Oreilly – Grokking Machine Learning, video edition 2021-12

Grokking Machine Learning, video edition, In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. Discover valuable machine learning techniques you can understand and apply using just high-school math. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using Python and readily available machine learning tools. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.

Discover powerful machine learning techniques you can understand and apply using only high school math! Put simply, machine learning is a set of techniques for data analysis based on algorithms that deliver better results as you give them more data. ML powers many cutting-edge technologies, such as recommendation systems, facial recognition software, smart speakers, and even self-driving cars. This unique book introduces the core concepts of machine learning, using relatable examples, engaging exercises, and crisp illustrations. This course skips the confused academic jargon and offers clear explanations that require only basic algebra. As you go, you’ll build interesting projects with Python, including models for spam detection and image recognition. You’ll also pick up practical skills for cleaning and preparing data.

What you’ll learn

• Supervised algorithms for classifying and splitting data
• Methods for cleaning and simplifying data
• Machine learning packages and tools
• Neural networks and ensemble methods for complex datasets

Specificatoin of Grokking Machine Learning, video edition

• Publisher : Oreilly
• Teacher : Luis Serrano
• Language : English
• Level : All Levels
• Number of Course : 99
• Duration : 15 hours and 22 minutes

Content

Requirements

• No machine learning knowledge necessary, but basic Python required.

Pictures

Sample Clip

Installation Guide

Extract the files and watch with your favorite player

Subtitle : Not Available

Quality: 720p

The 2021/12 version has increased by 2 lessons and 9 minutes in duration compared to the 2021/11 version.

Download Links

Download Part 1 – 1 GB

Download Part 2 – 345 MB

File size

1.34 GB