1. Support | DataCamp
  2. Learn
  3. Recent Content Updates

DataCamp Content Updates: December 2024

Updated

On December 12th 2024, DataCamp will make some improvements to our content catalog, including renaming, updating, and archiving courses, projects, and tracks. 

Course Deprecations

Also see: Which courses are we deprecating?

Track Deprecations

# Track Title
1. Network Analysis in R

Courses with Recommended Alternatives

# Course Title Recommended Alternative
1. Case Study: School Budgeting with Machine Learning in Python  Project: What Makes a Good Book?

Practice Pool Deprecations

# Practice Pool Title Recommended Alternative
1. Case Study: School Budgeting with Machine Learning in Python  Project: What Makes a Good Book?

Course Renames

# Course ID New Course Title Old Course Title
1. 34425 AWS Concepts Introduction to AWS
2. 35360 AWS Cloud Technology and Services Concepts AWS Cloud Technology and Services
3. 35908 AWS Security and Cost Management Concepts AWS Security and Cost Management
4. 37838 Introduction to Git Foundations of Git
5. 29712 Foundations of Git Introduction to Git
6. 29968 Introduction to GitHub Concepts GitHub Concepts

Practice Pool Renames

# Pool ID New Practice Pool Title Old Practice Pool Title
1. 722 Understanding Microsoft Azure Introduction to Azure
2. 734 AWS Concepts Introduction to AWS

Assessment Renames

# Assessment ID New Assessment Title Old Assessment Title
1. 4292 Microsoft Azure Fundamentals (AZ-900) Azure Fundamentals

Certification Renames

# Certification ID New Certification Title Old Certification Title
1. 10 EU AI Act Article 4 Compliance Certification EU AI Act Literacy

Track Renames

# Certification ID New Track Title Old Track Title
1. 15231 EU AI Act Article 4 Fundamentals EU AI Act Fundamentals

Track Changes

Career Tracks

Data Engineer in Python 

Current Track

  1. Understanding Cloud Computing
  2. Introduction to Python for Developers
  3. Intermediate Python for Developers
  4. Introduction to Importing Data in Python
  5. Intermediate Importing Data in Python
  6. Cleaning Data in Python
  7. Project: Cleaning Bank Marketing Campaign Data
  8. Writing Efficient Python Code
  9. Streamlined Data Ingestion with pandas
  10. Introduction to Git
  11. Software Engineering Principles in Python
  12. Project: Performing a Code Review
  13. ETL and ELT in Python
  14. Introduction to Airflow in Python
  15. Project: Building a Retail Data Pipeline
  16. Code Along: Cleaning Data in Python

New Track

  1. Understanding Cloud Computing
  2. Introduction to Python for Developers
  3. Intermediate Python for Developers
  4. Introduction to Importing Data in Python
  5. Intermediate Importing Data in Python
  6. Cleaning Data in Python
  7. Project: Cleaning Bank Marketing Campaign Data
  8. Writing Efficient Python Code
  9. Streamlined Data Ingestion with pandas
  10. Introduction to Git (formerly Foundations of Git)
  11. Intermediate Git
  12. Software Engineering Principles in Python
  13. Project: Performing a Code Review
  14. ETL and ELT in Python
  15. Introduction to Airflow in Python
  16. Project: Building a Retail Data Pipeline
  17. Code Along: Cleaning Data in Python

Removed Courses

# Course ID Course Title Instructor Name
1. 29712 Introduction to Git DataCamp

Added Courses

# Course ID Course Title Instructor Name
1. 37838 Introduction to Git DataCamp
2. 38067 Intermediate Git DataCamp

 

Python Developer

Current Track

  1. Introduction to Testing in Python
  2. Writing Efficient Python Code
  3. Introduction to Git
  4. Intermediate Object-Oriented Programming in Python
  5. Developing Python Packages
  6. Web Scraping in Python
  7. Project: Building a Calorie Intake Calculator
  8. Data Structures and Algorithms in Python

New Track

  1. Writing Efficient Python Code
  2. Introduction to Git
  3. Intermediate Git
  4. Intermediate Object-Oriented Programming in Python
  5. Developing Python Packages
  6. Web Scraping in Python
  7. Project: Building a Calorie Intake Calculator
  8. Data Structures and Algorithms in Python
  9. Introduction to Testing in Python

Removed Courses

# Course ID Course Title Instructor Name
1. 29712 Introduction to Git DataCamp

Added Courses

# Course ID Course Title Instructor Name
1. 37838 Introduction to Git DataCamp
2. 38067 Intermediate Git DataCamp

 

R Developer

Current Track

  1. Introduction to the Tidyverse
  2. Data Manipulation with dplyr
  3. Project: Analyze the Popularity of Programming Languages
  4. Writing Efficient R Code
  5. Working with Dates and Times in R
  6. String Manipulation with stringr in R
  7. Assessment: Data Manipulation with R
  8. Web Scraping in R
  9. Introduction to Writing Functions in R
  10. Introduction to Shell
  11. Introduction to Git
  12. Parallel Programming in R
  13. Defensive R Programming
  14. Developing R Packages
  15. Object-Oriented Programming with S3 and R6 in R

New Track

  1. Introduction to R
  2. Intermediate R
  3. Introduction to the Tidyverse
  4. Data Manipulation with dplyr
  5. Project: Analyze the Popularity of Programming Languages
  6. Introduction to Writing Functions in R
  7. Writing Efficient R Code
  8. Foundations of Functional Programming with purrr
  9. Parallel Programming in R
  10. Introduction to Shell
  11. Developing R Packages
  12. Defensive R Programming
  13. Object-Oriented Programming with S3 and R6 in R
  14. Introduction to Git (formerly Foundations of Git)
  15. Intermediate Git

Removed Content

# Content ID Content Title Instructor Name
1. 29712 Introduction to Git DataCamp
2. 5348 Working with Dates and Times in R Charlotte Wickham
3. 1645 Assessment: Data Manipulation with R N/A
4. 2922 String Manipulation with stringr in R Charlotte Wickham
5. 25134 Web Scraping in R Timo Grossenbacher

Added Content

# Content ID Content Title Instructor Name
1. 58 Introduction to R DataCamp
2. 672 Intermediate R DataCamp
3. 5896 Foundations of Functional Programming with purrr DataCamp
4. 37838 Introduction to Git DataCamp
5. 38067 Intermediate Git DataCamp

 

Associate AI Engineer for Data Scientists

Current Track

  1. Supervised Learning with scikit-learn
  2. Unsupervised Learning in Python
  3. Introduction to Deep Learning with PyTorch
  4. Intermediate Deep Learning with PyTorch
  5. Project: Developing Multi-Input Models for OCR
  6. Responsible AI Data Management
  7. Introduction to LLMs in Python
  8. Project: Analyzing Car Reviews with LLMs
  9. Working with Llama 3
  10. MLOps Concepts
  11. MLOps Deployment and Lifecycling
  12. Introduction to Git
  13. Software Engineering Principles in Python
  14. Introduction to Testing in Python
  15. Monitoring Machine Learning Concepts

New Track

  1. Supervised Learning with scikit-learn
  2. Unsupervised Learning in Python
  3. Introduction to Deep Learning with PyTorch
  4. Explainable AI in Python
  5. Intermediate Deep Learning with PyTorch
  6. Project: Developing Multi-Input Models for OCR
  7. Responsible AI Data Management
  8. Introduction to LLMs in Python
  9. Project: Analyzing Car Reviews with LLMs
  10. Working with Llama 3
  11. MLOps Concepts
  12. Software Engineering Principles in Python
  13. Introduction to Git (formerly Foundations of Git)
  14. Introduction to Testing in Python

Removed Courses

# Course ID Course Title Instructor Name
1. 29712 Introduction to Git DataCamp
2. 29501 MLOps Deployment and Life Cycling Nemanja Radojković
3. 31224 Monitoring Machine Learning Concepts Hakim Elakhrass

Added Courses

# Course ID Course Title Instructor Name
1. 37627 Explainable AI in Python DataCamp
2. 37838 Introduction to Git DataCamp

 

Data Scientist in Python

Current Track

  1. Intermediate Importing Data in Python
  2. Preprocessing for Machine Learning in Python
  3. Developing Python Packages
  4. Machine Learning for Business
  5. Introduction to SQL
  6. Intermediate SQL
  7. Project: Analyzing Students’ Mental Health
  8. Joining Data in SQL
  9. Project: When Was the Golden Era of Video Games?
  10. Introduction to Git

New Track

  1. Intermediate Importing Data in Python
  2. Preprocessing for Machine Learning in Python
  3. Developing Python Packages
  4. Machine Learning for Business
  5. Introduction to SQL
  6. Intermediate SQL
  7. Project: Analyzing Students’ Mental Health
  8. Joining Data in SQL
  9. Project: When Was the Golden Era of Video Games?
  10. Introduction to Git (formerly Foundations of Git)
  11. Intermediate Git

Removed Courses

# Course ID Course Title Instructor Name
1. 29712 Introduction to Git DataCamp

Added Courses

# Course ID Course Title Instructor Name
1. 37838 Introduction to Git DataCamp
2. 38067 Intermediate Git DataCamp

 

Data Scientist in R

Current Track

  1. Intermediate Importing Data in R
  2. Developing R Packages
  3. Machine Learning for Business
  4. Feature Engineering in R
  5. Introduction to SQL
  6. Intermediate SQL
  7. Project: Analyzing Students’ Mental Health
  8. Joining Data in SQL
  9. Project: When Was the Golden Era of Video Games?
  10. Introduction to Git

New Track

  1. Intermediate Importing Data in R
  2. Developing R Packages
  3. Machine Learning for Business
  4. Feature Engineering in R
  5. Introduction to SQL
  6. Intermediate SQL
  7. Project: Analyzing Students’ Mental Health
  8. Joining Data in SQL
  9. Project: When Was the Golden Era of Video Games?
  10. Introduction to Git (formerly Foundations of Git)
  11. Intermediate Git

Removed Courses

# Course ID Course Title Instructor Name
1. 29712 Introduction to Git DataCamp

Added Courses

# Course ID Course Title Instructor Name
1. 37838 Introduction to Git DataCamp
2. 38067 Intermediate Git DataCamp

 

Machine Learning Engineer

Previous Prerequisite

  1. Data Scientist in Python

New Prerequisite

  1. Associate Data Scientist in Python

 

Skill Tracks

Developing Large Language Models

Current Track

  1. Introduction to Deep Learning with PyTorch
  2. Intermediate Deep Learning with PyTorch
  3. Deep Learning for Text with PyTorch
  4. Introduction to LLMs in Python
  5. Project: Analyzing Car Reviews with LLMs
  6. Code-Along: Fine-Tuning Your Own Llama 2 Model
  7. Blog: LLMOps Essentials: A Practical Guide to Operationalizing Large Language Models

New Track

  1. Introduction to Deep Learning with PyTorch
  2. Intermediate Deep Learning with PyTorch
  3. Deep Learning for Text with PyTorch
  4. Project: Service Desk Ticket Classification with Deep Learning
  5. Introduction to LLMs in Python
  6. Project: Analyzing Car Reviews with LLMs
  7. Working with Llama 3
  8. LLMOps Concepts

Removed Content

# Content ID Content Title Instructor Name
1. 1429 Fine-Tuning Your Own Llama 2 Model DataCamp
2. 1599 LLMOps Essentials: A Practical Guide to Operationalizing Large Language Models DataCamp

Added Content

# Content ID Content Title Instructor Name
1. 2148 Service Desk Ticket Classification with Deep Learning DataCamp
2. 36817 Working with Llama 3 DataCamp
3. 36164 LLMOps Concepts DataCamp

 

Marketing Analytics in Python

Current Track

  1. Analyzing Marketing Campaigns with pandas
  2. Analyzing Social Media Data in Python
  3. Market Basket Analysis in Python
  4. Machine Learning for Marketing in Python
  5. Customer Segmentation in Python
  6. Marketing Analytics: Predicting Customer Churn in Python
  7. Customer Analytics and A/B Testing in Python
  8. Project: Combating Subscriber Churn with Targeted Marketing

New Track

  1. Analyzing Marketing Campaigns with pandas
  2. Analyzing Social Media Data in Python
  3. Market Basket Analysis in Python
  4. Machine Learning for Marketing in Python
  5. Customer Segmentation in Python
  6. Marketing Analytics: Predicting Customer Churn in Python
  7. Project: Combating Subscriber Churn with Targeted Marketing

Removed Courses

# Course ID Course Title Instructor Name
1. 6165 Customer Analytics and A/B Testing in Python Ryan Grossman

Added Courses

N/A

 

Data Skills for Business

Current Track

  1. Introduction to Data
  2. Introduction to Data Literacy
  3. Understanding Artificial Intelligence
  4. Data Governance Concepts
  5. Introduction to Data Ethics
  6. Data Management Concepts

New Track

  1. Introduction to Data
  2. Introduction to Data Literacy
  3. Understanding Artificial Intelligence
  4. Data Governance Concepts
  5. Introduction to Data Ethics
  6. Data Management Concepts
  7. Data Strategy

Removed Courses

N/A

Added Courses

# Course ID Course Title Instructor Name
1. 35244 Data Strategy DataCamp

 

AI Fundamentals

Current Track

  1. Understanding Artificial Intelligence
  2. Introduction to ChatGPT
  3. Understanding Machine Learning
  4. Large Language Models (LLMs) Concepts
  5. Generative AI Concepts
  6. AI Ethics

New Track

  1. Understanding Artificial Intelligence
  2. Introduction to ChatGPT
  3. Understanding Machine Learning
  4. Large Language Models (LLMs) Concepts
  5. Generative AI Concepts
  6. AI Ethics
  7. AI Fundamentals Assessment

Added Assessments

# Assessment ID Assessment Title
1. 3312 AI Fundamentals

 

Data Storytelling

Current Track

  1. Communicating Data Insights
  2. Data Storytelling Concepts
  3. Data Storytelling Case Study: College Majors
  4. Data Storytelling Case Study: Green Businesses

New Track

  1. Communicating Data Insights
  2. Data Storytelling Concepts
  3. Data Storytelling Case Study: College Majors
  4. Data Storytelling Case Study: Green Businesses
  5. Data Storytelling Assessment 

Added Assessments

# Assessment ID Assessment Title
1. 3315 Data Storytelling