Feature engineering nbviewer.jupyter.org

Cross validation nbviewer.jupyter.org

Introduction and first model application nbviewer.jupyter.org

Model ensemble: Implementation in Python machinelearningmastery.com

Interactive Python tutorial website learnpython.org

Example notebook for data exploration kaggle.com

Titanic Challenge kaggle.com

Downloading and running first Jupyter notebook jupyter.org

Pandas cheatsheet github.com

Seaborn data visualization tutorial elitedatascience.com

Water Pump Challenge drivendata.org

Blood Donation Challenge drivendata.org

Walkthrough: House prices challenge dataquest.io

DataCamp pandas foundations datacamp.com

Numpy tutorial on DataCamp datacamp.com

Scientific introduction to 10 important Data Science algorithms cs.umd.edu

Coursera Applied Data Science coursera.org

Anaconda Python distribution continuum.io

Model ensemble: Explanation analyticsvidhya.com

UBC Machine Learning - video cs.ubc.ca

Oxford Machine Learning cs.ox.ac.uk

Oxford Deep Learning cs.ox.ac.uk

Foundations of Data Science cs.cornell.edu

Free Download

Enron Email Dataset cs.cmu.edu

Crime Brasil crimebrasil.com.br

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…

Recommender Systems Specialization from University of Minnesota coursera.org

is an intermediate/advanced level specialization focused on Recommender System on the Coursera platform.

Machine Learning Engineering for Production (MLOps) coursera.org

Machine Learning – 5 Steps Courses, A Specialization on Coursera coursera.org

Data Science - 9 Steps Courses, A Specialization on Coursera coursera.org

Coursera GAN Specialization coursera.org

Data Science: Statistics & Machine Learning coursera.org

Coursera Introduction to Data Science coursera.org

Data Mining - 5 Steps Courses, A Specialization on Coursera coursera.org

Coursera Big Data Specialization coursera.org

Coursera Tensorflow in practice coursera.org

Process Mining: Data science in Action coursera.org

Noah Iliinsky complexdiagrams.com

Personal Blog

Data Science Mixer community.alteryx.com

Comet comet.com

LLMOps: Building Real-World Applications With Large Language Models comet.com

Learn to build modern software with LLMs using the newest tools and techniques in the field.

Cognitive Class AI by IBM cognitiveclass.ai

AI Today cognilytica.com

Machine Learning for Beginners - Learn with AI tutor codekidz.ai

Data Science for Beginners - Learn with AI tutor codekidz.ai

Codecademy's Data Science codecademy.com

1000 Data Science Projects cloud.blobcity.com

you can run on the browser with IPython.

ClimateData.us climatedata.us

(related: U.S. Climate Resilience Toolkit)

NYC Taxi Visualization Blog chriswhong.github.io

Interpretable Machine Learning: A Guide for Making Black Box Models Explainable christophm.github.io

Free GitHub version

Chris Albon's Website chrisalbon.com

Data Science and AI notes