Authoring Machine Learning Models from Scratch torrent

Authoring Machine Learning Models from Scratch



MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 611 MB | Duration: 1h 29m
What you'll learn
You'll learn how to author machine learning models in Python without the aide of frameworks or libraries.
You'll learn to code the functions of the most commonly used tools in machine learning.
You'll gain insight into who real-world machine learning models are written.
You will gain a deep appreciation for how the algorithm works

Requirements
You'll need to have a solid background in Python.
You'll need to have a solid background in machine learning.
Description
Welcome to Authoring Machine Learning Models from Scratch

This is your guide to learning the details of machine learning algorithms by implementing them from scratch in Python. You will discover how to load data, evaluate models and implement a suite of top machine learning algorithms using step-by-step tutorials.

Machine learning algorithms do have a lot of math and theory under the covers, but you do not need to know why algorithms work to be able to implement them and apply them to achieve real and valuable results. Most developers that I know (myself included) learn best by implementing. It is our preferred learning style and it is the reason that I created this course.