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Real-World Machine Learning Projects Using TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 488 MB
Genre: eLearning | Language: English​

Machine learning algorithms and research are mushrooming due to their accuracy at solving problems. This course walks you through developing real-world projects using TensorFlow in your ML projects.
The initial project will deal with assessing the viability of expanding your Restaurant business using a single variable linear regression. You will use Linear Regression with multiple variables with an example involving buying and selling a property at the best prices and use a dataset containing 11 features to deal with it. Next, you will create an algorithm to detect anomalous behavior in server computers using Gaussian methods. Finally, you'll design and build a convolutional Neural Networks model on a Traffic Signal Classifier from scratch.
By the end of this course you will be using TensorFlow in real-world scenarios, and you'll be confident enough to use ML Algorithms to build your own projects.
The code bundle for this video course is available at -

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React Fiber v16 Essentials
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 23 | 132 MB
Genre: eLearning | Language: English​

Dive in and learn React Fiber v16. Learn the new features of React v16 in-depth.
If you want to take your React skills to the next levels and learn the new features of React v16 this is the course for you!
In essence, you'll learn:
What are Error Boundaries, When to use Error Boundaries and why to use Error Boundaries. You will learn the importance of this feature and the new behaviour of React v16.
What are Portals, When to use Portals and why to use Portals. You will learn the importance of this feature. You will learn how to build Modals with React v15 first and then compare it to React v16 to understand how this feature helps us.
How to use the Strings as return type feature to return strings from components.
How to use Fragments to make your components ligher. You will learn the importance of this feature.
There are lots of free tutorials and videos on YouTube. So, why would you want to take this course?
The answer is straight and simple: The quality of teaching. In this course we will talk about each feature in-depth to understand why, how and when to use it. Also, we will discuss about the pro and cons of these features.
Each section is equipped with examples and discussion to make sure you understand each feature completely.
Notice that all the videos are produced with high quality video/audio, to provide you the best learning experience.

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Learn Register the Report from Back End in Oracle Apps R12
MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 1 Hours | Lec: 10 | 126 MB
Genre: eLearning | Language: English

Step by Step Report Registration Steps from Back End in Oracle Apps R12 for Beginners to Expert​

Oracle Applications is a tightly-integrated family of application products that share a common look and feel. Using the menus and windows of Oracle Applications, you have access to all the functions you need to manage your business information.

Oracle Applications is highly responsive to users, supporting a multi-window graphical user interface (GUI) that provides you with full point-and-click capability. You can use your mouse or keyboard to operate graphical controls such as pull-down menus, buttons, pop lists, and check boxes. In addition, Oracle Applications offers many other features such as field-to-field validation and list of values to help you simplify data entry and maintain the integrity of the data you enter.

The best way to familiarize yourself with the common look and feel of Oracle Applications products is to log in and use the products. This chapter describes how to get started with Oracle Applications and provides you with the basic information you need to explore Oracle Applications in greater depth.

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VPS Mastery: Build a Secure PHP Web Server with Ubuntu
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 2.93 GB
Duration: 3 hours | Genre: eLearning | Language: English​

Step by Step guide to setting up Ubuntu, Nginx and PHP on DigitalOcean VPS
What you'll learn
Take a plain installation of Ubuntu Server and turn it into a web server running PHP & MySQL
Increase web server security
Install various PHP Applications including WordPress
Requirements
Use the command line or terminal
Digital Ocean account is preferred but optional
Description
Teach Your PHP Elephant to Swim in the Digital Ocean
Are you tired of poor hosting?
Do you want the latest version of PHP?
Do you want the latest in security?
Want a free HTTPS certificate?
Find out how to secure your websites from an attack infecting all of your websites.
Then.. Enrol in our course today and starting making your own hosting!
Hi, my name is Daniel Platt and I have been my own web servers since forever.
Watch over my should as I build a web server and use it to host a Wordpress site.
You want the latest version of PHP
Other hosting provider needs to do months of testing before they will roll latest version of PHP, by which time it's out-of-date.
You want the latest in application security
Your hosting provider wants to keep compatibility for everyone, which minimising their support costs.
Free HTTPS certificate
I'll show you how to get free https certificates for you website.
The real kicker is it's more convenient than buying them!
Still not convinced?
If you try to find prebuilt hosting from a hosting provider, you'll need to consider:
Cost
Setup Time
Features
Software Versions
Support
It can be a headache!
If you want to take control of your hosting, then you need this course.
Build it your way!
We will show the process of building a web server and hosting different types of websites on their.
Learn things like:
How to install PHP and Nginx
Get FREE HTTPS/SSL certificates
How to isolate each website from each of other to reduce risk
How do deploy using multiple methods
Setup web applications
Static site
Symfony
Wordpress
Who is the target audience?
PHP Developers that want to setup their own server
Developers that want more flexibility than Cpanel provides
Users that want a better idea of securing a web server

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MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 272 MB
Genre: eLearning | Language: English
In this Unity course, you'll learn several skills that will allow you to create custom windows, a facet of programming that, when done right, will stream the development of a project by making tools for other members of the team.​

Unity scripter will open the world of Editor Scripting, a discipline in programming that helps programmers organize and make the Unity editor cleaner for others to look at, with just a glance. In this course, Extending the Unity Editor with Custom Windows, you will learn foundational knowledge and gain the ability to create custom editor windows in Unity. First, you will learn how to organize variables. Next, you will discover how to create new windows for functions and tools. Finally, you will explore how to make scripts readable in editor mode. When you're finished with this course, you will know the basics of editor scripting and tools programming in unity. Software required: Unity

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Introduction to HTML Complete Beginner to Expert Course
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 3.5 hours | Size: 1.43 GB
Learn how to code in HTML from scratch. Perfect for beginners and anyone who wants to learn HTML​

What you'll learn

Live code written right in front of you
The ability to read, write and understand HTML
Code HTML
Learn the basics of programming

Requirements

Computer
Internet connection
An up to date web browser

Description

Introduction to HTML Complete Beginner to Expert Course is perfect for anyone who wants to learn HTML or learn more about HTML. HTML provides the structure for EVERY WEBSITE and its the foundation for everything you see on the web. Browsers read HTML and render it out for web users. If you are looking for a starting point to create digital content this course is for you!!!!

In this course you will learn everything you need to know about HTML, and HTML5. It's packed full of challenges and exercises to get you writing HTML quickly. As you follow the lessons source code is also included to get you started quickly and easily. The course will provide you everything you need to get started with HTML and challenge you to learn HTML.

Core focus of this course is just HTML, learn to code HTML in just a few hours. You will be amazed at how easily you will be able to write your own HTML.

Straight to the point lessons with no wasted time, watch and learn. Then practice what you learned to effectively learn HTML. Hands on practice with a fast paced easy to follow lesson plan.

By the end of the course you will have the skills and knowledge to write your own HTML, and will be on the path for more advanced web development skills.

Course covers everything you need to know about HTML

WHAT YOU WILL LEARN

Basic syntax - all the common tags used to develop web content

How and where you can write HTML - top resources and links included

Learn about HTML structure within web pages

Explore HTML5 semantic elements

Build your own HTML template

Create HTML lists, hyperlinks, and add images

Build tables for even more HTML structure

Create Forms with in depth form examples and HTML tag explanations

Add iframes and more cool HTML elements

Create your own mini HTML site using only HTML

All this and more.

BONUS CONTENT INCLUDED!!!!

Source Code is included

Multiple exercises and sample code

Free ebook of lessons explained

Top links and resources to learn even more in depth about HTML

Taught by an instructor with over 20 years of web development experience, ready to help you learn and answer any questions you may have.

What are you waiting for this course is the most complete course for learning HTML, you have nothing to lose.

Who is the target audience?

Beginners and anyone who wants to learn HTML5
Anyone who wants to increase their HTML skills
Complete beginners
People who want to become web developers

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GDPR Privacy Data Protection Case Studies Explained
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 4 Hours 16M | 711 MB
Genre: eLearning | Language: English​

Are you interested in data privacy but don't know how to apply all the concepts you've already learned about? In this course, you'll learn how to think like a real privacy professional no matter what your company is doing or how big it is. We'll analyze SMEs and big multinationals, especially U.S.-based ones in fiction examples. You'll learn how to start as a privacy programmer, what to ask, who to ask, and in what order. You'll know how to look for compliance issues and what needs attention from your side. You'll see how Data Privacy Officers (DPOs) perform their jobs and most importantly what they're looking for when assuring management commitment.
Would you like to get a job in data privacy but you don't know how to reply to real-life scenario questions at the interview? You'll get prepared with this guide. If you're interested in questions related to IAPP exams, CIPP/E, CIPM, and CIPT, section 3 gives you different questions and exam scenarios, and most importantly it offers you exact explanations. Thinking about the questions correctly will have a real impact on you passing or failing the exams. This course covers all the fundamentals of GDPR and teaches you everything you need to know to think like a real privacy professional, no matter what your company is doing or how big it is.
All the code and supporting files for this course are available at:

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Udemy - Learn Python Programming Language
WEBRip | English | MP4 | 1280 x 720 | AVC ~675 kbps | 29.970 fps
AAC | 52.5 Kbps | 48.0 KHz | 2 channels | 15:32:43 | 8.67 GB
Genre: Video Tutorial​

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What you'll learn
Upon completion of this course you will have gained a basic understanding of Python, You will know how to install a Python environment, and be able to identify the different data types and data structures.
You will gain an in-depth understanding on conditionals, constructs, and loops as well as a firm understanding of modules, packages, and the importing of modules.
You will understand input/output handling and have a firm understanding of how to handle errors and exceptions in Python.
You will be able to identify the various modules, methods, and functions involved with the standard library, built-in functions, and string and text handling, and be able to utilize various tools used to test, debug, profile and tune Python.
You will have a basic understanding of runtime services and language services, and will be able to identify and describe what a database is and how they are used in Python.
You will be able to identify the various methods used for file and directory handling, and be able to identify how threads and concurrency work in Python.
You will have a solid foundation of how operating system services work and be able to identify how network programming is accomplished in Python.
You will be able to identify the key concepts for Internet protocols and data handling, and will be able to identify the key areas of web programming in Python.
You will be able to explain the different markup processing tools and markup languages for Python.
This is an introduction to the Python programming language. This course relies on the learner having some previous programming experience to effectively use the concepts explained in the course. With Python, you can deliver code faster and integrate systems more effectively than most other languages. In this course you will be introduced to the Python programming language and what it can do for you.
Prerequisites: Previous programming experience is suggested. This is a fast paced course and we'll throw a lot at you. If you're a programming newbie and not just a Python newbie, you may be in over your head.
Section 1: In the pre-assessment quiz you'll face questions from all sections of this Python training. Test your current knowledge and know your strengths and weaknesses.
Section 2-4: The student will learn how you can make the best use of Python to meet your programming needs. They will be learning how to install Python, configure and customize Python, and how to terminate a program in Python. As well as explaining the different data types and structures that are used in Python.
Section 5-7: Python programs can be decomposed into modules, statements, expressions, and objects, as well as allows you to keep blocks of code in a file and use them as a module. The student will also be introduced to concepts on standard input, output, and error.
Section 8-10: The student will be learning about how exception handling is carried out in Python, take an in-depth look at doctest module and unittest module and its various tools, and give you an in-depth look at standard library, built-in functions, and string and text handling.
Section 11-13: The student will be introducing the student to the functions, modules, and operations involved in runtime services and language services, cover programming interfaces in Python, and explain about modules that are used for processing various kinds of operations in files and directories.
Section 14-16: The student will be introduced to library modules that enable threads and concurrency in Python, given an overview of some of the operating system services, and cover how Python offers modules for different processes to communicate.
Section 17-19: The student will be learning about Internet protocols and how they are used to communicate across a set of interconnected networks and computers, cover methods, Internet protocols, and the technology used to combine Python with a web server to create dynamic content, and covers Python modules such as HTML, XML, DOM and SAX, and Expat.
Section 20: Final Exam
Who is the target audience?
This course is intended for programmers wishing to learn the basics of Python and its concepts.

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Learn Analytics with AWS Kinesis
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 1 hours | Size: 565 MB​

Kinesis Video Streams | Kinesis Data Streams | Amazon Kinesis Firehose | Amazon Kinesis Analytics
What you'll learn
Learn how the service collects, processes and analyzes streaming data in real-time using Amazon Kinesis Analytics
Learn how to load streaming data into AWS using Amazon Kinesis Firehose
Learn to collect, process and analyze real-time streaming data to create valuable insights using Amazon Kinesis Streams
Learn to securely stream video from connected devices to AWS for analytics, machine learning (ML), and other processing using Amazon Kinesis Video Streams
Learn to build custom, real-time applications that process data streams using popular stream processing frameworks using Amazon Kinesis Data Streams
Requirements
You need to have access to AWS CLI and AWS Management Console
Anyone who wants to learn AWS Serverless technologies for data and analytics should take this course
Willing to learn new exciting things!
Description
Amazon Kinesis is a managed, scalable, cloud-based service that allows real-time processing of streaming large amount of data per second. It is designed for real-time applications and allows developers to take in any amount of data from several sources, scaling up and down that can be run on EC2 instances.
It is used to capture, store, and process data from large, distributed streams such as event logs and social media feeds. After processing the data, Kinesis distributes it to multiple consumers simultaneously.
In this course we will learn and practice different types of kinesis services like
Kinesis Video Streams that capture, process, and store video streams for analytics and machine learning
Kinesis Data Streams that collect streaming data, at scale, for real-time analytics
Amazon Kinesis Firehose ,which helps you load streaming data into AWS
Amazon Kinesis Analytics, which helps you query streaming data or build entire streaming applications using SQL.
Who is the target audience?
Anyone who wants to learn about AWS Kinesis streams and the streaming data management
Anyone who wants to solve many streaming data problems including real-time aggregation of data and loading the aggregate data into other applications

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Learn Nginx By Example
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 1.24 GB
Duration: 2 hours | Genre: eLearning | Language: English​

Duration: 2 hours | Genre: eLearning | Language: English
Use Nginx for more than just a static web server
What you'll learn
Use Nginx in more circumstances
Understand Nginx's different functions
Requirements
Server with root access
Ubuntu
Digital Ocean account is suggested
Familiarity with the terminal
Description
Ever wanted to see what you can do with Nginx, besides hosting your static content?
Start with more common Nginx examples and move on to more complex example.
We have a range of examples:
Holding page
Using PHP
CDN
Load Balancer
and more
Enrol today!
Still unsure?
We also show you how to install PHP and Composer, and how to get a free SSL/TLS certificate, so you can secure your web sites.
What are you waiting for?
Who is the target audience?
Developers that want see what Nginx can do
Students that want examples of Nginx

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Time Management Tips Weekly (Update 5.11.2018)
.MP4, AVC, 2300 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 6h 59m | 4.8 GB
Instructor: Dave Crenshaw​

Improve your productivity, get things done, and find more time for what's most important with Time Management Tips Weekly. This series provides actionable time management advice in just a few short minutes each week.
Productivity expert Dave Crenshaw provides techniques on a wide variety of topics, designed to help people better manage their time and ultimately become more productive. Tune in to learn about everything from managing emails and calendars to setting priorities, collaborating with coworkers, reducing interruptions, crafting a "productivity mindset," and creating a more comfortable and effective work environment.
Topics include:
Reducing interruptions
Dealing with feeling overwhelmed
Responding to quick questions
Making the most of meetings
Following up
Implementing a closed door, open calendar policy
More Info

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Learning Web Scraping with JavaScript
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 228 MB
Genre: eLearning | Language: English​

This video is the ultimate guide to using the latest features of JavaScript and Node.js to scrape data from websites. In the early chapters, you'll see how to extract data from static web pages. After covering the basics, you'll get hands-on practice building more sophisticated scripts. You'll determine when and how to scrape data from a JavaScript-dependent website using JavaScript scraping libraries. You'll find out how to automate these actions with JavaScript packages such as Cheerio and CasperJS.
By the end of the book, you will have explored testing websites with scrapers, remote scraping, best practices, working with images, and many other relevant topics.
The code bundle for this video course is available at -

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