunities in front of you but can't decide.
How to choose your market when you're interested in a lot of things and it feels like there are too many options to choose from.
How to decide what market to go into when you're torn equally between two things you love. What to do if you get overwhelmed with all the possibilities and find it difficult to choose the right strategy.
And MUCH Much More.
How to Finally Move Forward & Get Started.
How to get yourself to finally take that "leap of faith" and get started, even if you're the type of person who ponders way too much and gets stuck in analysis paralysis.
What to do if you get distracted easily.
How to overcome the feeling that there might be a better niche or business.
And MUCH Much More..
PLUS: All the Most Frequently Asked Questions Covered.
How to confidently choose a market that is not just "temporary" but instead has enough potential to keep generating revenue for you for the rest of your life.
What to do if you already have a product or service, and you're afraid your market won't be interested in what it is you're offering.
How to decide if you should focus on a specific local market, or market online across different geographies.
How to decide if you should package your services together or focus on just one.
How to determine how much capital you need to start the business you want to start.
What to do when your research points you toward creating an offer that requires a bigger investment than you were planning.
How to set things up so you're not tied to any one market for a long time.
How to know which audience to focus on when you can potentially focus on more than one audience within the same market.
How to decide when it's time to move on from your idea and move in a different direction.
And Much MUCH More.

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The Modern Angular Bootcamp [2020]

The Modern Angular Bootcamp [2020]
Highest Rated | h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 Channels | 45h 17 mn | 18.85 GB
Instructor: Stephen Grider

Get job ready with Angular v8.0! Understand how to build, test, and deploy production-ready apps.
What you'll learn

Build amazing single page applications with Angular and Typescript
Master fundamental concepts behind structuring Angular applications
Realize the power of building composable components
Be the engineer who explains how Angular works to everyone else, because you know the fundamentals so well
Build a portfolio of projects to show any potential employer
Architect large apps effectively using Typescript + Angular's Module system
Handle and process data declaratively using RxJs
Leverage Angular's built in testing framework to make sure your code works correctly

Requirements

Basic understanding of Javascript
Basic understanding of how to use the command line

Description

If you want to build large, scalable apps, Angular is the Javascript framework to learn!

Angular has been under development by Google for nearly a full decade. It has one purpose: scale up to gracefully handle the largest and most complex web apps around. If you want to build a big app, Angular is the way to go. Every other course online around Angular shows you how to use the basic syntax and features of Angular, but only this course will show you how to build large, professional projects using Angular.

Mastering Angular by reading the documentation alone is challenging. The official documentation always offers multiple ways to achieve any simple task, but never clarifies what the best way to do something is. In this course, you will gain a fundamental understanding of the best way to achieve any goal with Angular, along with an explanation of the pros and cons of each possible approach.

Top companies are hungry for Angular developers. You've probably heard of the crazy salaries being offered for front-end developers. The average starting salary for an Angular developer is $115k USD. That is not an exaggeration, it is not a joke - this is how badly employers are looking for Angular developers. You can be the latest hire at a new tech startup, a fantastic engineer with amazing skills in Angular! All you have to do to earn this salary is understand Angular, and this course will help you do that.

Learning Angular will make you a better software engineer. Here's the little secret of Angular that nobody tells you about: Angular is really three different topics in one! You've got Angular itself, Typescript, and RxJs. Learning Angular isn't just about Angular, its about Typescript and RxJs as well! Typescript's goal is to help you catch errors quickly during development, rather than when you are running your app, while RxJs has a goal of helping you manage data transparently throughout your application. Understanding Typescript and RxJS will undoubtedly help you become a more knowledgeable, productive, and successful engineer. Note that you do not need any prior experience with Typescript or RxJs to take this course - I will teach you everything you need to know!

Planning on building your own apps? This course will give you a countless number of reusable code snippets that you can utilize on your own personal projects, saving you valuable time. Angular is all about code reusability, and this course will get you started on the right track. Not only will you get incredibly reusable code, but you'll also learn to integrate multiple different CSS frameworks with Angular, so you can get some custom styling that suits the needs of your app.

Learn from someone who has worked with Angular since its 1.0 release. I have worked with Angular since version 1.0, released many years ago. I've seen an incredible number of design patterns and approaches, and I've narrowed down that list to the critical topics that you need to understand. Rather than showing you every last tiny feature of Angular, you'll learn only the best way to achieve any given task.

But don't just take my word for it - check out the reviews for this course! You'll see that other engineers - just like yourself - have had great success and acquired a new understanding of how to build large web apps using Angular.

------ What You'll Learn ------

This is a long course, with just about every fact about Angular you could ever hope to know. Here's a brief subset of the topics you'll cover:

Master the fundamentals of Angular, including components, services, pipes, and directives

Create reusable components that you can plug-and-play to create dynamic, complex apps

Understand how to design and architect large apps, with a careful eye on code maintainability

Build modular apps that can easily be updated and changed

Get a handle on performance by leveraging lazy loading, supercharging the speed of your apps

Take a look at Typescript, which will help you write perfect code the first time, rather than encountering errors in the browser

Use RxJs to declaratively manage data throughout your app, leveraging built-in functions to transform your data

Test your code using Angular's excellent testing framework

Connect to backend databases like MySQL, Postgres, or MS SQL Server to add data to your app

Understand how to handle security in your Angular code

...And so much more!

This course is the resource that I wish I had when I was learning Angular - a course that is up-to-date, complete, and full of practical examples. I learned Angular years ago before any courses like this existed. Now you can learn at 10x the speed I did. Sign up today, master Angular, and get a job as a Software Engineer!
Who this course is for:

Anyone looking to learn more about Angular

Homepage

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The Complete PowerPoint and Presentation Skills Masterclass (Updated)

The Complete PowerPoint and Presentation Skills Masterclass (Updated)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 33.8 GB
Genre: eLearning Video | Duration: 575 lectures (32 hours, 41 mins) | Language: English

Learn Microsoft PowerPoint, Presentation Skills, PowerPoint 365, and become a Master at Creating/Delivering PowerPoint.


What you'll learn

Create a fully-animated business presentation
Create sophisticated and well-organized presentations
Feel more confident when delivering presentations to management

Requirements

A Windows based version of Microsoft PowerPoint 2007, 2010, 2013, 2016 or 2019 (Office 365)
Determination to improve your skills and learn easy-to-follow design practices

Description

This is the only PowerPoint course you will need if you want to learn how to design PowerPoint Presentations AND Create Compelling PowerPoint slides AND Deliver PowerPoint Presentations in a compelling, memorable and engaging manner. Most Important: You will learn how to communicate effectively with ever aspect of your visual and verbal tools.

TJ Walker is the #1 Bestseller of public speaking, presentation skills, communication skills, media training and storytelling courses here on Udemy. He will lead you through every aspect of who to accomplish your primary goal: successful communication.

Imran Afzal is a leading technology expert and trainer and the instructor of many top selling courses on Udemy in the fields of Linux and other IT specialties.


The course is divided into two main parts.

Part One covers all aspects of PowerPoint 365 ProPlus slide design and creation.

Imran Afzal will be your instructor here.

Message from the instructor:

I am going to teach you how to create impressive PowerPoint presentation that will be your guide for effective presentation. I have covered every single detail about PowerPoint in this course and it is very simple to navigate through.


Course Overview

Section 1 - Introduction

• Quick PowerPoint Refresher


Section 2 - Creating your first PowerPoint Slide

• Download and Install PowerPoint 365

• Access or Start the PowerPoint 365 ProPlus Application

• Selecting Your Slide

• Creating First PowerPoint Presentation


Section 3 - Editing Objects in Slides - Home Menu

• Cut, Copy, Paste, Duplicate Text Objects

• Selecting New Slides, Duplicate and Reuse a Slide

• Slide Layout, Resetting and Adding Sections

• Font Size, Bold, Italic, Underline etc.

• Clear formatting, Highlighting text, Changing text color

• Bullets, Numbering, List Levels, Line spacing, Alignment and Justify

• Add or Remove Columns, Text Direction, Align Text, and Convert to Smart Art

• Drawing Shapes - Text, Circles, Squares and Arrows

• Order, Group and Position Object

• Shape Fill and Outline

• Find, Replace and Select (Editing)

• Insert Shapes and Styles (Shape Format Menu)

• WordArtStyles and Accessibility (Shape Format Menu)

• Arrange and Size Text Objects (Shape Format Menu)


Section 4 - Adding Objects to Slides - Insert Menu

• Inserting Through Slide Themes

• New Slide Options

• Inserting a Table

• Table Styles, WordArt Styles and Draw Borders (Table Design)

• Add Row & Columns, Merge, Size & Align Cells, Table Size & Arrange (Table Layout)

• Insert or Import Excel Table

• Inserting Images (Pictures, Online Pictures, Screenshots, Photo Album)

• Illustrations (Shapes, iCons, 3D Models, SmartArt and Charts)

• Add-Ins (Get Add-ins and My Add-ins)

• Zoom (Insert - Link)

• Creating Links within Insert Menu

• Add Action to Objects (Insert -> Links)

• Add Comments (Insert -> Comment)

• Text, Header & Footer, WordArt, Date & Time, Slide and Object (Insert -> Text)

• Add Equations and Symbols (Insert -> Symbols)

• Add Videos to Slides (Insert -> Media)

• Insert Audio to Slides (Insert -> Media)

• Screen Recording (Insert -> Media)

• Remove Picture Background (Picture Format Menu)

• Picture Corrections, Color Artistic Effects & Transparency (Picture Adjust Menu)

• Compress, Change and Reset Pictures (Picture Format -> Adjust Menu)

• Picture Border, Effects and Layout (Picture Format -> Picture Styles)

• Picture Accessibility and Arrangement (Picture Format -> Arrange)

• Crop, and Change Picture Size (Picture Format -> Size)


Section 5 - Designing Slides - Design Menu

• Selecting Themes

• Variants

• Customize Slide (Standard vs. Widescreen) and Format Background

• Designer View of Slide


Section 6 - Transitions

• Transition from one Slide to Another

• Timing Slides with Sounds and Duration


Section 7 - Animations

• Different Type of Animations (Entrance, Emphasis and Exit)

• Different Type of Animations (Motion Paths and Additional Effects)

• Motion Path Animation for Shapes

• Animation of Pictures and Videos

• Timing Animated Objects

• Objects Sequence or Reorder

• Deleting Animation From Objects

• Adding Multiple Animation to an Object (Advance Animation)

• Animation Pane, Trigger, Animation Painter (Advance Animation)


Section 8 - Slide Show

• Starting the Slide Show

• Setting Up Slide Show

• Rehearse Timings (Set Up Slide Show)

• Record Slide Show

• Play Narrations, Use Timings, Show Media Controls (Slide Show)

• Monitors and Presenter View (Slide Show)


Section 9 - Review

• Proofing, Accessibility and Insight (Review)

• Language (Review)

• Adding and Deleting Comments (Review)

• Comparing Presentations (Review)

• Hide or Delete Ink (Review)


Section 10 - View

• Changing Presentation and Slide Views (View)

• Master Views (View)

• Ruler, Gridlines and Guides (View)

• Zoom (View)

• Color and Grayscale your Presentation (View)

• New Window, Arrange All, Cascade, Move Split and Switch Window


Section 11 - Help

• Get Online Help

• Contact Support

• Feedback

• Show Training

• What's New


Section 12 - File Menu

• PowerPoint 365 ProPlus Information (FILE -> Info)

• Saving Presentation

• Print, Share, Export and Close

• Account and Feedback

• General Options

• Proofing Options

• Save, Language and Ease of Access Options

• Advance Options

• Customize Ribbon, Quick AccessToolbar, Add-in and TrustCenter (Advance Options)



Part Two will cover all aspects of PowerPoint Presentation delivery

TJ Walker will be your instructor here.

Message from the instructor:

"I am going to teach you how to deliver an effective and memorable presentation while using PowerPoint slides. Remember, any fool can stand up and read off of slides and put everyone in the room to sleep. Then Pat himself on the back that he did a professional job and didn't make any mistakes and covered all the material. This is shortsighted thinking.

I'm going to teach you the following:

How to start every PowerPoint presentation in a compelling engaging way.

How to not rely on the PowerPoint presentation as your notes or Teleprompter.

A 100% Reliable means of testing The effectiveness of everyone of your PowerPoint slides before showing it to your real audience.

The fastest and easiest way of rehearsing every PowerPoint presentation.

A full proof way to completely eliminate all nervousness before giving a PowerPoint presentation.

The ultimate way of testing the effectiveness of your entire PowerPoint presentation before and after every Delivery." TJ Walker

Who this course is for:

Students
Business professionals

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[Srbin]

Sales skills master - first half of the sale (sales skills)

Sales skills master - first half of the sale (sales skills)
h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 channels, s16 | 5h 53 mn | 7.2 GB
Instructor: Stefan Devito, 10X skillsmastery

Sales skills training from greeting to pitch - powerful sales & pitching techniques for the first half (sales skills)
What you'll learn

Sales skills: exactly what to say and how to say it
Lead generation
Sales hacks and tips
Sales presentation
Pitching
Greeting and introduction
Qualifying
Fact finding
Trial closing

Requirements

a notebook to take notes

Description

"I have learnt several new techniques to master sales which I haven't come across in other videos. I highly recommend this course." - Piotr. Matyjasiak

"I love this course. Stefan gives some of the amazing examples for selling that I never thought of." - J. Davidnoos

After having taken this course, you will possess the skill of selling - meaning everything from the greeting up to and including the pitch - the so-called "first half of the sale". In another course you can deep-dive into the second half, which is closing and handling objections.

Sales skills training: greeting to pitch: The best closing techniques and objection handling do not help if you do not know how to give an excellent sales presentation.

In this course, you learn everything you need to know, from the greeting and introduction, to the qualifying, fact finding, to the sales presentation and trial closing. Apart from the close and objection handling, this is a full fledged sales course providing everything you need to know.

FIRST, this sales skills course teaches you the best possible way to make a great first impression - the module on Greeting and introduction covers the best ways how to professionally introduce yourself and build rapport from the first word out of your mouth.

Salespeople get hung upon or told "no interest" especially because they tend to mess up the first 5 seconds of the call. This module is going to make sure you do not mess up this crucial first impression by teaching you both tonality and what to say in order to come across as intriguing and interesting.

Most people think sales is all about talking. Wrong. Sales is first and foremost all about asking the right questions and listening actively.

SECOND, in this sales skills course, you are going to learn how to not make the biggest mistake sales people are making - they talk too much and listen too little. Working with sales teams around the globe, the instructor has built a track record of asking the right questions throughout all regions and sectors. The result is a condensed but powerful course in which you are going to learn

What questions to ask

How to qualify for money and interest

Which tonality to use for maximum success

What line of questioning to follow to get answers to even the most personal questions

How to build massive rapport with the prospect while fact-finding

How to understand which personality type the prospect is having

How to tailor your presentation based on the qualifying you did

How to let the prospect tell you how he wants the product presented in order for him to buy

How not to fall into traps and make mistakes many sales people are making

How to listen actively

And finally, how to bring your overall sales skills to a whole new level

Good questions lead to good answers, bad questions lead to no answers.

This sales skills course specializes on how to ask the right questions in sales. In sales, it is key to be a good listener and ask the right questions.

in this course, you are going to learn what to mistakes to avoid in the fact finding process, which questions are good and which ones are not and in which order to ask the questions.

you will learn how to be a good listener and build rapport while asking questions.

this course will enable you to gather massive amounts of intelligence on the customer that will help you sell your product or ideas to them in the right way.

Confidence comes through knowledge. Confidence increases learning which leads to more knowledge. This course can be a game changer for your knowledge!

THIRD, the sales presentation is the crucial part of the sale and you know it. No room for mistakes. No room for improvising and hoping. You need a solid system, don't you?

You do not need a good pitch, you need an outstanding pitch. In other words, your high school presentation skills won't get you anywhere near the level of buy-in you need from the prospect.

In this sales skills course, you are going to learn how to give a killer sales presentation using the power of stories, subconscious communication and cognitive biases for your 10x pitch.

Telling stories like a master, after having taken this course, you will not even have to "sell" to them, because they will want to buy. People hate to be sold to be sold to, but they love to buy. A great story thus makes a selling-situation into a buy-situation.

Storytelling is a powerful technique underutilized by sales professionals today. However, with the right framing and understanding of psychology, a powerful story will make their limiting beliefs crack down and you will be able to persuade them of your idea, product or service. When you give a great sales presentation, you won't have to do much selling any more, because they want to buy.

In this sales skills course, you also learn how to build your perfect pitch in 5 steps. Inspired by venture capitalists like Geoff Moore and Oren Klaff, blended by some of the best technique of the (in)famous Wolf of Wall Street, Jordan Belfort as well as other experts in the field such as Russell Brunson and Grant Cardone, the instructor has years of experiences in applying a combination of those techniques with maximum results. For the first time, he decided to teach this blend of powerful strategies to a larger group than his own sales people.

Diving deep into the human mind, this course will also teach you

How to frame in an idea to create intrigue, scarcity and urgency

How not to be needy in the eyes of your prospects and instead flip the script and let them chase you

How to anticipate and overcome objections way ahead of time

How to pitch to their emotional side while at the same time giving them loads of numbers and making logically sense of your deal

How to create hot cognitions in your prospects brain, the ultimate sense-overflow in the prospect's mind that gets them to chase you

This sales skills course on focuses on the most important part of sales: the pitch, meaning the sales presentation - how to pitch to get your ideas fully across. It allows you to clearly frame your idea, product or service to get maximum venture capital. It focuses on the delivery of the pitch, what to say and how to say as well as how to structure your pitch, while giving loads of background what happens in the prospect's mind when you do so.

This course builds key sales skills, sales strategies and sales techniques to sell just about anything! Learn the world's best sales techniques from the biggest sales experts of all times: Grant Cardone, The Wolf of Wall Street - Jordan Belfort, Brian Tracy, Oren Klaff, Jeb Blount, Mr. Inside Sales Mike Brooks, Clickfunnels founder Russell Brunson and many more. This cutting-edge sales skills training course is exclusively available on udemy and only for a limited time.

WHO IS THIS TRAINING FOR?

This sales training course is made for you if you want to improve your sales skills and gain a solid foundation in sales and persuasion.

WHO IS THIS TRAINING NOT FOR?

Anyone seeking to learn closing strategies as well as how to handle objections. The instructor provides separate deep dive modules into those areas in separate courses, that work in perfect combination with the skills you learn in this course.

Finally this offer even includes a 30-day full money back guarantee, so there is no risk at all but a huge upside...

Who this course is for:

Sales professionals
entrepreneurs
start-ups
solopreneurs
public speakers

Homepage

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Rest API Testing(Automation) from Scratch -Rest Assured Java

Rest API Testing(Automation) from Scratch -Rest Assured Java
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 10.4 GB | Duration: 24 hours


What you'll learn
By end of this course,You will get complete knowledge on REST API Automation testing
You will be able to DESIGN and IMPLEMENT structured API AUTOMATION FRAMEWORKS with REST Assured API
In-depth understanding of REST API Automation using RestAssured with real time examples
Thorough knowledge on REST Manual testing tools like POSTMAN with many Practise API's demo
***** We have dedicated INSTRUCTORS to help you with queries within 24 HOURS, resume preparation, Interview questions
Additional knowledge on generating excellent client reports for API Test execution results

Requirements
******You need NOT have any Prior API Testing experience to start this course********* This course teaches everytopic from scratch level
Even non Programming candidates can follow this course comfortably
Though these are online Lectures.You will have Life Time instructor support.You can post your Queries in discussion board or can contact me directly, Will respond in less than 12 hours
All RESTAPI automation Installation setup including Java knowledge is taken care as part of course
Theoretical Material and Code dump are available for download
***Honored with BEST SELLER Tag by Udemy for our most trusted commitment to students***
Description
***Course last updated on Feb 8th with OAuth 2.0 Google Authentication real time examples************
REST Assured API is powerful API released by google (just like Selenium for Web) to Automate REST API's. 70% of the IT industry now heading towards this API for automating Services
Learn Everything You Need to Know About REST API Automation including Postman Even If You've Never worked Before on API's
Course covers Basics To Advanced Level With Rest Assured, Postman, Java, TestNG, Framework Implementation From Scratch with rich examples like Jira, Twitter, Youtube, Google Maps API examples

What made this course Unique from other courses?
Only course on Internet which covers on JIRA, TWITTER, GOOGLE MAPS AND YOUTUBE API examples"

---> No other course covers topics covered in this course with such great depth of detail. For proof, You can cross check with other tutorials if they cover Jira youtube etc,,

********************* WHAT MAKES THIS COURSE BEST? *****************************

We assume that students have no experience in automation/coding and start every topic from scratch and basics.

Examples are taken from TESTING REAL TIME HOSTED Rest APIs to understand how different components can be automated, that will give you idea of industry level framework and give you confidence.

NO PRIOR CODING OR AUTOMATION EXPERIENCE NEEDED, this course covers all the necessary topics.

Get more than 30 hours of unique content with real example code files provided to refer and learn with examples.

********************************************************************************************

Course is prepared on utmost care of picking real world scenarios what actually industry does in testing the REST API's and they were neatly delivered with every basic concept till framework building level

On course completion You will be Mastered in REST API Automation and can implement Successfully it in your work place or will surely land on High Paying Job

We start from Beginners level and go through Advanced FRAMEWORK level. This is a single course for everything you need to know related to Rest API Manual testing and Automation.

This course explains :

What is REST API's?
Understanding the REST API architecture
Terminologies such as Endpoint, Resources,Payload,Parameters
What is POSTMAN?
How to test API's with Postman?
Different type of REST requests
What is REST ASSured?
Setting up REST ASSURED environment for automation
Discussion on google API's for automation
REST Assured methods
REST Assured validations
Methods to validate Json and xpath responses
Optimizing scripts to Framwork standards
Discussion on JIRA API's
Discussion on Twitter API's
Understanding OAUTH authentication
POJO Classes usage
Serialization & Deserialization for Json inputs and outputs
Tons of examples on automating API's with rest assured validations
Logging feature to log responses
Migrating project to TESTNG framework
Building Maven setup as build management tool
Creating BAT file to run whole project on single click

At the end of this course you can pick any REST API over Net and can automate it comfortably with all necessary valdiations

Happy Testing and Wish you Good luck!!!!!!!

Who this course is for:
Manual testers, Non-programming aware testers interested in learning Automation
Any Software engineer who are interested in Mobile Technologies
Freshers/Graduates/ Software Testers

Homepage

Download: Englische Tutorials

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Programming with Data: Python and Pandas LiveLessons

Programming with Data: Python and Pandas LiveLessons
Video: .MP4, 1280x720 30 fps | Audio: AAC, 48kHz, 2ch | Duration: 4h 1m 58s
Genre: eLearning | Language: English | Size: 7.21 GB

Learn how to use Pandas and Python to load and transform tabular data and perform your own analyses. In Programming with Data: Python and Pandas LiveLessons, data scientist Daniel Gerlanc prepares learners who have no experience working with tabular data to perform their own analyses. The video course focuses on both the distinguishing features of Pandas and the commonalities Pandas shares with other data analysis environments.

In this LiveLesson, Dan starts by introducing univariate and multivariate data structures in Pandas and describes how to understand them both in the context of the Pandas framework and in relation to other libraries and environments for tabular data like R and relational databases. Next, Dan covers reading and writing to external file formats, split-apply-combine computations, introductory and advanced time series, and merging and reshaping datasets. After watching this video, Python programmers will gain a deep understanding of the Pandas framework through exposures to all of its APIs and feature sets.

Skill Level
Beginner
Intermediate

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Complete Tensorflow 2 and Keras Deep Learning Bootcamp

Complete Tensorflow 2 and Keras Deep Learning Bootcamp
BestSeller | h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 channels, s16 | 19h 10 mn | 6.76 GB
Instructor: Jose Portilla

Learn to use Python for Deep Learning with Google's latest Tensorflow 2 library and Keras!
What you'll learn

Learn to use TensorFlow 2.0 for Deep Learning
Leverage the Keras API to quickly build models that run on Tensorflow 2
Perform Image Classification with Convolutional Neural Networks
Use Deep Learning for medical imaging
Forecast Time Series data with Recurrent Neural Networks
Use Generative Adversarial Networks (GANs) to generate images
Use deep learning for style transfer
Generate text with RNNs and Natural Language Processing
Serve Tensorflow Models through an API
Use GPUs for accelerated deep learning

Requirements

Know how to code in Python
Some math basics such as derivatives

Description

This course will guide you through how to use Google's latest TensorFlow 2 framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google's TensorFlow 2 framework in a way that is easy to understand.

We'll focus on understanding the latest updates to TensorFlow and leveraging the Keras API (TensorFlow 2.0's official API) to quickly and easily build models. In this course we will build models to forecast future price homes, classify medical images, predict future sales data, generate complete new text artificially and much more!

This course is designed to balance theory and practical implementation, with complete jupyter notebook guides of code and easy to reference slides and notes. We also have plenty of exercises to test your new skills along the way!

This course covers a variety of topics, including

NumPy Crash Course

Pandas Data Analysis Crash Course

Data Visualization Crash Course

Neural Network Basics

TensorFlow Basics

Keras Syntax Basics

Artificial Neural Networks

Densely Connected Networks

Convolutional Neural Networks

Recurrent Neural Networks

AutoEncoders

GANs - Generative Adversarial Networks

Deploying TensorFlow into Production

and much more!

Keras, a user-friendly API standard for machine learning, will be the central high-level API used to build and train models. The Keras API makes it easy to get started with TensorFlow 2. Importantly, Keras provides several model-building APIs (Sequential, Functional, and Subclassing), so you can choose the right level of abstraction for your project. TensorFlow's implementation contains enhancements including eager execution, for immediate iteration and intuitive debugging, and tf.data, for building scalable input pipelines.

TensorFlow 2 makes it easy to take new ideas from concept to code, and from model to publication. TensorFlow 2.0 incorporates a number of features that enables the definition and training of state of the art models without sacrificing speed or performance

It is used by major companies all over the world, including Airbnb, Ebay, Dropbox, Snapchat, Twitter, Uber, SAP, Qualcomm, IBM, Intel, and of course, Google!

Become a deep learning guru today! We'll see you inside the course!
Who this course is for:

Python developers interested in learning about TensorFlow 2 for deep learning and artificial intelligence

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