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Nov 04, 2026
Miscellaneous Tools / Visualization Tools
- PredictorLab (⭐67) - Self-hosted tabular ML: leakage guard, conformal intervals, profit-optimized thresholds, counterfactuals, drift monitoring. Docker, REST API, MCP server. MIT.
Oct 31, 2026
Tools
- ai-evaluation (⭐128) - Open-source LLM and agent evaluation framework with 50+ metrics, LLM-as-Judge augmentation, and guardrail scanners (jailbreak, PII, prompt-injection). Useful for scoring RAG outputs, agent trajectories, and function-calling behavior in data-science workflows.
Research & Knowledge Retrieval
- BGPT MCP - 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.
Workflow
- sim - Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.
Tutorials
Free Courses
- Convex Optimization - Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
- ML Observability Fundamentals - Learn how to monitor and root-cause production ML issues.
- Prompt Engineering for Vision Models - Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.
- Data Science Course By IBM - Free resources and learn what data science is and how it’s used in different industries.
MOOC's
- Google Advanced Data Analytics Certificate – Professional courses in data analysis, statistics, and machine learning fundamentals.
Colleges
Comparison / Modern Data Mining Algorithms
General Machine Learning Packages / Deep Learning architectures
- me_fasttext (⭐1) - Memory-efficient FastText variant with exact trie n-gram IDs, structure-aware row sharing, and mmap serving for large-vocabulary NLP.
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Advances in Evolutionary Algorithms - Free Download
- Genetic Programming: New Approaches and Successful Applications - Free Download
- Evolutionary Algorithms - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
Journals, Publications and Magazines / Book Deals (Affiliated)
- Maxim AI. Tool for AI Agent Simulation, Evaluation & Observability.
Newsletters / Book Deals (Affiliated)
- DiamantAI. Practical AI engineering and generative AI explained simply: RAG, agents, and LLM application patterns for builders.
Bloggers / Book Deals (Affiliated)
- Wes McKinney - Wes McKinney Archives.
- Harvard Data Science - Thoughts on Statistical Computing and Visualization
- Sebastian's Blog - Blog for NLP and transfer learning!
Podcasts / Book Deals (Affiliated)
YouTube Videos & Channels / Book Deals (Affiliated)
Data Science Competitions / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
- ADS-B Exchange - Specific datasets for aircraft and Automatic Dependent Surveillance-Broadcast (ADS-B) sources.
- data.gov - The home of the U.S. Government's open data
- enigma.com - Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
- US Truck-Involved Fatal Crashes (FARS) 2018-2024 - Filtered subset of NHTSA Fatality Analysis Reporting System covering 33,898 fatal crashes involving medium and heavy commercial trucks across all 50 US states, 2018-2024. Includes interactive Vision Zero Report Card comparing 19 cities, reproducible Python pipeline on GitHub (⭐2), and HuggingFace mirror. Permanent DOI, CC BY 4.0.
- Open Data Philly Connecting people with data for Philadelphia
- UC Irvine Machine Learning Repository - contains data sets good for machine learning
- Movebank - Free platform archiving 6B+ animal movement records from GPS and satellite telemetry. Open REST API, useful for spatiotemporal modeling and trajectory ML.
Other Awesome Lists / Book Deals (Affiliated)
- Awesome Python Math Packages (⭐18) - A curated list of Python packages for mathematics, from linear algebra and optimization to statistics and topology.
Oct 27, 2026
Tutorials
- AgentFEM Simulation-to-Surrogate Mini-Lab - Compare raw and physics-informed features in a NumPy regression exercise using ten finite-element cases and a held-out split.
Oct 25, 2026
Tutorials
- Machine Learning 101 - Free browser-based platform that teaches core machine learning algorithms through hands-on, interactive visualizations with no setup.
Oct 24, 2026
Tools
- Dex (⭐92) - Open-source agent skills for analytics engineering: profile warehouse tables read-only with PII flags and verified joins, author dbt models and semantic layers as reviewable diffs, and detect schema drift.
Oct 23, 2026
Tutorials
- AI Engineer Interview Prep (⭐33) - 267 AI engineer interview questions with answers, 10 worked system designs, and 12 company loop guides.
Oct 18, 2026
Free Courses
- Data Science Path by Coddy - Free interactive path from Python and SQL through statistics and machine learning with scikit-learn, with code written and run in the browser.
- Data Analyst Path by Coddy - Free interactive path through Excel, SQL, Python, NumPy and Pandas, with code written and run in the browser.
Oct 17, 2026
Projects
- VulnState (⭐3) - Open-source Python library that joins NVD, EPSS and CISA KEV vulnerability data and analyzes each CVE's disclosure timeline with NumPy and pandas.
Tutorials
- Skillancy SQL Compiler - A browser-based PostgreSQL playground with a sample schema and interview-style practice queries.
- Skillancy Python Compiler - A browser-based Python environment with NumPy and Pandas for data analysis practice.
Datasets / Book Deals (Affiliated)
- The Deploy Log (⭐0) - AI products, models and APIs that shipped and are available now: 1,663 rows from 124 companies (October 2026), each dated and linked to the publisher's own page, refreshed daily from deployedbyai.com/log. CSV and JSON, CC BY 4.0, no login.
Oct 16, 2026
Projects
- Amazon Bestsellers Tracker (⭐0) - Open-source Python + SQLite tracker that snapshots Amazon Best Sellers across 17 country stores daily, with example SQL diff queries for rank jumps and new entries.
- Walmart Deals Tracker (⭐0) - Open-source Python + SQLite watcher for Walmart Rollback-only deals, with example SQL queries for price drops and first-party vs marketplace filtering.
Datasets / Book Deals (Affiliated)
- US Traffic Ticket Courts and Payment Portals (⭐0) - Which court or agency handles a traffic citation in 54 US cities across 21 states, each with the court's own official payment or contest page (no third-party payment sites), fine notes, traffic-school eligibility and points rules. JSON, CSV and JSONL; CC0; no login.
- AI Crawler robots.txt Study - robots.txt policies of the Tranco top 10,000 domains (October 2026), one row per domain with rank band and whether AI training, AI search and user-triggered crawlers are named or blocked. CSV, CC BY 4.0.
Oct 13, 2026
Datasets / Book Deals (Affiliated)
- USASI Catalog - 150 U.S. AI organizations and 270 U.S.-led open models, software, datasets, and evaluation tools, with licenses, availability, maintainers, and release dates; each row links to a record page that cites a primary source for every statement. CSV, CC BY 4.0, loadable with the datasets library.
Oct 09, 2026
Deep Learning Packages / Visualization Tools
- cvdmaps - Colorblind-safe colormaps and color cycles for matplotlib. matplotlib's default cycle is not colorblind-safe; one call swaps it for an Okabe-Ito palette verified under protanopia, deuteranopia and tritanopia.
Datasets / Book Deals (Affiliated)
- Tour Group Headset and Loudspeaker Rules - 198 written rules from 36 countries on how guided tour groups may be heard at museums, palaces, archaeological sites and historic city centres (headset requirements, loudspeaker bans), each checked against its official source. CSV and JSONL, CC-BY-4.0.
Oct 03, 2026
Tools
- YYLO Ledger (⭐1) - Command-line task and workflow ledger for coding-agent projects: stores the Kanban board and task state as hash-chained Markdown inside the repository, tracks receipts and archives, and drives typed merge and release flows across agent worktrees. MIT licensed.
Oct 02, 2026
Datasets / Book Deals (Affiliated)
- US Provider Industry Payments (⭐0) - 1.65M US healthcare providers joined by NPI to the drug and device company payments reported to them in CMS Open Payments (2019-2025): total, payment count, largest payer and payment type, with state and specialty rollups. Gzipped CSV, no login, CC0, Zenodo DOI 10.5281/zenodo.23098004.
- US Tariff Data (⭐1) - The US Harmonized Tariff Schedule (about 30,000 lines with rates), chapter 99 additional duties by country (Section 301, 232 and others) and EU import duties by HS subheading and origin, refreshed with each HTS revision. CSV and JSON, no login, CC0 (US data) and OGL v3 (EU data), Zenodo DOI 10.5281/zenodo.23093989.
Sep 30, 2026
Tools
- YYLO Benchmark (⭐2) - Open-source trusted-host experiment runner for historical agent tasks, supplied coding prompts, and workflows. Runs independent attempts with retained outputs, and compares models, harnesses, and configurations with different checks or judges later. MIT licensed.
- YYLO (⭐66) - Open-source command-line orchestrator for coding agents and repeatable workflows, with typed task, validation, merge, and release-readiness boundaries and receipt-backed repository changes. MIT licensed, installable via npm.
Sep 27, 2026
Projects
- Synthetic Hospital (⭐149) - A Medical Benchmark & EHR Simulation Platform
Sep 26, 2026
Tools
- Jev Social (⭐193) - Read-only social research agent that lets Jev choose bounded Instagram, TikTok, and LinkedIn operations, runs them through the local socai CLI in Chrome, and preserves source-linked evidence beside a cited report.
Sep 24, 2026
MOOC's
- QuiddityML - Short lessons with hands-on coding exercises and spaced repetition, covering Python, PyTorch, math for ML, ML foundations, NLP, and computer vision.
Deep Learning Packages / PyTorch Ecosystem
- OpenLanguageModel (⭐27) - PyTorch-native library for building, training and teaching transformer language models, with architectures written as ordinary nn.Modules.
Sep 21, 2026
Datasets / Book Deals (Affiliated)
- WhatFontIs-Bench (⭐1) - Synthetic benchmark for font family identification with 11,995 images of words set in 600 known fonts, annotated with word and per-letter boxes.
Sep 09, 2026
Deep Learning Packages / PyTorch Ecosystem
- TorchDR (⭐216) - GPU and multi-GPU dimensionality reduction with a scikit-learn-compatible API.
Sep 07, 2026
Intensive Programs
- Great Learning Data Science Programs - A collection of online data science and analytics certificate, postgraduate, and degree programs.
General Machine Learning Packages / Deep Learning architectures
- PhilanthroPy (⭐12) - Scikit-learn native toolkit for nonprofit fundraising analytics: leakage-safe donor propensity, lapse, planned-giving, wealth-screening and revenue-forecasting estimators.
Sep 04, 2026
Tools
- Kitaru (⭐314) - Open-source platform that records real AI agent runs, replays them against changes, and evaluates outcomes before deployment.
YouTube Videos & Channels / Book Deals (Affiliated)
- AI Talks - Searchable summaries and topic index for practical AI engineering talks and conference videos.
Sep 02, 2026
Datasets / Book Deals (Affiliated)
- Pokemon Card Centering Measurements (⭐0) - 320 measured PSA-style centering annotations (left/right and top/bottom border percentages, tilt) across 302 real eBay-listed Pokemon cards. CSV, CC BY 4.0, Zenodo DOI.
- Pokemon Card Sold-Price Reference by Grade (⭐0) - Median sold price by grade (raw, PSA 9, PSA 10) for 486 Pokemon cards, with sample size and confidence flag per card. CSV, CC BY 4.0, Zenodo DOI.
- Evidaxis Momentum Snapshots - Weekly snapshots of public development and citation activity for open-source and research-native AI systems, content-addressed and byte-reproducible from public inputs. JSON and CSV per snapshot date, CC0, DOI 10.5281/zenodo.21076011.
Aug 26, 2026
Deep Learning Packages / Visualization Tools
- FlexViz (⭐81) - Python library for interactive, cross-filtered dashboards that stay responsive on 100M+ rows by aggregating with Polars on the server.
Aug 18, 2026
Datasets / Book Deals (Affiliated)
- HDD Price Index (⭐0) - Daily open dataset of the cheapest new internal 3.5" SATA hard-drive price per terabyte (USD/TB) by capacity tier on Amazon US, with a historical time series. CSV, JSON and JSONL, no login, CC BY 4.0.
Aug 10, 2026
Newsletters / Book Deals (Affiliated)
- Bamboo Weekly - Weekly pandas exercises based on current events and real-world public data, with fully worked solutions. Issues older than two years are free, as are the first two questions + answers in current issues. Archive.
Jul 25, 2026
Frameworks
- Lumen (⭐318) - Agent framework for chatting with data, turning natural language into SQL, transformation pipelines and visualizations. Outputs are declarative specs that can be inspected, edited, reopened in a notebook or composed into a dashboard.
Jul 18, 2026
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Mining Massive Datasets - free e-book comprehended by an online course
Bloggers / Book Deals (Affiliated)
- Drew Conway - Personal Web Page
- Noah Iliinsky - Personal Blog
- Clare Corthell - The Open Source Data Science Masters
Podcasts / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
Jul 16, 2026
Datasets / Book Deals (Affiliated)
- College ROI Dataset (⭐1) - Lifetime return-on-investment estimates for ~30K US bachelor's programs across 1,775 institutions, built from FREOPP, IPEDS, and BEA regional price data. 5 CSVs with data dictionary, CC BY 4.0, Zenodo DOI.
Jul 11, 2026
Datasets / Book Deals (Affiliated)
- State of Peptides 2026 - Structured reference dataset of 156 peptide and peptide-adjacent compounds, each with a regulatory status bucket, category, route, half-life, molecular weight, CAS number, reference count, and PubChem/DrugBank/Wikidata IDs. CSV and JSON, no login, CC BY 4.0.
Jul 10, 2026
Datasets / Book Deals (Affiliated)
- BDE Score (⭐4) - AI-powered multi-market stock analysis with transparent BDE scoring across 73 stocks (US/HK/A-share). EU AI Act Art.50 compliant. MIT license.
Jul 07, 2026
Datasets / Book Deals (Affiliated)
- Verified Supplement Evidence (⭐3) - Evidence-graded dietary-supplement dataset covering dosing, bioavailability by form, drug-nutrient interactions, NHANES deficiency prevalence, FDA FAERS adverse-event signals, and cost-per-effective-dose, with every clinical claim citing a PubMed PMID. CC BY 4.0, DOI 10.57967/hf/9356.
Jul 06, 2026
Datasets / Book Deals (Affiliated)
- Chinese Tea Dataset - Curated open dataset of 100+ Chinese teas with category, origin, caffeine level, flavor notes, oxidation, and brewing parameters. Available as JSON and CSV.
Jun 28, 2026
Datasets / Book Deals (Affiliated)
- Encyclopedia of Life - Open structured data on 1.9M+ species, including traits, classification, and media. Free API and bulk downloads for biodiversity and species-classification tasks.
Jun 16, 2026
Tutorials
- Train LLM From Scratch (⭐12k) - A straightforward method for training your LLM, from downloading data to generating text.
Jun 07, 2026
Research & Knowledge Retrieval
- Spraay x402 Gateway - x402 payment gateway with 23 Research & Reference endpoints for AI agents: Wikipedia, arXiv, PubMed, Wikidata, academic citation lookup, entity extraction, and more. Pay-per-call in USDC on Base & Solana — no API keys or subscriptions. Also serves 150+ endpoints across 39 categories including geospatial, AI inference, DeFi, and compute. GitHub
Jun 05, 2026
Deep Learning Packages / Visualization Tools
- torchvista (⭐767) - Interactive notebook-based tool to visualize the forward pass of any PyTorch model.
May 30, 2026
Tutorials
- How to Build Optimal AI Agents That Actually Work - A developer handbook on designing and building effective AI agents.
May 26, 2026
Research & Knowledge Retrieval
- II-Commons (⭐16) - Daily-updated skill and CLI for deterministic retrieval across arXiv, PubMed/PMC, and supported US policy corpora.
May 22, 2026
Tutorials
- TutorialSearch - Free cross-platform search engine indexing 50,000+ tutorials from Udemy, Skillshare, Pluralsight, and other major learning platforms across 45+ categories.
May 20, 2026
Research & Knowledge Retrieval
- Suppr - AI literature search, document translation, and deep-research workspace for researchers.
May 18, 2026
Other Awesome Lists / Book Deals (Affiliated)
- ML/AI Interview Prep (⭐28) - 500+ ML/AI interview Q&A with runnable code — covers ML fundamentals, deep learning, NLP, PyTorch, scikit-learn pipelines, and system design
May 17, 2026
Free Courses
- Neural Networks: Zero to Hero - A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.
Datasets / Book Deals (Affiliated)
- The Quiet-Broke Index - A 30-metro composite ranking of how much of a $400K household income gets consumed by housing, taxes, childcare, healthcare, and transport. Open methodology, free, no email gate.
May 14, 2026
Datasets / Book Deals (Affiliated)
- Packrift Packaging Optimization Benchmark Corpus - Public packaging product dataset generated from 1,000 exact-spec SKU records, with downloadable CSV and JSON files for ecommerce fulfillment and warehouse analysis.
May 11, 2026
Free Courses
- Data Science (⭐22k) - Open Source Society University
May 10, 2026
Research & Knowledge Retrieval
- Chunk Tuner (⭐2) - Open-source Python library and MCP server to benchmark document chunking strategies for RAG, score retrieval quality, and recommend configurations for a corpus.
May 08, 2026
Tools
- CAJAL (⭐24) - Local AI agent for generating publication-ready scientific papers with real arXiv citations, IMRaD structure, and tribunal scoring. Runs 100% offline via Ollama with 4B-9B models. MIT licensed. HuggingFace
May 07, 2026
Tutorials
- StepByStepML - Interactive calculator that visualizes the step-by-step manual math behind machine learning algorithms for exam prep.
Apr 26, 2026
Tools
- DeepAlpha (⭐53) - AI crypto trading framework using LightGBM + XGBoost ensemble with 72 ML features. 70.9% walk-forward validated accuracy on out-of-sample data. Supports Bybit and Binance. MIT licensed, available on PyPI.
Apr 22, 2026
Datasets / Book Deals (Affiliated)
- Crime Brasil - Open-data platform for Brazilian crime statistics. Neighborhood-level in Rio Grande do Sul (2.99M incidents across 79,024 neighborhoods, 2022–2025), municipality-level for MG and RJ, plus national PRF highway and DATASUS interpersonal-violence data. Free REST API, CSV/Parquet, daily updates, CC BY 4.0.
Apr 17, 2026
Datasets / Book Deals (Affiliated)
- Helium - Real-time news corpus with structured bias features across 15+ dimensions (3.2M+ articles, 5,000+ sources), live financial market data (stocks, ETFs, crypto) with AI-generated analysis, ML options pricing with probability metrics and full Greeks, historical options chain data for quantitative research; available via MCP server or REST API.
Apr 16, 2026
Tools
- Not Human Search - Search engine for AI agents that indexes 9,000+ AI tools and APIs, scoring each on agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin.json). REST API and MCP server for programmatic tool discovery. GitHub (⭐9)
Books / Visualization Tools
- Executive Data Science: A high-level guide to managing data science teams and projects.
- Introduction to Modern Statistics: A modern, open-access textbook on statistics with a heavy focus on data science applications.
- The Art of Data Science: Focuses on the "art" of data analysis, how to ask the right questions and refine them.
Journals, Publications and Magazines / Book Deals (Affiliated)
- 8bitconcepts - AI industry research and analysis with papers on AI pricing, enterprise adoption, and evaluation frameworks.
Other Awesome Lists / Book Deals (Affiliated)
- AI Dev Jobs - Job board focused on AI/ML engineering roles with 5,400+ listings and a free REST API.
Apr 10, 2026
Datasets / Book Deals (Affiliated)
- Japan Neighborhoods - English dataset of Tokyo crime statistics across 5,078 neighborhoods × 7 years (36,222 records, 2018-2024), sourced from Tokyo Metropolitan Police open data. Includes interactive crime map, safety grading, and cost-of-living index. CC BY licensed.
Apr 05, 2026
Datasets / Book Deals (Affiliated)
- ZipCheckup (⭐4) - Free ZIP-level environmental safety data for 42,000+ US ZIP codes: water quality, air quality, PFAS contamination, radon, lead, flood risk, and 11 more verticals. Public REST API, npm/PyPI packages, CC BY 4.0.
Apr 03, 2026
Deep Learning Packages / Visualization Tools
Apr 02, 2026
Beginner Roadmap
- Learn Python – Start with basics: variables, loops, functions
- Learn core libraries – Pandas, NumPy, Matplotlib, Scikit-Learn
- Practice with beginner projects – Try Titanic survival or house price prediction on Kaggle
- Learn Math basics – Statistics, Linear Algebra, Probability
- Move into ML – Supervised learning → Unsupervised → Deep Learning
Newsletters / Book Deals (Affiliated)
- AI Weekly - Curated AI intelligence briefing from industry leaders covering models, funding, policy, and applications. 3x/week since 2017, 40K+ subscribers.
Apr 01, 2026
Newsletters / Book Deals (Affiliated)
- Techpresso. A free daily newsletter covering the most impactful developments in AI, ML, and tech. Archive.
Datasets / Book Deals (Affiliated)
- latamdata-py (⭐2) - Python package for one-line access to 38 open research datasets from Latin America (health, neuroscience, mental health, economics). pip install latamdata-py.
Mar 25, 2026
Other Awesome Lists / Book Deals (Affiliated)
- Awesome Evidence Synthesis (⭐32) - A curated list of open-source tools for systematic reviews, meta-analysis, and evidence synthesis.
Mar 17, 2026
Tools
- Arch Tools - 61 production-ready AI API tools for data science workflows: code analysis, web scraping, NLP, image generation, crypto data, and search. REST API and MCP protocol support. GitHub (⭐3)
Mar 10, 2026
Datasets / Book Deals (Affiliated)
- FirstData (⭐185) - The world's most comprehensive authoritative data source knowledge base. 210+ curated sources from governments, international organizations, and research institutions. MCP integration for AI agents. MIT licensed.
Mar 01, 2026
Datasets / Book Deals (Affiliated)
- GBIF - Global Biodiversity Information Facility: 2.4B+ species occurrence records. Free, open API for ecological modeling and ML research.
- FAOSTAT - UN FAO statistics on food production, trade, land use, and emissions for 245+ countries. Free API and bulk download.
Feb 28, 2026
Deep Learning Packages / Visualization Tools
Jan 25, 2026
Books / Visualization Tools
- The Math Behind Artificial Intelligence: A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
Jan 01, 2026
MOOC's
- Maschinelle Sprachgebrauchsanalyse - Grundlagen der Korpuslinguistik - course material on text-mining / corpus-linguistics in German funded by the federal state of North Rhine-Westphalia
- Programmieren für Germanist*innen - course material: programming in python in German for digital humanities - funded by the federal state of North Rhine-Westphalia
Books / Visualization Tools
- Angewandte Data Science - German book about applied data science
Mailing lists / Book Deals (Affiliated)
- Working Group - Research Software Engineering in the Digital Humanities. This is the mailing list for the Research Software Engineering in the Digital Humanities (DH-RSE) working group.
Bloggers / Book Deals (Affiliated)
- Jan Oliver Rüdiger - ML, DL and Data Science - with a focus on text-/data-mining
Datasets / Book Deals (Affiliated)
- notesjor corpus-collection - Free corpora (over 6 billion tokens) mostly German (both historically and in contemporary German).
- CLARIN-Repository - CLARIN is a European repository for scientific datasets.
Dec 31, 2025
General Machine Learning Packages / Deep Learning architectures
- jSciPy (⭐25) - A Java port of SciPy's signal processing module, offering filters, transformations, and other scientific computing utilities.
Books / Visualization Tools
- JavaScript for Data Science - Free html page
Dec 13, 2025
Frameworks
- ADK-Rust (⭐720) - Production-ready AI agent development kit for Rust with model-agnostic design (Gemini, OpenAI, Anthropic), multiple agent types (LLM, Graph, Workflow), MCP support, and built-in telemetry.
Nov 12, 2025
Comparison / Modern Data Mining Algorithms
Oct 31, 2025
Intensive Programs
Oct 28, 2025
YouTube Videos & Channels / Book Deals (Affiliated)
Oct 25, 2025
Bloggers / Book Deals (Affiliated)
- Mlu github - Mlu is developed amazon to help people in ml space you can learn everything from basics here with live diagrams
Oct 22, 2025
Tutorials
- DataCamp Cheatsheets Cheatsheets for data science.
Datasets / Book Deals (Affiliated)
Oct 19, 2025
Other Awesome Lists / Book Deals (Affiliated)
- Awesome Data Analysis (⭐2.1k) - A curated list of data analysis tools, libraries and resources.
Oct 15, 2025
YouTube Videos & Channels / Book Deals (Affiliated)
Oct 06, 2025
YouTube Videos & Channels / Book Deals (Affiliated)
Oct 05, 2025
Datasets / Book Deals (Affiliated)
- Google Dataset Search – Find datasets across the web.
Oct 01, 2025
Books / Visualization Tools
Aug 22, 2025
Datasets / Book Deals (Affiliated)
- FinancialData.Net - Financial datasets (stock market data, financial statements, sustainability data, and more).
Apr 01, 2025
Bloggers / Book Deals (Affiliated)
- Applied AI Blogs - In-depth articles on AI, machine learning, and data science concepts with practical applications.
- Scaler Blogs - Educational content on software development, AI, and career growth in tech.
Other Awesome Lists / Book Deals (Affiliated)
Mar 06, 2025
General Machine Learning Packages / Deep Learning architectures
Mar 05, 2025
Other Awesome Lists / Book Deals (Affiliated)
Feb 26, 2025
Datasets / Book Deals (Affiliated)
- 250k+ Job Postings - An expanding dataset of historical job postings from Luxembourg from 2020 to today. Free with 250k+ job postings hosted on AWS Data Exchange.
Feb 18, 2025
Other Awesome Lists / Book Deals (Affiliated)
Jan 14, 2025
Other Awesome Lists / Book Deals (Affiliated)
Jan 13, 2025
Other Awesome Lists / Book Deals (Affiliated)
Jan 08, 2025
Other Awesome Lists / Book Deals (Affiliated)
Jan 03, 2025
Other Awesome Lists / Book Deals (Affiliated)
Dec 27, 2024
MOOC's
- Linear Algebra - Linear Algebra course by Gilbert Strang
Colleges
Bloggers / Book Deals (Affiliated)
- Data Scientist is building the data scientist culture.
Dec 18, 2024
Other Awesome Lists / Book Deals (Affiliated)
Nov 26, 2024
Tutorials
Nov 05, 2024
Podcasts / Book Deals (Affiliated)
Comics / Book Deals (Affiliated)
Oct 30, 2024
Tutorials
Oct 17, 2024
MOOC's
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / Visualization Tools
Aug 12, 2024
Books / Visualization Tools
Jul 01, 2024
Comparison / Deep Learning architectures
Jun 02, 2024
Comparison / Three kinds of Machine Learning Systems
- datacompy (⭐664) - DataComPy is a package to compare two Pandas DataFrames.
Apr 02, 2024
General Machine Learning Packages / Deep Learning architectures
Mar 22, 2024
Free Courses
- LLMOps: Building Real-World Applications With Large Language Models - Learn to build modern software with LLMs using the newest tools and techniques in the field.
Jan 26, 2024
Deep Learning Packages / Visualization Tools
Nov 21, 2023
Other Awesome Lists / Book Deals (Affiliated)
Nov 03, 2023
Datasets / Book Deals (Affiliated)
Oct 31, 2023
Comparison / Data Mining Algorithms
Deep Learning Packages / PyTorch Ecosystem
Oct 28, 2023
Comparison / Supervised Learning
Comparison / Unsupervised Learning
Comparison / Semi-Supervised Learning
Comparison / Reinforcement Learning
YouTube Videos & Channels / Book Deals (Affiliated)
Oct 27, 2023
Comparison / Supervised Learning
- Classification
Oct 24, 2023
Comparison / Supervised Learning
Oct 23, 2023
Tutorials
MOOC's
- Recommender Systems Specialization from University of Minnesota is an intermediate/advanced level specialization focused on Recommender System on the Coursera platform.
Books / Visualization Tools
- How to Lead in Data Science - Early Access
- R in Action, Third Edition Early Access
- Designing Cloud Data Platforms - Early Access
- Graph Algorithms for Data Science - Early Access
- Data Mesh in Action - Early Access
- Julia for Data Analysis - Early Access
- Casual Inference for Data Science - Early Access
- Software Engineering for Data Scientists - Early Access
Journals, Publications and Magazines / Book Deals (Affiliated)
- Towards Data Science Genetic Algorithm Topic -Genetic Algorithm related Publications towards Data Science
Bloggers / Book Deals (Affiliated)
- Machine Learning Mastery about helping professional programmers confidently apply machine learning algorithms to address complex problems.
- Dataconomy - A blog on the newly emerging data economy
Oct 07, 2023
Colleges
Comparison / Unsupervised Learning
Comparison / Deep Learning architectures
Oct 02, 2023
Comparison / Supervised Learning
Books / Visualization Tools
Bloggers / Book Deals (Affiliated)
- Akhil Soni - ML, DL and Data Science
- Akhil Soni - ML, DL and Data Science
Oct 01, 2023
Algorithms / Three kinds of Machine Learning Systems
- Based on training with human supervision
- Based on learning incrementally on fly
- Based on data points comparison and pattern detection
Comparison / Supervised Learning
Sep 23, 2023
Books / Visualization Tools
- An Introduction to Statistical Learning - Download Page
Sep 15, 2023
Free Courses
- MLSys-NYU-2022 (⭐559) - Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
- Hands-on Train and Deploy ML (⭐890) - A hands-on course to train and deploy a serverless API that predicts crypto prices.
Jun 21, 2023
Free Courses
- Python for Data Science by Scaler - This course is designed to empower beginners with the essential skills to excel in today's data-driven world. The comprehensive curriculum will give you a solid foundation in statistics, programming, data visualization, and machine learning.
MOOC's
May 23, 2023
Tutorials
Bloggers / Book Deals (Affiliated)
- Santiago Basulto - Data Science with Python
Apr 19, 2023
MOOC's
Mar 29, 2023
Other Awesome Lists / Book Deals (Affiliated)
Mar 13, 2023
Deep Learning Packages / Visualization Tools
Mar 10, 2023
Datasets / Book Deals (Affiliated)
Feb 15, 2023
Books / Visualization Tools
- Regular Expression Puzzles and AI Coding Assistants by David Mertz
Feb 02, 2023
General Machine Learning Packages / Deep Learning architectures
Jan 17, 2023
Other Awesome Lists / Book Deals (Affiliated)
Dec 02, 2022
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
Oct 30, 2022
Comparison / Supervised Learning
Comparison / Unsupervised Learning
Oct 29, 2022
Books / Visualization Tools
- Foundations of Data Science Free Download
Oct 19, 2022
Books / Visualization Tools
Oct 18, 2022
Free Courses
- Kaggle - Learn about Data Science, Machine Learning, Python etc
Oct 15, 2022
Tutorials
- #tidytuesday (⭐8.5k) - A weekly data project aimed at the R ecosystem.
Free Courses
- AI Expert Roadmap (⭐31k) - Roadmap to becoming an Artificial Intelligence Expert
- Learning from Data - Introduction to machine learning covering basic theory, algorithms and applications
Intensive Programs
Colleges
Comparison / Supervised Learning
Comparison / Semi-Supervised Learning
- S3VM
Journals, Publications and Magazines / Book Deals (Affiliated)
- ICML - International Conference on Machine Learning
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- Medium Data Science Topic - Data Science related publications on medium
Newsletters / Book Deals (Affiliated)
- The Analytics Engineering Roundup. A newsletter about data science. Archive.
Podcasts / Book Deals (Affiliated)
Presentations / Book Deals (Affiliated)
YouTube Videos & Channels / Book Deals (Affiliated)
- Data School - Data Science Education
Telegram Channels / Book Deals (Affiliated)
- Loss function porn — Beautiful posts on DS/ML theme with video or graphic visualization.
Hobby / Book Deals (Affiliated)
Oct 13, 2022
MOOC's
Oct 11, 2022
Books / Visualization Tools
Oct 07, 2022
Books / Visualization Tools
- Interpretable Machine Learning: A Guide for Making Black Box Models Explainable - Free GitHub version
Sep 16, 2022
MOOC's
Sep 06, 2022
Bloggers / Book Deals (Affiliated)
- Aditi Rastogi - ML,DL,Data Science blog
Sep 01, 2022
Books / Visualization Tools
Books / Book Deals (Affiliated)
Aug 18, 2022
Books / Book Deals (Affiliated)
May 30, 2022
Books / Visualization Tools
Bloggers / Book Deals (Affiliated)
- Data Science 101 - Learning To Be A Data Scientist
Datasets / Book Deals (Affiliated)
- NASDAQ:DATA - Nasdaq Data Link A premier source for financial, economic and alternative datasets.
Feb 16, 2022
Bloggers / Book Deals (Affiliated)
- Yet Another Data Blog Yet Another Data Blog
- Springboard - A blog with resources for data science learners
Datasets / Book Deals (Affiliated)
Other Awesome Lists / Book Deals (Affiliated)
Feb 15, 2022
MOOC's
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Essential Natural Language Processing - Early access
- Artificial Intelligence: Foundations of Computational Agents, 2nd Edition - Free HTML version
Bloggers / Book Deals (Affiliated)
- Julia Evans - Recurse Center alumna
- Sean J. Taylor - Personal Web Page
- Matt Harrison - Personal Blog
- Prash Chan - Tech Blog on Master Data Management And Every Buzz Surrounding It
- Quora Data Science - Data Science Questions and Answers from experts
- Louis Dorard a technology guy with a penchant for the web and for data, big and small
- Daniel Forsyth - Personal Blog
- Revolution Analytics - Data Science Blog
- KD Nuggets Data Mining, Analytics, Big Data, Data, Science not a blog a portal
- Meta Brown - Personal Blog
- New Data Scientist How a Social Scientist Jumps into the World of Big Data
- Data Mania Blog - The File Drawer - Chris Said's science blog
- FlowingData - Visualization and Statistics
- i am trask - A Machine Learning Craftsmanship Blog
- Data School - Data science tutorials for beginners!
- Colah's Blog - Blog for understanding Neural Networks!
- Distill - Dedicated to clear explanations of machine learning!
Datasets / Book Deals (Affiliated)
- GHDx - Institute for Health Metrics and Evaluation - a catalog of health and demographic datasets from around the world and including IHME results
- StackExchange Data Explorer - an open source tool for running arbitrary queries against public data from the Stack Exchange network.
Jan 09, 2022
General Machine Learning Packages / Deep Learning architectures
Jan 01, 2022
Deep Learning Packages / Visualization Tools
Oct 24, 2021
Bloggers / Book Deals (Affiliated)
- Maria Khalusova - Data science blog
Datasets / Book Deals (Affiliated)
- MapLight - provides a variety of data free of charge for uses that are freely available to the general public. Click on a data set below to learn more
Oct 19, 2021
Deep Learning Packages / Visualization Tools
Oct 18, 2021
Books / Visualization Tools
Oct 11, 2021
Books / Visualization Tools
Oct 10, 2021
Books / Visualization Tools
Oct 07, 2021
MOOC's
Books / Visualization Tools
Comics / Book Deals (Affiliated)
Oct 02, 2021
Books / Visualization Tools
Bloggers / Book Deals (Affiliated)
- Chip Huyen's Blog - ML Engineering, MLOps, and the use of ML in startups
Oct 01, 2021
Books / Visualization Tools
Aug 25, 2021
Books / Visualization Tools
Aug 14, 2021
Other Awesome Lists / Book Deals (Affiliated)
Aug 03, 2021
Bloggers / Book Deals (Affiliated)
- Loic Tetrel - Data science blog
Jul 24, 2021
Books / Visualization Tools
Jul 23, 2021
Other Awesome Lists / Book Deals (Affiliated)
Jun 21, 2021
Books / Visualization Tools
Jun 16, 2021
Deep Learning Packages / Visualization Tools
Apr 29, 2021
Datasets / Book Deals (Affiliated)
Apr 27, 2021
Books / Visualization Tools
Feb 24, 2021
Bloggers / Book Deals (Affiliated)
- nbshare - Data Science notebooks
Feb 03, 2021
Datasets / Book Deals (Affiliated)
Dec 23, 2020
Books / Visualization Tools
- Machine Learning Bookcamp - Early access
Slack Communities / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
Other Awesome Lists / Book Deals (Affiliated)
Nov 30, 2020
Bloggers / Book Deals (Affiliated)
- Jingles - Review and extract key concepts from academic papers
Oct 31, 2020
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Convex Optimization - Convex Optimization book by Stephen Boyd - Free Download
Oct 30, 2020
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Keras Ecosystem
Oct 29, 2020
Other Awesome Lists / Book Deals (Affiliated)
Oct 25, 2020
MOOC's
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
Bloggers / Book Deals (Affiliated)
- Analytics Vidhya - A full-fledged website about data science and analytics study material.
- Chris Albon's Website - Data Science and AI notes
Data Science Competitions / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
- grouplens.org Sample movie (with ratings), book and wiki datasets
Other Awesome Lists / Book Deals (Affiliated)
- Other amazingly awesome lists can be found in the awesome-awesomeness (⭐34k)
Oct 17, 2020
Books / Visualization Tools
- Exploring Data Science - free eBook sampler
- Exploring the Data Jungle - free eBook sampler
- Math for Programmers Early access
- Data Science Bookcamp Early access
- Pandas in Action - Early access
GitHub Groups / Book Deals (Affiliated)
Dec 07, 2019
Bloggers / Book Deals (Affiliated)
- Andrew Carr - Data Science with Esoteric programming languages
Mar 10, 2019
Telegram Channels / Book Deals (Affiliated)
- Open Data Science – First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former.
- Machinelearning – Daily ML news.
Feb 11, 2017
Bloggers / Book Deals (Affiliated)
- Matthew Russell - Mining The Social Web.
- Hilary Mason - Personal Web Page
- Vamshi Ambati - AllThings Data Sciene
- Siah a PhD student at Berkeley
- Data Science Weekly - Weekly News Blog
- R Bloggers - R Bloggers
- The Practical Quant Big data
- WhatSTheBigData is some of, all of, or much more than the above and this blog explores its impact on information technology, the business world, government agencies, and our lives.
- Vademecum of Practical Data Science - Handbook and recipes for data-driven solutions of real-world problems
- Occam's Razor - Focused on Web Analytics.