Tag: book
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Free Big Data Analytics For Dummies eBook
Alteryx is offering the book, Big Data Analytics For Dummies, for free. If you are new to the term big data, this book provides a brief (about 40 pages) overview of the topic and what big data should be able to do for your company. You have to register, but it is worth it for…
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Probabilistic Programming and Bayesian Methods for Hackers Online Book
Probabilistic Programming and Bayesian Methods for Hackers is an open source online book. The book is developed with iPython, so it can be read in a variety of formats: web, PDF, or locally with iPython installed. Also, contributions are welcome via the Github repository for the book (or you can email the authors). This is…
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Probabilistic Programming and Bayesian Methods for Hackers Online Book
Probabilistic Programming and Bayesian Methods for Hackers is an open source online book. The book is developed with iPython, so it can be read in a variety of formats: web, PDF, or locally with iPython installed. Also, contributions are welcome via the Github repository for the book (or you can email the authors). This is…
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Free Book on Big Data
Jason and Jeremy Kolb of Applied Data Labs recently released a new book, Secrets of the Big Data Revolution. As of today, it is free on Amazon. I have just started it, and it is good so far. It is only free for a limited time.
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New Graph Database Book
O’Reilly is releasing a free early (unedited) edition of the book, Graph Databases. The book is authored by Ian Robinson, Jim Webber, and Emil Eifrém. All three authors are members of Neo Technology, the maker of the super-popular Neo4j graph database.
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Free Textbook and Toolkit: Natural Language Processing with Python
This is an online, HTML version of the book, Natural Language Processing with Python. The book is a companion for NLTK which is a free, open source toolkit, written in python, for Natural Language Processing (NLP).
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Programmer’s Guide to Data Mining – A free ebook
Ron Zacharski is currently writing a data mining book, A Programmer’s Guide to Data Mining. The book is targeted at programmers that want to know when and how to apply recommendation engines and other data mining techniques. The book is still in the writing phase, but I can say the first couple chapters are excellent.…
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Free Natural Language Processing Book
Natural Language Processing for the working Programmer Beyond the title, no more explanation is needed.
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Free Data Analysis Textbook
Cosma Shalizi of the Statistics Department at Carnegie Mellon University is working on an Advanced Data Analysis from an Elementary Point of View textbook. A copy of the textbook will remain freely available on the website. Since the textbook is still being created, comments are welcome.
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Elements of Statistical Learning Textbook (Free)
The Elements of Statistical Learning textbook is available for free. It is a classic, widely-used textbooks for statistics and machine learning. Here is a far from complete list of some of the topics: Supervised Learning Linear/Logistic Regression Regularization Model Selection Trees Neural Networks Support Vector Machines Random Forests Unsupervised Learning Clustering As you can see,…
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Interactive Data Visualization for the Web – Free Online Textbook
Interactive Data Visualization for the Web – OFPS – O'Reilly Media is an open textbook for using D3, a javascript library, to merge the following practices. Data Visualization Interactive Design Web Development The book is in early release and all the sections are available. You are also welcome to comment on any part of the…