E-Books →De–Mystifying Math and Stats for Machine Learning
Published by: book79 on 11-11-2024, 12:54 | 
0
Free Download De-Mystifying Math and Stats for Machine Learning: Learn from an application perspective rather than the theoretical perspective by Govind Kumar
English | June 6, 2022 | ISBN: N/A | ASIN: B0B3FFTN35 | 101 pages | EPUB | 6.68 Mb
Machine Learning (ML) is a wonderful field at the intersection of computer programming, mathematics and domain knowledge. The author has observed that many budding machine learning students and enthusiasts make the mistake of jumping to build and work on algorithms without adequately understanding the math behind algorithms. That is not the right way to go about learning machine learning. One must first understand the mathematics and statistics concepts relevant to machine learning. The algorithms and the associated programming should be learnt subsequently. By mathematics, we are not referring to theoretical mathematics but rather applied mathematics.
The following core concepts are covered in this book.Measures of Central Tendency Vs. DispersionMean Vs. Standard DeviationPercentilesDependent Vs. Independent VariablesTypes of dataSample Vs. PopulationHypothesis testing and Type 1 & 2 ErrorsOutliers, Box Description and Data TransformationML conceptsConcepts related to algorithms are also covered in this book.Measuring accuracy in algorithmsMath behind regressionMulti collinearityMath behind decision treeMath behind kNNGradient descent and optimizationThese concepts are explained from an application perspective, that is how these concepts are applied in real life. The author is confident that understanding these concepts will help you to lay a solid foundation and build a thriving career in artificial intelligence.
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
Links are Interchangeable - Single Extraction
Help Us Grow – Share, Support
We need your support to keep providing high-quality content and services. Here’s how you can help:
- Share Our Website on Social Media! 📱
Spread the word by sharing our website on your social media profiles. The more people who know about us, the better we can serve you with even more premium content! - Get a Premium Filehost Account from Website! 🚀
Tired of slow download speeds and waiting times? Upgrade to a Premium Filehost Account for faster downloads and priority access. Your purchase helps us maintain the site and continue providing excellent service.
Thank you for your continued support! Together, we can grow and improve the site for everyone. 🌐
Related News
-
{related-news}
Comments (0)
Information
Users of Guests are not allowed to comment this publication.
Search
Updates
Partner
» TutBB
» Byte
» Crawli
» Warezomen
» Warez-DDL
» Raidrush
» KATZCD
» Free Ebooks Library
Your Link Here ?
(Pagerank 4 or above)
» Byte
» Crawli
» Warezomen
» Warez-DDL
» Raidrush
» KATZCD
» Free Ebooks Library
Your Link Here ?
(Pagerank 4 or above)