Building Recommender Systems with Machine Learning and AI [Video]

Building Recommender Systems with Machine Learning and AI [Video]
English | Size: 2.92 GB
Category: CBTs

Frank Kane spent over nine years at Amazon, where he managed and led the development of many of Amazon’s personalized product recommendation technologies. You’ve seen automated recommendations everywhere-on Netflix’s home page, on YouTube, and on Amazon-as these machine learning algorithms learn about your unique interests, and show the best products or content for you as an individual. These technologies have become central to the largest, most prestigious tech employers out there, and by understanding how they work, you’ll become very valuable to them. We cover tried-and-true recommendation algorithms based on neighborhood-based collaborative filtering and work our way up to more modern techniques including matrix factorization and even deep learning with artificial neural networks.
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Learning How to Manage a Hosted Web Site

Learning How to Manage a Hosted Web Site
English | Size: 251.49 MB
Category: Tutorial

Managing a Hosted Web Site shows how to set up a web site on a host’s server and perform common server tasks. Working in two web hosting utilities, cPanel and Plesk, as well as in a custom control panel, author Ray Villalobos explores purchasing a domain, setting up FTP accounts, and configuring web mail. The course also explains setting up password protection, creating a MySQL database, and working with subdomains.
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PentesterAcademy – Data Science and Machine Learning for Infosec

PentesterAcademy – Data Science and Machine Learning for Infosec
English | Size: 20.5 GB
Category: Programming | Security

The age of intelligent machines is here! We are now seeing Machine Learning disrupting every technological field including computer security. As more and more security products use Machine Learning, it is important as Pentesters and Security Researchers to understand how to make and break this technology! [Read more…]

Packtpub – Learning Selenium Testing Tools [Video]

Packtpub – Learning Selenium Testing Tools [Video]
English | Size: 270.17 MB
Category: E-learning | others

There is often a need to test your web applications against a vast number of browsers and platforms due to their increasing complexity. For this, you need to build highly reliable and maintainable test automation cases. Here’s where Selenium comes in – it is one of the most easy-to-implement and efficient solutions for this.
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Packt – Hands-on Scikit-learn for Machine Learning [Video]

Packt – Hands-on Scikit-learn for Machine Learning [Video]
English | Size: 1.59 GB
Category: CBTs

Scikit-learn is arguably the most popular Python library for Machine Learning today. Thousands of Data Scientists and Machine Learning practitioners use it for day to day tasks throughout a Machine Learning project’s life cycle. Due to its popularity and coverage of a wide variety of ML models and built-in utilities, jobs for Scikit-learn are in high demand, both in industry and academia.
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Lynda – Learning NGINX

Lynda – Learning NGINX
English | Size: 402.90 MB
Category: Tutorial

Set up high-performance architecture with NGINX, the industry-standard, open-source web server. NGINX offers speed unmatched by competitors like Apache, on top of bonus features such as load balancing and HTTP caching. Its rising popularity makes NGINX an indispensable skills for web developers, system administrators, and web technologists of all kinds. This beginner-level LinkedIn Learning training course shows you how to install and configure NGINX on a Linux machine, and set up the rest of the pieces you need for the complete LEMP web development stack. Instructor Michael Jenkins also explores the security features of NGINX, such as password authentication, HTTPS, and SSL certificates, and its capabilities as a reverse proxy and load balancer. [Read more…]

Lynda – Learning Docker

Lynda – Learning Docker
English | Size: 300.63 MB
Category: Cloud-Comp | others

Docker is the next step beyond virtualization. A Docker image contains everything it needs to run, independent of the Linux server on which it lives: a copy of the operating system, a database, code, configuration files, dependencies, and so on. Images can also be packaged and shared with other Docker admins. Arthur Ulfeldt uses Docker to run complex systems with millions of users and hundreds of containers. Here, he shares his knowledge with you. He introduces the basics of Docker, including its containers, Dockerfiles (or base images), and capabilities for networking, data management, infrastructure optimization, and more. Watch and learn how to build your own containers, as well as how to network and link containers. [Read more…]

Udemy – Learning Linux Security and Hardening

Udemy – Learning Linux Security and Hardening
English | Size: 1.74 GB
Category: CBTs

This course covers foundation security concepts and guidelines that can help Linux system administrators keep their Linux servers safe. It also takes you step-by-step though hardening measures. Explore some of the security weaknesses of the Linux operating system, and learn how to protect against those weaknesses. Learn about ways to prevent attackers from breaking into your systems when they have physical access to your machine. Plus, learn how to secure the various account types on a Linux system, enforce strong passwords, configure the firewall in Linux, and more. [Read more…]

TeamTreeHouse – Machine Learning Basics Course

TeamTreeHouse – Machine Learning Basics Course
English | Size: 161.45 MB
Category: Tutorial

Machine learning encompasses many different ideas, programming languages, frameworks, and approaches to the subject, so the term "machine learning" is difficult to define in just a sentence or two. But essentially, machine learning is giving a computer the ability to write its own rules and learn about new things, on its own.
In this course, we’ll explore some of the big ideas, and toward the end, we’ll even write a little bit of code in Python that can make some intelligent predictions. [Read more…]

Accelerated Learning Techniques.1995

Accelerated Learning Techniques.1995
English | Size: 180.46 MB
Category: Tutorial

Accelerated Learning Techniques
Brian Tracy and Colin Rose
14 audio files plus a 96-page workbook

Learn a system of proven, practical techniques that increase your ability to learn and remember names, facts, figures and business information 400 percent faster than today.
Learn how to memorize quickly, speed read, improve your brainpower and multiply your intelligence.
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