Content Comparison

Module 1: Data Wrangling with Python

Sprint 1

First Steps Into Programming

Sprint 2

Intermediate Programming with Python

Sprint 3

Data Processing with NumPy and Pandas

Sprint 4

Data Visualization with Python

Module 2: Statistical Inference

Sprint 1

Introduction to SQL and Statistics Fundamentals

Sprint 2

Statistical Inference

Sprint 3

Regression

Module 3: Machine Learning

Sprint 1

Supervised Machine Learning Fundamentals

Sprint 2

Gradient Boosted Trees & Feature Engineering

Sprint 3

Unsupervised Learning & Hyperparameter Tuning

Sprint 4

Capstone project

Module 4: Computer Vision (AI Specialization, Optional)

TBA

TBASprint 1

Deep Learning Fundamentals

Sprint 2

Digital image processing

Sprint 3

Image Classification

Sprint 4

Detection and Segmentation

Module 4: LLM Engineering Fundamentals (AI Specialization, Optional)

TBA

Sprint 1

Deep Learning Fundamentals

Sprint 2

Natural Language Processing

Sprint 3

Working with LLMs

Sprint 4

Capstone project