We are excited to announce the launch of our free ebook Machine Learning for Human Beings, authored by researcher in the field of computer vision and machine learning Mohit Deshpande, in collaboration with Pablo Farias Navarro, founder of Zenva.
In over 100 pages you will learn the basics of Machine Learning – text classification, clustering and even face recognition and learn to implement these algorithms using Python! This ebook covers both theoretical and practical aspects of Machine Learning, so that you have a strong foundation and understand what happens under the hood. Some of the topics covered in the book are:
- Overview of Machine Learning – Supervised vs Unsupervised Learning
- Text Classification with Naive Bayes
- Data Clustering with K-Means
- Clustering with Gaussian Mixture Models
- Face Recognition with Eigenfaces
- Dimensionality Reduction
- Classification with Support Vector Machines
- Reinforcement Learning using the OpenAI library
This book is provided at no cost in PDF format.
Download the ebook here
Thanks for the freebie
This book is really excellent, thank you. However, from about page 82 (Classification with Support Vector Machines), some of the equations and diagrams appear to have been missed out in production of the PDF. Can you check it, please? Thanks.
Hi Jonathan, thank you for reporting this! We’ll look into it and have an update ready asap. We’re glad you’re enjoying reading it 🙂
You can re-download the e-book, it should display everything properly now. Enjoy!
Yes, that looks much better, thanks! 🙂
Nice post and thanks for writing such a good article on Google Machine learning course they are offering for the World tech. People always try direct method but most of time these trick don’t works. Your tips are helpful for the person to make good course. This content is so valuable and surely unique that people are happy and really helpful for them. there is no any other ways to get custom
Please guide me, how can i download dataset and code ZIP file.
I’ve just given my email address to you in order to send me a link for downloading a free ebook about Machine Learning and authorized you to send me information about your products. I’ve received the link but I can’t download the ebook because it appears again the same request about my data. Please send me a valid link or cancel my authorization. I don’t think this is fair play if this is only a mean to get my data. If I’m wrong just give me a good explanation.
Hi there! we’ve just tested this and it works well on our end. Search for an email with subject “Requested Files – Machine_Learning_For_Human_Beings”, make sure to check your spam folder/ trash. Then click where it says “Download File” in the email (large orange button).
Regarding marketing emails, you can unsubscribe at any time by clicking “Unsubscribe” at the bottom of our emails.