Update

Lynda – Building Recommender Systems with Machine Learning and AI UPDATE 20200402

Lynda – Building Recommender Systems with Machine Learning and AI UPDATE 20200402-APoLLo
English | Size: 1.60 GB
Category: Tutorial

Automated recommendations are everywhere: Netflix, Amazon, YouTube, and more. Recommender systems learn about your unique interests and show the products or content they think you’ll like best. Discover how to build your own recommender systems from one of the pioneers in the field. Frank Kane spent over nine years at Amazon, where he led the development of many of the company’s personalized product recommendation technologies. In this course, he covers recommendation algorithms based on neighborhood-based collaborative filtering and more modern techniques, including matrix factorization and even deep learning with artificial neural networks. Along the way, you can learn from Frank’s extensive industry experience and understand the real-world challenges of applying these algorithms at a large scale with real-world data. You can also go hands-on, developing your own framework to test algorithms and building your own neural networks using technologies like Amazon DSSTNE, AWS SageMaker, and TensorFlow.

Linkedin Learning – Node js Essential Training UPDATE 20200402

Linkedin Learning – Node js Essential Training UPDATE 20200402-ZH
English | Size: 257.62 MB
Category: Tutorial

Node.js is a powerful tool for controlling servers, building web applications, and creating event-driven programs. And it takes JavaScript a language familiar to all web developers out of the browser. With Node.js, you can build applications that run on your laptop or even the cloud. In this course, learn the essentials of Node.js and start creating your own JavaScript applications. Instructor Alex Banks acquaints you with all of the basics, showing how to install Node.js and work with the Node.js core, which includes standard input, standard output, the module system, the file system, and how to write and run JavaScript on the server. Upon wrapping up this course, you ll be equipped with fundamental Node.js concepts and techniques that you can put to use in your next project

Linkedin Learning – AutoCAD Mechanical Essential Training UPDATE 20200325

Linkedin Learning – AutoCAD Mechanical Essential Training UPDATE 20200325-ZH
English | Size: 612.48 MB
Category: Tutorial

AutoCAD Mechanical includes the very best of AutoCAD along with industry-specific libraries of parts and tools for mechanical engineering, making it a must-learn application for anyone involved in the design and construction of machinery Instructor Shaun Bryant covers the basics of the AutoCAD Mechanical 2021 user interface and leads you step-by-step through producing precise, measured mechanical engineering drawings and designs. Shaun teaches you how to structure drawings and data, create and edit geometry, generate parts from the library, and annotate drawings. Plus, he shows how to perform design calculations for manufacturing, as well as create templates that are customized to suit any workflow

Lynda – UX Insights Weekly UPDATE 20200304

Lynda – UX Insights Weekly UPDATE 20200304-APoLLo
English | Size: 1.01 GB
Category: Tutorial

Do you need to deepen your understanding of user experience (UX) design for a new job or project? In this weekly series, instructor Chris Nodder digs into a variety of UX techniques and tools. Chris breaks down key practices such as card sorts, wireframes, usability testing, and desirability studies. He also explores specialized research techniques that can help you glean even more powerful insights into what your users want and need. In each self-contained video, he shares practical examples that help you grasp how these techniques work in the real world. Tune in each week to explore practices that can help you solve problems and create products that delight users.

Lynda – Raspberry Pi Weekly UPDATE 20200228

Lynda – Raspberry Pi Weekly UPDATE 20200228-APoLLo
English | Size: 838.01 MB
Category: Tutorial

Raspberry Pi lets you explore electronics, computer, programming, and the Internet of Things. You can build complex projects on a budget-from robots to media servers. This weekly series helps you create meaningful projects in a short time, and learn tips and key techniques that will help you across your creations. Each episode teaches you a coherent set of software and hardware approaches to connect computing power to the physical world. Join instructor Mark Niemann-Ross every week for a new Raspberry Pi technique.