- eBook: 101 Ways to Use Third-Party Data to Make Smarter Decisions - Nov 18, 2021.
To guide you in becoming a data-driven organization, AWS Data Exchange has created a new eBook, 101 Ways to Use Third-Party Data to Make Smarter Decisions. Learn how to transform the ‘currency’ of data into actionable business insights.
AWS, Business, Free ebook
Interpretable Machine Learning: The Free eBook - Apr 9, 2021.
Interested in learning more about interpretability in machine learning? Check out this free eBook to learn about the basics, simple interpretable models, and strategies for interpreting more complex black box models.
AI, Explainability, Explainable AI, Free ebook, Interpretability
Approaching (Almost) Any Machine Learning Problem - Feb 18, 2021.
This freely-available book is a fantastic walkthrough of practical approaches to machine learning problems.
Deep Learning, Free ebook, Machine Learning, Python
- Graph Representation Learning: The Free eBook - Jan 19, 2021.
This free eBook can show you what you need to know to leverage graph representation in data science, machine learning, and neural network models.
Data Science, Free ebook, Graph, Neural Networks, Representation
15 Free Data Science, Machine Learning & Statistics eBooks for 2021 - Dec 31, 2020.
We present a curated list of 15 free eBooks compiled in a single location to close out the year.
Automated Machine Learning, Data Science, Deep Learning, Free ebook, Machine Learning, NLP, Python, R, Statistics
- Data Science and Machine Learning: The Free eBook - Dec 15, 2020.
Check out the newest addition to our free eBook collection, Data Science and Machine Learning: Mathematical and Statistical Methods, and start building your statistical learning foundation today.
Data Science, Free ebook, Machine Learning, Python
- 5 Free Books to Learn Statistics for Data Science - Dec 8, 2020.
Learn all the statistics you need for data science for free.
Data Science, Free ebook, Statistics
Top 5 Free Machine Learning and Deep Learning eBooks Everyone should read - Nov 5, 2020.
There is always so much new to learn in machine learning, and keeping well grounded in the fundamentals will help you stay up-to-date with the latest advancements while acing your career in Data Science.
Deep Learning, Free ebook, Machine Learning
- Behavior Analysis with Machine Learning and R: The free eBook - Oct 22, 2020.
Check out this new free ebook to learn how to leverage the power of machine learning to analyze behavioral patterns from sensor data and electronic records using R.
Behavioral Analytics, Free ebook, Machine Learning, R
Text Mining with R: The Free eBook - Oct 15, 2020.
This freely-available book will show you how to perform text analytics in R, using packages from the tidyverse.
Free ebook, R, Text Mining, Tidyverse
The Best Free Data Science eBooks: 2020 Update - Sep 30, 2020.
The author has updated their list of best free data science books for 2020. Read on to see what books you should grab.
Books, Data Science, Free ebook, Probability, Programming, Statistics
- Causal Inference: The Free eBook - Sep 25, 2020.
Here's another free eBook for those looking to up their skills. If you are seeking a resource that exhaustively treats the topic of causal inference, this book has you covered.
Books, Free ebook, Inference, Statistics
Machine Learning from Scratch: Free Online Textbook - Sep 22, 2020.
If you are looking for a machine learning starter that gets right to the core of the concepts and the implementation, then this new free textbook will help you dive in to ML engineering with ease. By focusing on the basics of the underlying algorithms, you will be quickly up and running with code you construct yourself.
Beginners, Free ebook, Machine Learning, Online Education
- Statistics with Julia: The Free eBook - Sep 14, 2020.
This free eBook is a draft copy of the upcoming Statistics with Julia: Fundamentals for Data Science, Machine Learning and Artificial Intelligence. Interested in learning Julia for data science? This might be the best intro out there.
Books, Data Science, Free ebook, Julia, Statistics
- Data Mining and Machine Learning: Fundamental Concepts and Algorithms: The Free eBook - Jul 21, 2020.
The second edition of Data Mining and Machine Learning: Fundamental Concepts and Algorithms is available to read freely online, and includes a new part on regression with chapters on linear regression, logistic regression, neural networks, deep learning and regression assessment.
Algorithms, Data Mining, Free ebook, Machine Learning
- Foundations of Data Science: The Free eBook - Jul 13, 2020.
As has become tradition on KDnuggets, let's start a new week with a new eBook. This time we check out a survey style text with a variety of topics, Foundations of Data Science.
Data Science, Free ebook
- PyTorch for Deep Learning: The Free eBook - Jul 7, 2020.
For this week's free eBook, check out the newly released Deep Learning with PyTorch from Manning, made freely available via PyTorch's website for a limited time. Grab it now!
Deep Learning, Free ebook, Neural Networks, PyTorch
- An Introduction to Statistical Learning: The Free eBook - Jun 29, 2020.
This week's free eBook is a classic of data science, An Introduction to Statistical Learning, with Applications in R. If interested in picking up elementary statistical learning concepts, and learning how to implement them in R, this book is for you.
Free ebook, R, Robert Tibshirani, Statistical Learning, Trevor Hastie
Understanding Machine Learning: The Free eBook - Jun 15, 2020.
Time to get back to basics. This week we have a look at a book on foundational machine learning concepts, Understanding Machine Learning: From Theory to Algorithms.
Algorithms, Book, Free ebook, Machine Learning
Natural Language Processing with Python: The Free eBook - Jun 8, 2020.
This free eBook is an introduction to natural language processing, and to NLTK, one of the most prevalent Python NLP libraries.
Free ebook, NLP, NLTK, Python
Deep Learning for Coders with fastai and PyTorch: The Free eBook - Jun 1, 2020.
If you are interested in a top-down, example-driven book on deep learning, check out the draft of the upcoming Deep Learning for Coders with fastai & PyTorch from fast.ai team.
Deep Learning, fast.ai, Free ebook, Jeremy Howard, PyTorch
Python For Everybody: The Free eBook - May 25, 2020.
Get back to fundamentals with this free eBook, Python For Everybody, approaching the learning of programming from a data analysis perspective.
Algorithms, Free ebook, Programming, Python
- Automated Machine Learning: The Free eBook - May 18, 2020.
There is a lot to learn about automated machine learning theory and practice. This free eBook can get you started the right way.
Automated Machine Learning, AutoML, Free ebook, Machine Learning
- The Elements of Statistical Learning: The Free eBook - May 11, 2020.
Check out this free ebook covering the elements of statistical learning, appropriately titled "The Elements of Statistical Learning."
Book, Free ebook, Robert Tibshirani, Statistical Learning, Trevor Hastie
- Deep Learning: The Free eBook - May 4, 2020.
"Deep Learning" is the quintessential book for understanding deep learning theory, and you can still read it freely online.
Aaron Courville, Book, Deep Learning, Free ebook, Ian Goodfellow, Neural Networks, Yoshua Bengio
A Concise Course in Statistical Inference: The Free eBook - Apr 27, 2020.
Check out this freely available book, All of Statistics: A Concise Course in Statistical Inference, and learn the probability and statistics needed for success in data science.
Book, Free ebook, Mathematics, Statistics
Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition - Apr 22, 2020.
If you find yourself quarantined and looking for free learning materials in the way of books and courses to sharpen your data science and machine learning skills, this collection of articles I have previously written curating such things is for you.
Books, Courses, Data Science, Free ebook, Machine Learning, MOOC
- Dive Into Deep Learning: The Free eBook - Apr 16, 2020.
This freely available text on deep learning is fully interactive and incredibly thorough. Check out "Dive Into Deep Learning" now and increase your neural networks theoretical understanding and practical implementation skills.
Book, Deep Learning, Free ebook, numpy
50 Must-Read Free Books For Every Data Scientist in 2020 - Mar 9, 2020.
In this article, we are listing down some excellent data science books which cover the wide variety of topics under Data Science.
Books, Data Science, Data Scientist, Free ebook
10 Free Must-read Books on AI - Nov 5, 2019.
Artificial Intelligence continues to fill the media headlines while scientists and engineers rapidly expand its capabilities and applications. With such explosive growth in the field, there is a great deal to learn. Dive into these 10 free books that are must-reads to support your AI study and work.
AI, Books, ebook, Free ebook
Another 10 Free Must-Read Books for Machine Learning and Data Science - Mar 6, 2019.
Here's a third set of 10 free books for machine learning and data science. Have a look to see if something catches your eye, and don't forget to check the previous installments for reading material while you're here.
Books, Data Science, ebook, Free ebook, Machine Learning
- Build an Anomaly Detection Project [Free Guidebook] - Jun 14, 2018.
Learn how to find value and insight in outliers in the latest anomaly detection guidebook by Dataiku, which includes use cases, and step-by-step guidance (including code samples) to starting an anomaly detection project.
Anomaly Detection, Dataiku, ebook, Free ebook
10 More Free Must-Read Books for Machine Learning and Data Science - May 28, 2018.
Summer, summer, summertime. Time to sit back and unwind. Or get your hands on some free machine learning and data science books and get your learn on. Check out this selection to get you started.
Books, Data Science, ebook, Free ebook, Machine Learning
- 7 Useful Suggestions from Andrew Ng “Machine Learning Yearning” - May 8, 2018.
Machine Learning Yearning is a book by AI and Deep Learning guru Andrew Ng, focusing on how to make machine learning algorithms work and how to structure machine learning projects. Here we present 7 very useful suggestions from the book.
Andrew Ng, Book, Data Cleaning, Data Preparation, Free ebook, Machine Learning, Metrics
Top 8 Free Must-Read Books on Deep Learning - Apr 10, 2018.
Deep Learning is the newest trend coming out of Machine Learning, but what exactly is it? And how do I learn more? With that in mind, here's a list of 8 free books on deep learning.
Deep Learning, Deep Neural Network, Free ebook, Machine Learning, Neural Networks
- Your guide to predictive analytics in media and entertainment - Nov 13, 2017.
Download your free guide to predictive analytics in media and entertainment for a look at the landscape and use cases, from Dataiku.
Dataiku, Entertainment, Free ebook, Media
- The Ultimate Guide to Basic Data Cleaning - Aug 24, 2017.
Data cleaning can seem intimidating, but it’s not hard if you know the basic steps. That’s why we’re excited to announce our newest ebook, “The Ultimate Guide to Basic Data Cleaning”!
Data Cleaning, Data Preparation, ebook, Free ebook
- Free Guidebook: Build a Complete Predictive Maintenance Strategy - Jul 18, 2017.
Learn how predictive maintenance differs from and better than traditional one; Use cases and potential data sources; and next steps for getting started.
Dataiku, Free ebook, Predictive Maintenance
10 Free Must-Read Books for Machine Learning and Data Science - Apr 10, 2017.
Spring. Rejuvenation. Rebirth. Everything’s blooming. And, of course, people want free ebooks. With that in mind, here's a list of 10 free machine learning and data science titles to get your spring reading started right.
Books, Data Science, ebook, Free ebook, Machine Learning
- Top KDnuggets tweets, Jan 04-10: Cartoon: When Self-Driving Car takes you too far; A massive collection of free programming books - Jan 11, 2017.
Also AI #DataScience #MachineLearning: Main Developments 2016, Key Trends 2017; Scikit-Learn Cheat Sheet: #Python #MachineLearning
2017 Predictions, Free ebook, Programming, scikit-learn, Self-Driving Car
- Free ebooks: Machine Learning with Python and Practical Data Analysis - Dec 5, 2016.
Two free ebooks: "Building Machine Learning Systems with Python" and "Practical Data Analysis" will give your skills a boost and make a great start in the New Year.
Data Analysis, Free ebook, Machine Learning, Packt Publishing, Python
5 EBooks to Read Before Getting into A Machine Learning Career - Oct 21, 2016.
A carefully-curated list of 5 free ebooks to help you better understand the various aspects of what machine learning, and skills necessary for a career in the field.
Bayesian, Data Science, Deep Learning, Free ebook, Machine Learning, Reinforcement Learning
- 5 EBooks to Read Before Getting into A Data Science or Big Data Career - Aug 11, 2016.
A short, carefully-curated list of 5 free ebooks to help you better understand what Data Science is all about and how you can best prepare for a career in data science, big data, and data analysis.
Big Data, Free ebook, Hadoop, Programming Languages, Simplilearn, Tableau
- New Andrew Ng Machine Learning Book Under Construction, Free Draft Chapters - Jun 20, 2016.
Check out the details on Andrew Ng's new book on building machine learning systems, and find out how to get your free copy of draft chapters as they are written.
Andrew Ng, Book, Free ebook, Machine Learning
- Free eBook: Healthcare Social Media Analytics and Marketing - May 27, 2016.
Get your free copy of a new ebook outlining social media marketing and analytics strategies (including code) for healthcare professionals.
Free ebook
- New Deep Learning Book Finished, Finalized Online Version Available - Apr 12, 2016.
What will likely become known as the seminal book on deep learning is finally finished, with the online version finalized and freely-accessible to all those interested in mastering deep neural networks.
Aaron Courville, Book, Deep Learning, Free ebook, Ian Goodfellow, Yoshua Bengio
- Netflix Prize Analyzed: Movie Ratings and Recommender Systems - Mar 18, 2016.
A 195-page monograph by a top-1% Netflix Prize contestant. Learn about the famous machine learning competition. Improve your machine learning skills. Learn how to build recommender systems.
Free ebook, Netflix, Recommender Systems
- Free Book Download: Statistical Learning with Sparsity: The Lasso and Generalizations - Jan 6, 2016.
We witness an explosion of Big Data in finance, biology, medicine, marketing, and other fields. This book describes the important statistical ideas for learning from large and sparse data in a common conceptual framework.
Free ebook, Lasso, Robert Tibshirani, Trevor Hastie
- 60+ Free Books on Big Data, Data Science, Data Mining, Machine Learning, Python, R, and more - Sep 4, 2015.
Here is a great collection of eBooks written on the topics of Data Science, Business Analytics, Data Mining, Big Data, Machine Learning, Algorithms, Data Science Tools, and Programming Languages for Data Science.
Book, Brendan Martin, Data Mining, Data Science, Free ebook, Machine Learning, Python, R, SQL
- More Free Data Mining, Data Science Books and Resources - Mar 25, 2015.
More free resources and online books by leading authors about data mining, data science, machine learning, predictive analytics and statistics.
Book, Data Mining, Data Science, Free ebook, Machine Learning
- Top KDnuggets tweets, Sep 19-21: Dilbert funniest cartoons on #BigData, data mining; Guess which pattern is random - Sep 22, 2014.
Guess which pattern is random, which machine-generated? Dilbert 20 funniest cartoons on #BigData, data mining, privacy; Data Scientist Cartoon; Neural Networks and Deep Learning, free online book (draft).
Cartoon, Deep Learning, Dilbert, Free ebook, Neural Networks, Random
- 9 Free Books for Learning Data Mining and Data Analysis - Apr 29, 2014.
Whether you are learning data science for the first time or refreshing your memory or catching up on latest trends, these free books will help you excel through self-study.
Alex Ivanovs, Algorithms, Analysis, Data Mining, Free ebook, Programming
- New Book: Social Media Mining – free PDF download - Apr 22, 2014.
Social Media Mining integrates social media, social network analysis, and data mining to enable students, practitioners, researchers, and managers to understand the basics and potentials of this field.
Book, Free ebook, Huan Liu, Social Media, Social Media Analytics
- Free e-book on Data Science with R - Feb 15, 2013.
An Introduction to Data Science, developed for Syracuse U. Certificate for Data Science, is freely downloadable and available on iTunes.
Free ebook, R
