A gallery of interesting IPython notebooks github.com

Apache cTAKES ctakes.apache.org

paper - code - A system for processing the text in electronic medical records. Widely used and open source.

Weka cs.waikato.ac.nz

suite of machine learning software.

CodeFlash.AI codeflash.ai

Ship Blazing-Fast Python Code — Every Time.

CatalyzeX chrome.google.com

Amazon AWS aws.amazon.com

Coursera Natural Language Processing Specialization coursera.org

Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.

Coursera Deep Learning Specialization coursera.org

New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.

Congressional Stock Brain congressionalstockbrain.com

Free AI-powered tool that scores U.S. congressional STOCK Act trade disclosures by significance. Machine-scored signals from 537 lawmakers's public trade filings.

Chain of Thought chainofthought.show

Interviews with AI and data infrastructure leaders on building production systems.

CatBoost catboost.ai

BGPT MCP bgpt.pro

MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores. GitHub

aws.amazon.com/datasets aws.amazon.com

Amazon public datasets.

UC Irvine Machine Learning Repository archive.ics.uci.edu

contains data sets good for machine learning

Everyday Data Science amazon.com

& (cheaper PDF version)

Academic Torrents academictorrents.com

Sharing enormous datasets.

Neon neon.tech

Serverless Postgres database service

Yann Lecun yann.lecun.com

CS 156 work.caltech.edu

Textbook web.stanford.edu

A free textbook with slides, exercises, code, and course material by Stephen Boyd and Lieven Vandenberghe.

CS 223A see.stanford.edu

6.006 ocw.mit.edu

Lecture Videos mmds.org

free e-book comprehended by an online course

Textbook mitpress.mit.edu

fantastic blog matt.might.net

CS 473/573 jeffe.cs.illinois.edu

CS 231n cs231n.stanford.edu

CS 224d cs224d.stanford.edu

CS 109 cs109.github.io

CS 287 cs.berkeley.edu

book algorist.com

CS 188 ai.berkeley.edu

, Lecture Videos, 2

Terrateam terrateam.io

Open-source alternative to Terraform Cloud/Enterprise, GitOps-first with native GitHub integration and designed for scale, security, and reliability.

terramantle.dev terramantle.dev

A registry that focuses on module & state insights, tackling dependency management

Stategraph stategraph.com

Terraform and OpenTofu without the state file bottleneck. Replace the flat state file with a real database. Teams plan in parallel, state is queryable via SQL, and plans run in seconds instead of minutes. :heavy_dollar_sign:

Speakeasy speakeasy.com

Generate a terraform provider from an OpenAPI specification.

Spacelift spacelift.io

Alternative to Terraform Cloud/Enterprise. Collaborative Infrastructure Delivery Platform for Terraform :heavy_dollar_sign:

HashiCorp Terraform marketplace.visualstudio.com

Syntax highlighting, linting, formatting, and validation for Hashicorp's Terraform

Terraform in Depth manning.com

Book with OpenTofu sections.

library.tf library.tf

Library.tf is built and designed to not just provide you with all of the registry information for Terraform and OpenTofu but to provide all of the insights you need to make decisions. Quickly find modules or providers that are supported and maintained and not full of bugs.

Coder coder.com

Coder provisions software development environments on your infrastructure via Terraform.

Hidden OAuth attack vectors portswigger.net

How to identify and exploit some of the key vulnerabilities found in OAuth 2.0 authentication mechanisms.

GDPR Tracker gdpr.eu

Europe's reference site.

Unofficial Weekly Google Cloud Platform newsletter gcpweekly.com

Relevant keywords: IAM and Security.

An Overview of Cryptography garykessler.net

“This paper has two major purposes. The first is to define some of the terms and concepts behind basic cryptographic methods, and to offer a way to compare the myriad cryptographic schemes in use today. The second is to provide some real examples of cryptography in use today.”

GDPR Enforcement Tracker enforcementtracker.com

List of GDPR fines and penalties.

OAuth 2.0 Security Best Current Practice datatracker.ietf.org

“Updates and extends the OAuth 2.0 Security Threat Model to incorporate practical experiences gathered since OAuth 2.0 was published and covers new threats relevant due to the broader application”.

SQLModel sqlmodel.tiangolo.com

SQLModel (which is powered by Pydantic and SQLAlchemy) is a library for interacting with SQL databases from Python code, with Python objects.

User Group groups.google.com

Discuss all user issues related to using Vert.x.

Continuous Delivery for Kubernetes manning.com