My DataCamp Portfolio
2 min readApr 30, 2025
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Here is a summary of my work as an instructor or collaborator from DataCamp between 2022-Present
Courses
AI
- Introduction to LLMs in Python
- Introduction to Deep Learning with PyTorch
- Introduction to GPTs
- Transformer Models with PyTorch
- Designing Agentic Systems with LangChain
- Explainable AI in Python
- Deep Reinforcement Learning in Python
- LLMOps Concepts
- Developing AI Systems with the OpenAI API
- Responsible AI Data Management
- Working with Hugging Face
- Understanding Prompt Engineering
- ChatGPT Prompt Engineering for Developers
- Deep Learning for Images with PyTorch
- Intermediate Deep Learning with PyTorch
- Large Language Models (LLMs) Concepts
- Deep Learning for Text with PyTorch
Python
- Analyzing Survey Data in Python
- Introduction to Optimization in Python
- Foundations of Inference in Python
- Natural Language Processing with spaCy
- A/B Testing in Python
- Foundations of Inference in Python
SQL
- Introduction to SQL
- Intermediate SQL
- Time Series Analysis in PostgreSQL
- Hierarchical and Recursive Queries in SQL Server
- DataLab with SQL
R
Other data topics:
- Introduction to GitHub Concepts
- DevOps Concepts
- Programming Paradigm Concepts
- Building Dashboards with shinydashboard
Projects
SQL
- Analyzing Students’ Mental Health
- Evaluate a Manufacturing Process
Python
- Word Frequency in Moby Dick
- Investigating Netflix Movies
- Visualizing the History of Nobel Prize Winners
- Compare Baseball Player Statistics using Visualizations
- Dr. Semmelweis and the Importance of Handwashing
R
- Visualizing the History of Nobel Prize Winners
- Dr. Semmelweis and the Importance of Handwashing
- What is Your Heart Rate Telling You?
- Predict Future Sales of Fast-Food Menu Items
- Analyzing Super Bowl Viewership and Advertising
Prompting
