Resources

Explore a curated collection of tools, datasets, tutorials, and guides to enhance your data science journey.

📂 Free Datasets & APIs

Practice your skills with these free and publicly available datasets.

Data-artikelen | Sargasso - Data journalism and articles.
The Guardian Datablog - Data journalism and visualization from The Guardian.
Knoema - A comprehensive data marketplace.
Amazon Public Datasets - Large public datasets available on AWS.
Socrata - Data solutions for governments and organizations.
Data Publica - Business-oriented datasets.
Archive-It - Web archiving services for institutions.
Google Public Data Explorer - Visualize and analyze public data.
Zanran - Search for numerical data.
Quandl - Search and download economic and financial datasets.
IMF Data and Statistics - Data from the International Monetary Fund.
The World Bank - Global development data.
OECD.Stat - Data from the Organisation for Economic Co-operation and Development.
UN Data - Global statistics and datasets from the United Nations.
European Environment Agency - Environmental datasets and maps.
London DataStore - Open data from London.
Seattle Open Data - Public datasets from Seattle.
Chicago Data Portal - Open data from Chicago.
Austin Data Portal - Public data for Austin.
San Francisco Data - Open datasets from San Francisco.
Kaggle Competitions - Data science and machine learning challenges.
Causality Workbench - Challenges focused on causal inference and machine learning.
Institute for Health Metrics and Evaluation (IHME) - Health-related datasets.
Gapminder - Statistics for global development.
UCI Machine Learning Repository - Comprehensive machine learning datasets.
DataHub.io - Share and publish datasets.
Data.gov - The official U.S. open data portal.
Data.gov.uk - The official UK open data portal.
Data.gov.au - Open data portal for Australia.
Open Data Canada - Canada’s open government portal.

Kaggle Datasets - A hub of datasets for all levels of data science projects.

UCI Machine Learning Repository - A comprehensive archive for machine learning datasets.

Data.world - A platform for open data sharing and discovery.

Awesome Public Datasets - A collection of free datasets hosted on GitHub.

ACM KDD CUP - Prestigious data science competition.

Kaggle Competitions - Various ML & AI challenges.

Causality Workbench - Causal inference & ML competitions.

TunedIT - Data mining & ML dataset challenges.

TunedIT ML Datasets - Extensive ML datasets.

UCI ML Repository - Comprehensive ML datasets.

mldata.org - Open datasets for machine learning.

IHME Health Metrics - Global health statistics.

Gapminder - Global development data.

NYC Schools Data - NYC public schools research.

The Cancer Imaging Archive (TCIA) - Medical imaging datasets.

Google Ngram Viewer - Historical language data.

Data.gov (USA) - U.S. government open data.

Data.gov.uk - UK open data.

Open Data Canada - Government datasets.

EU Open Data Portal - European Union datasets.

India Open Data - Government datasets from India.

Yelp Academic Dataset - Business & review data.

Lending Club Statistics - Loan & credit data.

Data.gov Federal Agency Data - U.S. open datasets.

Sunlight Labs - Political transparency data.

Federal Reserve Data - U.S. economic data.

Stanford Large Network Dataset - Large-scale networks.

IMDB Dataset - Movie industry dataset.

Enron Email Dataset - Public corporate email data.

MovieLens Dataset - Movie recommendation system data.

Twitter API - Access real-time tweets.

OpenWeather API - Weather & climate data.

Alpha Vantage - Stock market APIs.

NASA Open APIs - Space & earth observation data.

COVID-19 Data API - Live pandemic tracking.

Google Maps API - Mapping & geolocation services.

Data.gov.uk - The UK government’s open data portal, including metadata on all UK books and publications since 1950.

Data.gov - Search through 194,832 USA datasets covering topics like education and agriculture.

US Census Bureau - The latest population, economic, and behavioral data in the USA.

European Union Open Data Portal - Thousands of datasets on a wide range of topics across Europe.

NASA Open Data - Space, science, and engineering datasets from NASA.

Seattle Open Data - Public datasets from the city of Seattle.

Healthdata.gov - Detailed healthcare data covering multiple health-related topics in the USA.

UNICEF Data - Statistics about the situation of children and women worldwide.

World Health Organization (WHO) Data - Health, nutrition, and disease statistics from WHO.

National Climatic Data Center - The world’s largest archive of climate data.

New York Times Archive - Searchable archive of all New York Times articles from 1851 to today.

CIA World Factbook - Country-based statistics on geography, government, economy, and more.

ACM KDD CUP - A series of annual machine learning competitions.

Kaggle Competitions - Data science and machine learning challenges.

Causality Workbench - Challenges focused on causal inference and machine learning.

UCI Machine Learning Repository - A collection of machine learning datasets.

Google Dataset Search - A tool for discovering publicly available datasets across the web.

Amazon Web Services Open Data - Large repository of public datasets including the Human Genome Project and NASA's archives.

ImageNet - A large dataset for training deep learning image recognition models.

Google Finance - Real-time and historical financial data.

Quandl - Economic and financial datasets.

FRED Economic Data - US economic data from the Federal Reserve.

Gapminder - A collection of datasets covering economic, medical, and social statistics.

Common Crawl - A dataset of web page data collected over time for research purposes.

Twitter API - Access real-time and historical social media data.

Google Public Data Explorer - Interactive data from various international organizations.

Open-Source Tools

Access powerful tools and libraries to accelerate your projects.

Python - A versatile programming language for data science and machine learning.
Pandas - A library for data manipulation and analysis.
Plotly - Interactive graphing and dashboard creation.
Scikit-learn - A machine learning library for Python.
Jupyter Notebooks - An open-source tool for interactive computing.

Tutorials and Guides

Learn from industry experts and kickstart your data science career.

Coursera - Online courses from top universities and companies.
Kaggle Learn - Free micro-courses on data science and machine learning.
Towards Data Science - Blog articles and tutorials by data science professionals.
Google ML Crash Course - A quick introduction to machine learning by Google.

Code Snippets and Templates

Jumpstart your projects with pre-built templates and reusable code.

GitHub - Explore open-source repositories for inspiration.
LLmachine Code Snippets - Custom templates and scripts for common tasks.
GitHub Gists - Share and discover reusable code snippets.

🎓 Free Courses

Coursera - Free AI & ML courses.
Kaggle Learn - Micro-courses on ML.

🛠 AI & Data Science Tools

Python - Programming language for data science.
Scikit-learn - ML library for Python.

📊 Data Science Projects

GitHub Projects - Real-world data science case studies.

🏆 Quizzes & Coding Challenges

Interactive AI Quizzes - Test your knowledge in Python, ML, and Data Science.
Kaggle Competitions - Compete in ML challenges.

📰 AI & Data Science News

Towards Data Science - Blog on AI & ML.
KDnuggets - AI & Data Science trends.

Useful Resources

🔍 Learning Platforms

Coursera – Online courses from top universities and companies.
edX – Learn from Harvard, MIT, and other institutions.
Kaggle Learn – Hands-on machine learning and data science lessons.
Fast.ai – Deep learning for everyone with practical courses.
Towards Data Science – Articles and tutorials on data, AI, and machine learning.

📚 Datasets

Kaggle Datasets – Huge repository of datasets across domains.
DataHub – High-quality, curated open datasets.
Data.gov – U.S. government open data for research and apps.
AWS Open Data – Public datasets hosted on Amazon Web Services.

🛠️ Tools & Libraries

Scikit-learn – Machine learning in Python.
Pandas – Python library for data manipulation and analysis.
NumPy – Fundamental package for numerical computation.
TensorFlow – Open-source platform for machine learning.
PyTorch – Deep learning framework loved by researchers and developers.

📊 Data Visualization

Matplotlib – 2D plotting library for Python.
Seaborn – Statistical data visualization based on Matplotlib.
Plotly – Interactive graphs and dashboards.
D3.js – JavaScript library for data-driven documents.

💡 AI & Research

Papers with Code – Machine learning papers with code and benchmarks.
arXiv – Preprints for scientific research in computer science, AI, and more.
Hugging Face – Transformers, NLP, and machine learning models.

Useful Resources

🔍 Learning Platforms & Technical Docs

AWS SkillBuilder – Cloud and AWS learning hub.
GeeksForGeeks – Python Continue Statement
spaCy 101 – Getting started with spaCy.
spaCy – NLP in Python.
NLTK – Natural Language Toolkit for Python.
Apache Tika – Document type detection and content extraction.
Tabula – Extract tables from PDFs.

📊 Data Visualization

SAS – Data Visualization Insights
From Data to Viz – Guide to choosing the right chart.
AV – Beginner’s Guide to Choosing Plots
Deloitte – Telling a Story with Data
Storytelling with Data – Chart Guide

📂 Free Datasets & APIs

Open-Source Tools

Tutorials and Guides

Code Snippets and Templates

🎓 Free Courses

🛠 AI & Data Science Tools

📊 Data Science Projects

🏆 Quizzes & Coding Challenges

📰 AI & Data Science News

Useful Resources

🔍 Learning Platforms

📚 Datasets

🛠️ Tools & Libraries

📊 Data Visualization

💡 AI & Research

Useful Resources

🔍 Learning Platforms & Technical Docs

📊 Data Visualization

🧠 Statistics & Machine Learning

🏁 Competitions & Examples

🔐 Cybersecurity & Ethics

📚 Business, Legal & Finance

📌 DAX Reference

📂 Free Datasets & APIs

Open-Source Tools

Tutorials and Guides

Code Snippets and Templates

🎓 Free Courses

🛠 AI & Data Science Tools

📊 Data Science Projects

🏆 Quizzes & Coding Challenges

📰 AI & Data Science News

Useful Resources

🔍 Learning Platforms

📚 Datasets

🛠️ Tools & Libraries

📊 Data Visualization

💡 AI & Research

Useful Resources

🔍 Learning Platforms & Technical Docs

📊 Data Visualization

🧠 Statistics & Machine Learning

🏁 Competitions & Examples

🔐 Cybersecurity & Ethics

📚 Business, Legal & Finance

📌 DAX Reference

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