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Siemens TIA Portal Step 7 WinCC PLC HMI (PLC-S)

Siemens TIA Portal Step 7 WinCC PLC HMI (PLC-S)
BestSeller | h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 channels, s16 | 29h 19 mn | 19 GB
Instructor: Paul Lynn

Learn (hands-on) to create complete PLC and HMI solutions from absolute zero in TIA Portal.
What you'll learn

By the end of this course, you will be able to program Siemens PLCs using ALL of the IEC programming languages supported in TIA Portal.
You will know how to create complete HMI projects using WinCC RT Professional.
At your next interview, you'll be able to bring your laptop with a fully functional PLC program and HMI both running live to actually demonstrate everything you've learned in this course (which will be quite a lot).

Requirements

Coming into this course, you should already have a basic understanding of PLC / HMI terminologies and basic computer literacy.
If you don't think you're quite ready, check out my beginner's PLC course, "PLC Programming from Scratch (PLC I)."

Description

By now, you already know the basics. You know what digital and analog signals are. You know what "PLC" and "HMI" mean. You know what an INT and a BOOL and a FLOAT are. As long as you're at LEAST that far, you'll be able to handle this course. If you aren't quite there yet, I strongly recommend you check out my first PLC programming course which teaches from the most elementary fundamentals all the way up to creating complete solutions with best practices.

For those of you who are still here and think you're ready, you're about to learn Siemens PLC and HMI programming end-to-end and top-to-bottom. There will be some familiar info covered such as alarm programming and HOAs, but we aren't going remedial here. Most of the focus will be on creating a complete program for a theoretical system and doing so with LAD, FBD, SCL, STL and GRAPH programming paradigms. If you've already completed my PLC IV course, this should be a piece of cake.

But no PLC is complete without an HMI, right? No worries! We're getting into all of that as well and best of all - you'll be able to follow along in your own (fully-functional 21-day trial version) copy of the software. So you'll be creating PLC programs, creating HMI projects, simulating both and making them talk to each other. It's everything you need and want to develop a HIGH comfort level with Siemens technology!

For those of you who might not think you're ready, you can always take a look at my other PLC programming courses. There are four courses that take a person from knowing nothing about anything to being able to program anything that walks (or doesn't).

PLC I teaches you how to program with the focus on ladder logic, which is the most popular PLC programming language. The goal is to teach you everything you need to know to make a PLC do what you want it to do. You are also given all the software necessary to both CREATE and RUN your own programs live - right on your own computer.

PLC II forces you to take what you've learned and solve problem after progressively harder problem unassisted. You get a spec and are told simply: "Make it work, and don't progress until you have." After, you get to watch me solve each one as well. By the end, you don't just know how to program - you are a PROGRAMMER.

PLC III gives you both knowledge and experience in FIVE different HMI / SCADA development environments. By the end, you've created several COMPLETE visualization (screen) projects that you can actually run on your own computer (and SHOW PEOPLE in an interview) with no additional hardware.

PLC IV is only for the heavyweights. This course teaches you how to program using all five IEC programming languages (plus one more) in multiple environments. There are projects as well, so by the end, you have seen it all and DONE it all as well. There won't be anything anybody can show you that you won't already be familiar with.
Who this course is for:

This course is perfect for anybody wanting to learn PLC / HMI development using the latest Siemens development platform(s).

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Qt Quick and QML For Beginners : The Fundamentals

Qt Quick and QML For Beginners : The Fundamentals
h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, stereo | 14h 34 mn | 10.11 GB
Instructor: Daniel Gakwaya

Build Cross Platform Fluid And Dynamic UIs. Run Them on Windows, Mac, Linux, Android,iOS and Embedded.
What you'll learn

The basics of working with the QML language
Working with Qt Quick basic elements and building your own in QML
Signals and slots in QML
Working with input elements
Working with Javascript in QML
Positioning elements in QML
Running your QML Apps on Android
Qt Quick Controls 2 framework
Working with Dialogs in QML
Models,Views and Delegates
Transforms,Transitions and Animations
Networking : Fetching HTTP Data and JSON(REST) APIs
Settings and Local Storage

Requirements

Open mind and strong willingness to learn
A basic understanding of Javascript will be useful but not required
An eye for design

Description

Qt Quick (QML) is the latest and greatest technology from the Qt Framework, to build slick looking , fluid, dynamic and cross platform User Interfaces that can run mobile devices(Android,IoS, touch devices (embedded) and any major desktop platform out there(Linux,Windows,Mac). Qt Quick can be used to build stand-alone applications, but it can also be interfaced and/or extended with a C++ back end.

The main aim of this course is to help you succeed in becoming a Qt Quick/QML GUI Designer and do so in the most effective amount of time possible. The course is packed with lots of straight to the point, easy to understand demos, that are carefully designed to help you master a given Qt Quick UI development topic at hand.

The target student is anyone willing to add Qt Quick/QML UI design to their stack of skills. While Qt Quick is built on top of Qt and C++, no knowledge of Qt or C++ is required. The course will equally be useful to both designers willing to jump into Qt Quick and existing C++ developers willing to level up their skills in fluid UI design.

We start by getting your development environment set up and get you to run your first Qt Quick application. We then jump into topics like

Dissecting the QML Syntax , where we explore subjects like the QML syntax, Basic Types of QML, Properties and Handlers,Property Binding and the Qt Quick Global Object;

Qt Quick Basic Elements, and look at elements like Rectangle,Text, Image and Item;

Signals and Slots;

Working with Javascript, where we explore the javascript environment available to you in QML, where and how to type your Javascript code in QML files, functions and scope and importing external Javascript files;

User Input Elements : TextInput, TextEdit, MouseArea and drag and drop, Keys Attached Properties, KeyNavigation and FocusScope

Qt Quick Positioning and explore subjects like Anchors, Positioners, Layouts and Flow

Qt Quick on Mobile Devices : we take you on a detailed journey on how to run your Qt Quick Apps on Android and guide you on how you would do the same on IoS.

Qt Quick Controls where we explore a host of Ui Components available and ready to be consumed by your awesome apps ;

Dialogs : ColorDialog, FileDialog,FontDialog, MessageDialog and Custom Dialogs

Model , View and Delegate where we explore the pieces of the puzzle needed to take advantage of the Model View Delegate Architeture in Qt Quick

Transitions, Transforms and Animations : Oooh Animations! This is the most fun and captivating subject for me in Qt Quick. We take you on a tour of how you animate your Qt Quick Components and bring your designs to life using tricks like states and transitions.

Network : We show you how to download HTTP data using XmlHttpRequest and how to consume REST APIs in your Qt Quick apps using the same Javascript Object

Storage : We first use the Settings component from the Qt.labs module to save and load your applications settings and do the same thing using the LocalStorage module that is backed by an embedded SQLite database.

Qt is the platform of choice for thousands of software projects and some of the most successful companies on the planet. Learning Qt Quick will certainly level up your abilities in taking advantage of this rich and awesome framework. Please check out some of the preview videos and lets get you STARTED building slick and fluid User Interfaces with Qt Quick.
Who this course is for:

Designers willing to jump into Qt Quick Prototyping and UI Design
Existing Qt C++ Programmers willing to add Qt Quick to their Arsenal
Anyone willing to build Fluid and Dynamic User Interfaces capable of running on desktop, mobile and embedded devices

Homepage

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How to Become a DJ - Learn How to Start DJing Online Today

How to Become a DJ - Learn How to Start DJing Online Today
BestSeller | h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels, s16 | 10h 46 mn | 7.16 GB
Instructor: Ross Palmer

Professional DJ School - 11 hours of high-quality content. Former students on: Armada, Spinnin, Ultra, Revealed, & more!
What you'll learn

How to DJ - Learn how to become a DJ online: This best-selling, top-rated online DJ school is a complete masterclass with 11 hours of high quality video.
You will have EVERY skill needed to play in front of the largest crowds and win. You won't have to rely on a pre-recorded set to play like a virtuoso.

Requirements

You should own or have access to Pioneer DJ Equipment, XDJ-RX, CDJ1000/DJM800 or better. NO LAPTOP DJS HERE, USB ONLY!
Recommended (but not necessary) software: Ableton Live, Rekordbox, Mixed In Key

Description

Learn how to become a DJ online: This best-selling, top-rated Udemy DJ course is a complete masterclass with 11 hours of original, high quality instruction.

Hi there everyone!

My name is Ross Palmer, and I'm going to show you how to become a DJ online, at a world-class level.

Here's a demo mix of me showing off some of the skills you'll learn in my online DJ school: vimeo dot com /274562678/eadfd0b470

I spent 13 years building my DJ technique, starting from vinyl turntables and moving all the way up through CDJs. I've been passionate about dance music since I was 11 years old, and I started professionally DJing when I was 18.

After years of honing my craft, I was fortunate enough to get a job at Armada Music*. During my time there, I worked alongside some of the best DJ's in the world of dance music today. I witnessed that my own ideas and theories of DJing were superior to those of many signed artists, and it was a complete validation of the skills I had built over so many years. I had some tricks up my sleeve that even top people had never thought of!

Today, former students of my DJ school and direct mentors are currently playing to packed crowds at festivals, in stadiums, and at the world's most prestigious clubs, including Tomorrowland, EDC, and more. And I can say with 100% confidence, these are the skills the world's top DJ's use to crush it in front of any crowd, every time. How you execute these skills is all about how often you practice, but these are definitely the technical foundations on which you can learn how to become a DJ online, at the highest level.

Sections 1 and 2 will cover all the basics of how to DJ - everything you need to get started. I'll even give you some advice on purchasing your first deck and how to book your first show.

In Section 3, the DJ classes dive deeper into the different tools needed to create a really engaging show, including how to make seamless transitions in a pinch and a super easy way to spice up even the most boring sections of a track. I will even walk you through creating a playlist to fill a 1-hour set, which is a lot longer than it seems if you're doing it right.

Section 4 will focus in on advanced techniques that will help you learn how to be a DJ like the pros. In addition, you will learn how to mix faster and more precise, as well as secret tricks the pros use to make their show sound larger than life. Finally, we will talk about showmanship and how to really polish your performance to take your DJ'ing to the highest level.

My former students and good friends are signed to the world's best labels right now, Spinnin', Ultra, Revealed and more. I've been very fortunate to learn how to DJ from professionals at the highest level, and now you can learn to DJ online, anytime, anywhere.

But don't take my word for it: have a look at the reviews of my DJ school and see for yourself - thousands and thousands of happy students have already taken the course and left their reviews.

And it's not just the course itself, many students have already asked hundreds of questions in the Q&A section, and I do my best to answer every single one. We've built a community where all can learn how to improve, and that's the massive value of this course.

Thanks for reading,

Ross

*Note: This course is not affiliated with or endorsed by Armada Music. All the music used in this course is royalty-free music for the purposes of demonstration!
Who this course is for:

Anyone who wants to know what it takes to REALLY DJ like a professional. I've taught and learned from real-life, major DJs playing shows like: Tomorrowland, Ultra, and more.
People who want to know what the top tier of DJs actually do, including closely guarded industry secrets.

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Learn the ART of Substance Painter

Learn the ART of Substance Painter
h264, yuv420p, 1280x720 |ENGLISH, aac, 44100 Hz, 2 channels, s16 | 19h 29 mn | 15.41 GB
Instructor: Kevin Oxland

Learn to use the latest Substance Painter (and Designer) and become a professional game environment texture artist.
What you'll learn

Once you complete the course, you will be able to use Substance Painter confidently, and tetxure your models to a standard that is fit for game production.

Requirements

A desire to learn Substance Painter, and a PC / Mac is required in order to take this course.

Description

Course updated November 2019.

*** NOW FEATURING SUBSTANCE DESIGNER ***

A whole new section, consisting of 12 new Substance Designer tutorials, has been added to the Substance Painter course. This section will teach you how to use Designer. It will also show you how to take your materials from Substance Designer into Substance Painter, and consequently exported into Unity where we will replace our floor textures with the texture material we create in Substance Designer.

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*** NOW FEATURING SUBSTANCE ALCHEMIST ***

A whole new section, consisting of 5 new Substance Alchemist tutorials, has been added to the Substance Painter course. This section will teach you how to use Alchemist. It will also show you how to take your materials from Alchemist into Substance Painter, and consequently exported into Unity.

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WHAT YOU ARE GOING TO DO IN SUBSTANCE PAINTER:

Creating textures for video games is an art form in its own right. Simply pulling assets from an online store, and dropping them into an off the shelf game engine isn't enough in today's competitive industry. You need fundamental art skills, and if you want to stand out from the crowd, you need to create your own art, and present your skills to potential clients / employers.

With 30 years of game development experience in art and design, I will show you how to create your own game ready textures from scratch. You will begin with the basics within Substance Painter, and move onto texturing a stunning 3D game environment presented in Unity. I WILL SUPPLY ALL THE MODELS for the course to remove any anxiety of modelling the assets first so you can focus solely on texture creation. You WILL NOT be using library assets.

DESIGN / STORY / EMOTION:

Creating video game art is at the heart of this course, but creating visuals is not just about the art, it's also about the ideas and the design that spawn the art. The story you can tell through visual interpretation and the emotion your scene can invoke through textures and lighting, is also key to creating a successful scene. I will show you techniques on how you can convey this in your texture work, lighting and your scene layout.

THE TECHNICAL STUFF:

We'll create PBR (Physically Based Rendering) textures in Substance Painter, and drop them into Unity where we'll build the scene using the textures you have created. I will then take you through lighting in Unity and give you thorough understanding of how it works and how to set it up, and show you how to create stunning portfolio shots from within Unity and Substance Painter.

This course is perfect for anybody seriously wishing to pursue a career as a texture / environment artist in the games industry and would like to follow the process of texturing an entire scene with varying materials and techniques.

It's suitable for beginners to Intermediate levels. The more advanced artists may find that you're going over old ground in some areas, but it can still be a worthy refresher course. Over time, the course will get regular updates and keep on trend with industry techniques and standards. New content will also be added in the future.

This IS NOT a modelling or character animation course. These are very specific disciplines within the games industry, and here we are primarily focusing on highly detailed, texture creation for environments.
Who this course is for:

If you're interested in becoming a texturing Ninja in the video games industry while using all the latest industry standard tools and techniques, then this course is for you.

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Database Management System from scratch - Part 1

Database Management System from scratch - Part 1
h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels, s16 | 11h 52 mn | 15.24 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 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

Have a PC with internet connection
Even ZERO knowledge in Database Management Systems is fine - I'll teach you everything you need to know

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 from scratch
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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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

Download: Englische Tutorials

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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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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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