[PDF/ePUB] Approaching

Approaching (Almost) Any Machine Learning Problem image

DOWNLOAD PDF

"Please note that the official seller in India is Pothi. Other sellers are selling printouts/photocopies for cheaper prices"This is not a traditional book.The book has a lot of code. If you don't like the code first approach do not buy this book. Making code available on Github is not an option.This book is for people who have some theoretical knowledge of machine learning and deep learning and want to dive into applied machine learning. The book doesn't explain the algorithms but is more oriented towards how and what should you use to solve machine learning and deep learning problems. The book is not for you if you are looking for pure basics. The book is for you if you are looking for guidance on approaching machine learning problems. The book is best enjoyed with a cup of coffee and a laptop/workstation where you can code along.Table of contents:- Setting up your working environment- Supervised vs unsupervised learning- Cross-validation- Evaluation metrics- Arranging machine learning projects- Approaching categorical variables- Feature engineering- Feature selection- Hyperparameter optimization- Approaching image classification & segmentation- Approaching text classification/regression- Approaching ensembling and stacking- Approaching reproducible code & model servingThere are no sub-headings. Important terms are written in bold.I will be answering all your queries related to the book and will be making YouTube tutorials to cover what has not been discussed in the book. To ask questions/doubts, please create an issue on github repo: https://github.com/abhishekkrthakur/approachingalmostAnd Subscribe to my youtube channel: https://bit.ly/abhitubesub

✔ Author(s):
✔ Title: Approaching (Almost) Any Machine Learning Problem
✔ Rating : 4.5 out of 5 base on (720 reviews)
✔ ISBN-10: 8269211508
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle

Readers' opinions about Approaching by Abhishek Thakur

/
Jennilee Bartlett
Follow the gripping tale of a detective unraveling a complex web of crime and corruption. The author's detailed writing and intricate plotting make for a suspenseful read. Each clue and revelation adds to the tension, keeping you on the edge of your seat. The characters are well-developed, with motivations that feel real and compelling. The climax delivers a satisfying resolution to the mystery. A must-read for thriller enthusiasts.
/
Nayeli Hooper
Experience the inspiring journey of an individual overcoming incredible odds in this powerful memoir. The author's candid and heartfelt writing brings their story to life. Each chapter reveals the resilience and strength of the human spirit. The narrative is both informative and deeply moving, offering valuable life lessons. It's a story that motivates and inspires, making it a must-read. Perfect for those seeking inspiration and personal growth.
/
Louise Russell
Discover the inspiring story of a trailblazer who changed the world in this compelling biography. The author's detailed research and engaging writing bring the subject to life. Each chapter reveals new insights into the person's life and achievements. The narrative is both informative and deeply moving, offering valuable life lessons. It's a story that motivates and inspires. Perfect for history buffs and biography enthusiasts.


Gut Health for Women: 5 Steps to a Vibrant Life, Weight Loss, and Hormonal Balance:: Reclaim Control Over Your Digestion, Mood, and Overall Health, Really Fun Travel Activity Book For 5-7 Year Olds: Fun & educational activity book for five to seven year old children (Activity Books For Kids), The Goodness Paradox: The Strange Relationship Between Virtue and Violence in Human Evolution, Adventures in Creation: Level 1 (Let’s Talk Science), Come and See: The Journey of Knowing God through Scripture, The Living Kitchen – Tamara Green, Chronic Pain & Symptom Tracker: A 90-Day Guided Journal: Detailed Daily Pain Assessment Diary, Mood Tracker & Medication Log for Chronic Illness Management, Dear Gluten, It’s Not Me, It’s You: How to Survive Without Gluten and Restore Your Health from Celiac Disease or Gluten Sensitivity, The Adult ADD Solution: A 30 Day Holistic Roadmap to Overcoming Adult ADD/ADHD (Adult ADHD), The Code. the Evaluation. the Protocols: Striving to Become an Eminently Qualified Human,