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Introduction to Deep Learning Using PyTorch
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1.5 Hours | 1.81 GB
Genre: eLearning | Language: English​

This video will serve as an introduction to PyTorch, a dynamic, deep learning framework in Python. In this video, you will learn to create simple neural networks, which are the backbone of artificial intelligence. We will start with fundamental concepts of deep learning (including feed forward networks, back-propagation, loss functions, etc.) and then dive into using PyTorch tensors to easily create our networks. Finally, we will CUDA render our code in order to be GPU-compatible for even faster model training.

What you'll learn-and how you can apply it

Deep learning basics and you can apply it to your domain (X + AI)
PyTorch platform basics and you can apply it to any deep learning problem
CUDA rendering, which will allow you to train your networks very quickly

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Preparing Raw Data for Big Data and Data Science
.MP4, AVC, 530 kbps, 1920x1080 | English, AAC, 235 kbps, 2 Ch | 2 hrs 2 mins | 1.1 GB
Instructor: Eric Greene​

Preparing data for use in AI, machine learning, and other applications is often 80% of the work. In the third installment in our landmark "Mastering Data Science with SQL" series, Learn how to use SQL to prepare massive datasets both locally and in the cloud, and see these principles put to work using a PostgreSQL database hosted in Microsoft Azure.

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Using Node.js with Visual Studio Code
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 4.5 Hours | 6.62 GB
Genre: eLearning | Language: English​

Developers, have you heard about Visual Studio Code? Far more than a text editor, it works cross platform, looks great, has a ton of cool features, and is becoming increasingly popular! Check it out, with the always-entertaining experts Stacey Mulcahy and Rami Sayar, and see how to use Visual Studio Code to create sites using Node.js (one of the easiest and fastest ways to develop real-time apps on the web today). Walk through the tool's features, learn how to customize them, and explore the key commands. See how to create a basic REST API using Node.js with Express, connect your web app to a database, and learn how to debug Node.js apps using Visual Studio Code. Plus, see how to deploy your sites to Microsoft Azure, and create, test, and schedule Azure Web Jobs. Watch helpful demos, and get lots of practical tips on making the most of this exciting tool.

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Unreal: Substance Designer Workflow
MP4 | Video: 720p | Duration: 2:05:45 | English | Subtitles: VTT | 4922.5 MB​

Explore the integration of Substance Designerâ€"a powerful tool for creating textures for 3D art, visualization projects, and gamesâ€"with Unreal Engine. This course provides a solid foundation of the principles of texture creation in Substance Designer for use in Unreal Engine. Instructor Scott Pagano explains how to import a model into Substance Designer and bake AO, curvature, and ID maps. He discusses the advantages of system-based procedural texture creation, and shows how to create both image file output and substances which can be used and modified directly in the Unreal editor.

Topics include:
Creating a substance graphStone, gold, and copper materialCombining materials using an ID maskExposing parameters and preparing resolutionExporting Substance materialsBuilding a sceneSubstance with displacement

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Learn By Example - Hadoop, MapReduce for Big Data problems
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 14 Hours | 17.6 GB
Genre: eLearning | Language: English​

This course is a zoom-in, zoom-out, hands-on workout involving Hadoop, MapReduce and the art of thinking parallel. This course is both broad and deep. It covers the individual components of Hadoop in great detail and also gives you a higher level picture of how they interact with each other. It's a hands-on workout involving Hadoop, MapReduce. This course will get you hands-on with Hadoop very early on. You'll learn how to set up your own cluster using both VMs and the Cloud. All the major features of MapReduce are covered, including advanced topics like Total Sort and Secondary Sort. MapReduce completely changed the way people thought about processing Big Data. Breaking down any problem into parallelizable units is an art. The examples in this course will train you to think in parallel.

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Practice Test AWS Certified Solutions Architect
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 9 | 84 MB
Genre: eLearning | Language: English
Test your Amazon Web Services Knowledge for AWS Certified Solutions Architect Associate Certification​

Welcome to Practice Test for AWS Certified Solutions Architect Exam at Associate Level.

Objective behind this test is to provide you a realistic experience on type of questions that you would face in the certification exam.

The test I have provided here covers the Core Capabilities that are part of AWS: Network, Compute, Load Balancing, Elastic Scaling, Storage, Monitoring, Security, Cost Estimation, Application Integration, AWS Cloud Databases, and Disaster Recovery

To keep the test interactive and responsive, I have created quizzes in parts of 10 questions each.

Questions and Videos provided here are samples from my two part Udemy Course series for certification preparation:

1. AWS Certified Solutions Architect Guide & Question Bank

2. AWS Certified Solutions Architect Guide & Question Bank

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Othman Tmoulik - Unstoppable Entrepreneurs Course
English | MP4 | 4.87 GB
Genre: Net Business / Marketing / Traffic
"Becoming a Boss"
How I learned to make 6 Figures Online by Dropping Facebook Advertising
A Full-of-Content, 4-Part Video Series FREE course For Making 5-6 Figures Online with Little Time and Investment​

Your Free Course is Ready!
Vid : 1 How I Make Money online and How you can do it too! No Matter WHO you are!
Vid : 2 How to find suppliers and products without ever having a product idea in markets that YOU like
Vid : 3 How to keep making money and waking up to money in your account after afternoon naps
Vid : 4 My easy-to-follow Blueprint that Anyone can follow and become a profitable and Unstoppable Entrepreneur

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Learning Ransomware Countermeasures
MP4 | Video: 720p | Duration: 1:37:04 | English | Subtitles: VTT | 233.9 MB​

Topics include:
How ransomware worksTypes of ransomwareSafeguarding WindowsSecuring your routerUpdating software and operating systemsSpam, phishing, and spoofingReporting ransomware

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Learning Generative Adversarial Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: | 460 MB
Genre: eLearning | Language: English
Generative models are gaining a lot of popularity among data scientists, mainly because they facilitate the building of AI systems that consume raw data from a source and automatically build an understanding of it.​

Generative models are gaining a lot of popularity among data scientists, mainly because they facilitate the building of AI systems that consume raw data from a source and automatically build an understanding of it.

Unlike supervised learning methods, generative models do not require labeling data, which makes for an interesting system to use. This video will help you build and analyze deep learning models and apply them to real-world problems. It will help readers develop intelligent and creative application from a wide variety of datasets, mainly focusing on visuals or images.

The video begins with the basics of generative models, as you get to know the theory behind Generative Adversarial Networks and its building blocks. In this video, you'll see how to overcome the problem of text-to-image synthesis with GANs, using libraries such as Tensorflow, Keras, and PyTorch.

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Kali Linux Penetration Testing Recipes
.MP4, AVC, 600 kbps, 1920x1080 | English, AAC, 128 kbps, 2 Ch | 4 hrs 17 mins | 1.07 GB
Instructor: Aubrey Love​

Kali Linux is rated as the #1 security operating system for hackers. With the Linux operating system and its core structure based on Debian, it comes jam-packed with all the tools you need to penetration-test your websites. Kali Linux has gained popularity over the last few years with the rise of hacker groups (Anonymous, Lizard Squad, Ghost Squad Hackers, and others).

In view of all this, companies are hiring hackers just like you to perform network and website vulnerability testing to help prevent hackers from getting in. However, if you think this job is done after you hand in your report, you're wrong. After you hand in your report on the security issues, the company will generally ask you to either work with its IT department to fix the corrections or hire you again to fix the issues yourself.

This course covers several great resources within Kali Linux and you'll use them to perform a full website and server vulnerability test, brute-force your way past passwords, search for back-doors, and other tasks. Finally, you'll create a professional report and hand it to your client.

What You Will Learn

Understand virtual machines and install Kali Linux.
Test your website's vulnerabilities by utilizing tools such as WPScan, Burp Suite, and XSSER!
Perform outstanding server testing and exploitations with SQLMap, JBoss-AutoPWN, and PunkSPIDER!
Immerse yourself in the world of active hackers by learning how to perform perfect Social Engineering attacks through techniques such as SET, Physical Location, and even Email Campaigns.
Crack Wireless network access points in the area using services such as ArioDump, John the Ripper, and even Cain & Abel!
Perform a flawless reconnaissance with methods that include NSLookup, WhoIS, NetCraft, theHarvester, and more!
Learn what it takes to create your own password dictionaries

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Recruiting Talent with Social Media
MP4 | Video: 720p | Duration: 1:04:29 | English | Subtitles: VTT | 151.9 MB​

Social media is changing the way recruiters source talent. In this course, social recruiting expert Bert Verdonck shows how to leverage the top social media platforms-LinkedIn, Twitter, and Facebook-to find and attract top talent. Learn how to find qualified candidates, make a compelling company profile, and write articles, posts, and tweets that attract talent. Plus, find out how to post job openings on LinkedIn and Facebook, and get time-saving tools and techniques that will help you spend more time on people and less time on tech.

Topics include:
Why you should recruit on social mediaCreating company profiles that attract top talentLeveraging special features and ads on LinkedIn, Twitter, and FacebookSearching for candidatesSetting up a daily routine for social recruitingAutomating your recruiting efforts

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Java Generic Programming: Parametric Polymorphism
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 20 | 470 MB
Genre: eLearning | Language: English
Generic Method, Generic Container, Java Parametric Polymorphism, Object Class in Java, Java Generics​

Generics are a facility of generic programming that were added to the Java programming language in 2004 within the official version J2SE 5.0. They extend Java's type system to allow "a type or method to operate on objects of various types while providing compile-time type safety." In particular, the Java collections framework supports generics to specify the type of objects stored in a collection instance.

This mini-course is designed as a supplemental materials for the Java Object-Oriented Programming: AP Computer Science B. In this mini-course, we will be based on Java 8 SE.

Topics:

What is Polymorphism?
What is parametric polymorphism (Generics)?
Define Generic Class and Generic Interface
Generic Methods
Generic Containers
Applications
This course is a mini-course, it is not designed to be a complete educational course. It is focused on a single topic: Java Generics.

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