data-science-resources

A curated collection of eBooks on Data Science, Machine Learning, and AI to help you learn and grow.

Roadmap to learn Data Science and related areas.

👨🏽‍🏫You can learn about what data science is and why it's important in today's modern world. Are you interested in data science?🔋

Data Science related resources and cheatsheets

Predictive model for daily bike rental demand. Utilizes EDA and a Tuned Gradient Boosting Regressor ( R 2 ≈ 0.91 R 2 ≈0.91 ) to forecast demand based on seasonal and weather factors, aiding fleet optimization.

📊 Data Science Resources

Comprehensive learning on Machine Learning, building models, training models for prediction, different classification techniques, along with basics of natural language processing and big data.

Links to free (mostly?) resources for learning about Data Science

useful links provided by Udacity in Data Science Nanodegree

Data Science Resources