Menu

Data Science & Machine Learning

From Data Analysis to Production ML Systems

A comprehensive learning path covering data analysis, statistics, machine learning, deep learning, and MLOps. Master the skills needed to become a Data Scientist or ML Engineer.

Learning Roadmap

Follow the path from beginner to expert

Not Started In Progress Completed
Start Your Journey

Essential Tools & Resources

Python
R
SQL
Scala
TensorFlow
PyTorch
Scikit-learn
Keras
Pandas
NumPy
Spark
Airflow
AWS SageMaker
MLflow
Docker
Matplotlib
Seaborn
Tableau
PostgreSQL
MongoDB
BigQuery

Sign in to track your progress

Data Science & Machine Learning Expert