Books & Writing
Books and writing: reading lists, essays, authors, the craft of writing, and literature.
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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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Readings comp.uark.edu
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Readings andrew.cmu.edu
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book amazon.com
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Lectures aaronbloomfield.github.io
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Writing a Terraform provider web.archive.org
Guide for creating custom providers.
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Terraform for Ops e-book terraformforops.com
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The Terraform Book terraformbook.com
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A Comprehensive Guide to Terraform gruntwork.io
Series of blog posts from the author of "Terraform: Up & Running" that guide the reader from beginning with Terraform to using it in the real world.
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Writing Custom Providers developer.hashicorp.com
Official documentation for creating custom providers.
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compliance.tf docs compliance.tf
Free Terraform implementations of SOC 2, PCI DSS, HIPAA, NIST 800-53, and 35+ other compliance controls — open reference for writing compliant infrastructure code.
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Big Little Book On Terraform amazon.com
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The SSO Wall of Shame sso.tax
A documented rant on the excessive pricing practiced by SaaS providers to activate SSO on their product. The author's point is, as a core security feature, SSO should be reasonably priced and not part of an exclusive tier.
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Google paper's author compares Macaroons and JWTs news.ycombinator.com
As a consumer/verifier of macaroons, they allow you (through third-party caveats) to defer some authorization decisions to someone else. JWTs don't.
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IAM Is The Real Cloud Lock-In forrestbrazeal.com
A little click-baity, but author admit that “It depends on how much you trust them to 1. Stay in business; 2. Not jack up your prices; 3. Not deprecate services out from under you; 4. Provide more value to you in business acceleration than they take away in flexibility.”
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SAML: A Fractal of Bad Design blog.trailofbits.com
“SAML is being crushed under the weight of its own complexity.” The author lists five flaws that compound: “1. Built on XML; 2. Canonicalization; 3. Enveloped signatures; 4. 'Kitchen-sink' design; 5. Ossification.” So instead of one more mitigation, identity providers get a…
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CamelCase Models with FastAPI and Pydantic medium.com
Accompanying blog post from the author of the extension.
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Introducing Plotly Dash medium.com
A high level introduction to Dash by Chris Parmer, the author of Dash. This essay was released as part of Dash's official launch (June 21, 2017).
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GutenSearch gutensearch.com
Look inside the books of Project Gutenberg. Source Code.
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Writing portable serverless applications medium.com
Post on how to write portable serverless applications that can run on different compute environments.
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AI as a Service manning.com
A book that teaches you how to harness the power of cloud-based AI services and serverless computing. An engineering approach to serverless AI.
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