Books & Writing
Books and writing: reading lists, essays, authors, the craft of writing, and literature.
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François Chollet's Twitter twitter.com
Author of Keras - has interesting Twitter posts and innovative ideas.
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Neural Networks and Deep Learning neuralnetworksanddeeplearning.com
This book covers many of the core concepts behind neural networks and deep learning.
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Some other books I have read books.google.ca
Some books listed here are less related to deep learning but are still somehow relevant to this list.
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How to Create a Mind amazon.com
The audio version is nice to listen to while commuting. This book is motivating about reverse-engineering the mind and thinking on how to code AI.
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Clean Code amazon.ca
Get back to the basics you fool! Learn how to do Clean Code for your career. This is by far the best book I've read even if this list is related to Deep Learning.
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The People + AI Guide book pair.withgoogle.com
Learn how to design human-centered AI products.
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Building Machine Learning Projects with Tensorflow packtpub.com
by Rodolfo Bonnin. This book covers various projects in TensorFlow that expose what can be done with TensorFlow in different scenarios. The book provides projects on training models, machine learning, deep learning, and working with various neural networks. Each project is an…
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Notes on writing people.csail.mit.edu
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CrypTool book cryptool.org
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Deep Learning using TensorLayer broadview.com.cn
by Hao Dong et al. This book covers both deep learning and the implementation by using TensorFlow and TensorLayer.
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Writing Research Papers dgp.toronto.edu
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Common mistakes in technical writing cs.dartmouth.edu
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Good Writing cs.cmu.edu
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The Code Book simonsingh.net
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The Porter Stemmer Algorithm tartarus.org
The ‘official’ home page for distribution of the Porter Stemming Algorithm, written and maintained by its author, Martin Porter.
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Natural Language Processing with Python nltk.org
The book from the NLTK package.
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15 most popular books on good reads goodreads.com
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Essentials of Linguistics, 2nd edition ecampusontario.pressbooks.pub
An introductory book (2nd edition).
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Children's Book Test uclmr.github.io
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Writing a Training Loop in JAX + FLAX by Saurav Maheshkar and Soumik Rakshit wandb.ai
A tutorial on writing a simple end-to-end training and evaluation pipeline in JAX, Flax and Optax.
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Writing an MCMC sampler in JAX by Jeremie Coullon jeremiecoullon.com
Tutorial on the different ways to write an MCMC sampler in JAX along with speed benchmarks.
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Investing for Programmers manning.com
A book about maximizing your portfolio, analyzing markets, and making data-driven investment decisions using Python and generative AI
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Financial AI in Practice manning.com
A book about creating profitable, regulation-compliant financial applications.
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Build Financial Software with Generative AI manning.com
Book about how to build financial software hands-on using generative AI tools like ChatGPT and Copilot.
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Explore Finance Service Libraries & Projects kandi.openweaver.com
Explore a curated list of Fintech popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi.
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41 Essential Machine Learning Interview Questions (with answers) springboard.com
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Most Viewed Machine Learning writers quora.com
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Online Statistics Book onlinestatbook.com
An Interactive Multimedia Course for Studying Statistics
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Awesome Deep Learning Reading List deeplearning.net
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Convex Optimization web.stanford.edu
Convex Optimization book by Stephen Boyd - Free Download
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Suppr suppr.wilddata.cn
AI literature search, document translation, and deep-research workspace for researchers.
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MetaReview metareview-8c1.pages.dev
Free online meta-analysis platform with 11 interactive D3.js statistical charts (forest plot, funnel plot, Galbraith, L'Abbé, Baujat, etc.), 5 effect size measures, AI literature screening, and publication-ready report export. github.com
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grouplens.org grouplens.org
Sample movie (with ratings), book and wiki datasets
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Machine Learning Books for Beginners appliedaicourse.com
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Angewandte Data Science angewandtedatascience.de
German book about applied data science
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Structuring a Large App reflex.dev
Architect scalable web applications effectively
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Designing a Pure Python Web Framework reflex.dev
Explore advanced framework architecture patterns
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Book stanford.edu
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Open Sourced Elective: Database and Rails schneems.com
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Readings philipmjohnson.github.io
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Experiences philipmjohnson.github.io
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IDE neilvandyke.org
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Crowd Sourced Book github.com
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Book dcg.ethz.ch
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Readings css.csail.mit.edu
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Readings css.csail.mit.edu
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