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.

Channel 5 – Building the Billion Pound Mega Bridge (2020)

Channel 5 – Building the Billion Pound Mega Bridge (2020)
English | Size: 961 MB
Category: Documentary

Reveals the engineering secrets behind Montreal’s Samuel de Champlain Bridge, enabling it to carry one million vehicles every week and survive extreme temperature fluctuations. Super-strong expansion joints flex to allow the bridge’s individual deck sections to expand and contract as the temperature varies between -30C in winter and 35C in summer, while pier legs poured from superdense concrete are strong enough to withstand the crushing force of thousands of tons of river ice.

PluralSight – Building Custom Github Actions

PluralSight – Building Custom Github Actions-JGTiSO
English | Size: 273.56 MB
Category: Tutorial

GitHub Actions is the official automation solution for GitHub projects. Unlock its full potential by creating your own custom actions. This course will teach you how to build real-world GitHub Actions using TypeScript and Docker.

Artstation – Environment Sketching-Props and building v.1 – Hue Teo

Artstation – Environment Sketching-Props and building v.1 – Hue Teo
English | Size: 843.6MB
Category: Tutorial

Hello everyone, this is a first launch here on artstation, it is a video with psd file and image, explaining some basics of environment and creating a sketch with a preliminary use of design. Have fun and make many sketches! Enjoy!

Packt – Building Awesome Color Schemes for Your UI Design Projects

Packt – Building Awesome Color Schemes for Your UI Design Projects-ZH
English | Size: 1.62 GB
Category: Tutorial

A design becomes meaningless if you take away any of these two things: typography and color. Colors are strategically used to create meaning and sense in the data it displays.