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Resource Center

Everything you need to grow in data science

Learning Resources

Courses, tutorials and guides curated by the community

Course Beginner

Python for Data Science

Complete course from beginner to advanced with interactive notebooks

Tutorial Intermediate

Machine Learning Fundamentals

Learn fundamental ML concepts with practical examples

Guide Advanced

Deep Learning with PyTorch

Complete guide to building neural networks with PyTorch

Course Beginner

SQL for Data Analysis

Master SQL for complex queries and data analysis

Datasets

Data collections for practicing and developing projects

Mexico Trade Dataset

Historical Mexican foreign trade data

2.5 GB
CSV, JSON
1M+ records

Spanish Tweets

Tweet corpus for sentiment analysis

500 MB
JSON
500K records

Mexican Medical Images

Anonymized X-ray dataset

10 GB
DICOM, PNG
50K records

Mexico City Weather Data

10 years of meteorological data from Mexico City

100 MB
CSV
100K records

Recommended Books

Essential literature for data science professionals

Pattern Recognition and Machine Learning

Christopher Bishop

2006 Advanced

The Elements of Statistical Learning

Hastie, Tibshirani, Friedman

2009 Advanced

Python Data Science Handbook

Jake VanderPlas

2016 Intermediate

Deep Learning

Ian Goodfellow

2016 Advanced

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