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Comprehensive courses in data science, machine learning, and AI.

Popular: Python · Machine Learning · Generative AI · AI Agents · SQL

Career Path Data Analyst Master Python, Pandas, and visualization to become a professional data analyst. 71 LessonsBeginner View path Career Path Data Scientist Statistics, machine learning foundations, and visualization to launch your career. 143 LessonsBeginner View path Career Path Machine Learning Engineer From Python foundations through classic ML to deep learning with PyTorch and TensorFlow. 210 LessonsIntermediate View path Career Path AI Engineer From Python to shipping LLM apps — prompting, RAG, agents, and deployment with FastAPI. 161 LessonsIntermediate View path Career Path Data Engineer Master Python, then scale beyond memory with chunked processing and Apache Spark — no cloud required. 136 LessonsIntermediate View path

Course Python for Data Analytics From your first program to analysing real datasets. What's inside

Python Basics
Python Advanced
NumPy Fundamentals
+2 more modules

5 modules 71 lessonsBeginner View course Course SQL & Databases Query, join and reshape data in real databases. What's inside

Getting Started with SQL
Summarizing Data with SQL
Combining Tables with Joins
+7 more modules

10 modules 53 lessonsBeginner View course Course Statistics & Probability Reason about uncertainty, and test what you believe. What's inside

Statistics Fundamentals
Measures of Center & Variability
Probability Fundamentals
+2 more modules

5 modules 27 lessonsBeginner View course Course Machine Learning Build, evaluate and tune real predictive models. What's inside

Math Foundations for ML
Machine Learning Foundations
Regression
+10 more modules

13 modules 77 lessonsIntermediate View course Course Generative AI & LLM Engineering Ship applications on top of large language models. What's inside

Working with LLMs in Python
Prompt Engineering
Tool Use & Function Calling
+7 more modules

10 modules 52 lessonsIntermediate View course Course Building AI Agents in Python Give a model tools, memory and a goal to finish. What's inside

Agent Foundations
The Agent Loop with Claude
Designing Tools
+5 more modules

8 modules 40 lessonsIntermediate View course Course LLM Evaluation & Observability Prove an LLM app works — then watch it in production. What's inside

Why Evaluation Matters
Building Eval Datasets
Deterministic & Reference Metrics
+6 more modules

9 modules 41 lessonsAdvanced View course Course PySpark for Data Engineering Process data far beyond one machine's memory. What's inside

Why Distributed?
SparkSession, RDDs & Lazy Evaluation
DataFrames & Transformations
+5 more modules

8 modules 36 lessonsIntermediate View course

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