September 2022
Intermediate to advanced
2h 28m
English
Closed Captioning available in English
Overview
This course provides you with the essentials to understand how companies like Google and Amazon use machine learning and artificial intelligence (AI) to extract meaning and insights from enormous data sets. You’ll learn how to work with machine learning algorithms and develop the highly-employable skills of a data scientist.
These videos minimize jargon and mathematical notations, instead explaining the topics in plain English to make them easy to comprehend. Once you get your hands on the sample code we provide, you'll be able to play with it and build on it. The emphasis of this course is on understanding and using these algorithms in the real world, not in a theoretical or academic context. You'll walk away from each video with a fresh idea that you can put to use right away!
You’ll work in Python using sciket-learn (sklearn), a free machine learning library built for Python.
All you need to succeed in this course is basic skills in mathematics and Python. Even if you have no prior statistical experience, you will learn to work with machine learning algorithms like a pro.
Distributed by Manning Publications
This course was created independently by Meta Brains and is distributed by Manning through our exclusive liveVideo platform.
About the Technology
About the Video
What's Inside
- Python programming and scikit-learn applied to machine learning regression
- Understand the underlying theory behind simple and multiple linear regression techniques
- Solve regression problems (linear regression and logistic regression)
- Theory and practical implementation of logistic regression using sklearn
- Mathematics behind decision trees
- Different algorithms for clustering
About the Reader
- Experience with the basics of Python
- Basic mathematical skills
About the Author
Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for coding, finance & Excel.
They bring together both professional and educational experiences to create world-class training programs accessible to everyone.
Currently, they're focused on the next great revolution in computing: The Metaverse. Their ultimate objective is to train the next generation of talent so we can code & build the metaverse together!
Quotes
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