On Thursday 13 March, DataCamp will make some improvements to our content catalog, including renaming and updating courses, practice pools, projects, assessments, and tracks.

Hard-archive date: Thursday 15 May.

Course Changes

Course Deprecations

Courses with Replacements

Course Title	Replacement Course(s)
Foundations of Git	Introduction to Git; Intermediate Git

Course Renames

Current Course Title	New Course Title
Foundations of PySpark Introduction to PySpark Introduction to Snowflake Introduction to ChatGPT	Introduction to PySpark Foundations of PySpark Introduction to Snowflake SQL Understanding ChatGPT

Track Changes

Career Tracks

Associate AI Engineer for Data Scientists

Removed Content	Added Content
N/A	Working with Hugging Face

Machine Learning Scientist in Python

Removed Content	Added Content
Foundations of PySpark	Introduction to PySpark

Professional Data Engineer in Python

Removed Content	Added Content
Project: Debugging a Sales Data Workflow Foundations of PySpark	Introduction to PySpark Project: Debugging Code

Data Engineer in Python

Removed Content	Added Content
N/A	Introduction to APIs in Python

Machine Learning Engineer

Removed “Associate Data Scientist in Python” as a prerequisite track

Removed Content	Added Content
End-to-End Machine Learning	Supervised Learning with scikit-learn Introduction to Data Quality with Great Expectations

Skill Tracks

SQL Fundamentals

Removed Content	Added Content
None	Project: Impact Analysis of GoodThought NGO Initiatives

Developing Large Language Models

Removed Content	Added Content
Course: Introduction to Deep Learning with PyTorch Course: Intermediate Deep Learning with PyTorch	Project: Classifying Emails using Llama Course: Transformer Models with PyTorch Course: Reinforcement Learning from Human Feedback (RLHF)

Deep Learning in Python

Removed Content	Added Content
None	Course: Transformer Models with PyTorch

Data Manipulation in Python

Removed Content	Added Content
None	Project: Getting a Good Night’s Sleep

Finance Fundamentals in Python

Removed Content	Added Content
None	Project: Analyze Your Stock Portfolio for Risks and Returns

Time Series in Python

Removed Content	Added Content
None	Project: Time Series Analysis for Transportation

Natural Language Processing in Python

Removed Content	Added Content
None	Project: Analyzing Customer Support Calls

Image Processing in Python

Removed Content	Added Content
None	Project: Image Processing for Object Detection Models

Supervised Machine Learning in R

Removed Content	Added Content
None	Project: Assessing the Effectiveness of Medical Treatments

Machine Learning Fundamentals in R

Removed Content	Added Content
None	Project: Predict Future Sales of Fast-Food Menu Items

Big Data with PySpark

Removed Content	Added Content
Foundations of PySpark	Introduction to PySpark

KNIME Fundamentals

Removed Content	Added Content
None	Case Study: Financial Analysis in KNIME

DataCamp Content Updates: Q1 2025