DataCamp Content Updates: Q1 2025

Updated

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 TitleReplacement Course(s)
Foundations of GitIntroduction to Git; Intermediate Git

 

Course Renames

Current Course TitleNew 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 ContentAdded Content
N/AWorking with Hugging Face

 

Machine Learning Scientist in Python

Removed ContentAdded Content
Foundations of PySparkIntroduction to PySpark

 

Professional Data Engineer in Python

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

 

Data Engineer in Python

Removed ContentAdded Content
N/AIntroduction to APIs in Python

 

Machine Learning Engineer

  • Removed “Associate Data Scientist in Python” as a prerequisite track
Removed ContentAdded Content
End-to-End Machine Learning
  • Supervised Learning with scikit-learn
  • Introduction to Data Quality with Great Expectations

 

Skill Tracks

SQL Fundamentals

Removed ContentAdded Content
NoneProject: Impact Analysis of GoodThought NGO Initiatives

 

Developing Large Language Models

Removed ContentAdded 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 ContentAdded Content
NoneCourse: Transformer Models with PyTorch

 

Data Manipulation in Python

Removed ContentAdded Content
NoneProject: Getting a Good Night’s Sleep

 

Finance Fundamentals in Python

Removed ContentAdded Content
NoneProject: Analyze Your Stock Portfolio for Risks and Returns

 

Time Series in Python

Removed ContentAdded Content
NoneProject: Time Series Analysis for Transportation

 

Natural Language Processing in Python

Removed ContentAdded Content
NoneProject: Analyzing Customer Support Calls

 

Image Processing in Python

Removed ContentAdded Content
NoneProject: Image Processing for Object Detection Models

 

Supervised Machine Learning in R

Removed ContentAdded Content
NoneProject: Assessing the Effectiveness of Medical Treatments

 

Machine Learning Fundamentals in R

Removed ContentAdded Content
NoneProject: Predict Future Sales of Fast-Food Menu Items

 

Big Data with PySpark

Removed ContentAdded Content
Foundations of PySparkIntroduction to PySpark

 

KNIME Fundamentals

Removed ContentAdded Content
NoneCase Study: Financial Analysis in KNIME