Data Science Upskilling (DSU) @ CDC

2025-2026

Collections selected by CDC

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DSU Bootcamp 2 Prep – Fundamentals of R

The courses do not need to be taken in order, and you are not required to complete all of them. Choose any course that best supports your learning goals and experience.

University of Colorado Boulder
Expressway to Data Science: R Programming and Tidyverse
Specialization
Duke University
Data Science with R
Specialization
Johns Hopkins University
Data Science: Foundations using R
Specialization

DSU Bootcamp - Introduction to Python Fundamentals, Scikit-Learn and Pandas

University of Michigan
Programming for Everybody (Getting Started with Python)
Course
University of Michigan
Python Data Structures
Course
University of Michigan
Using Python to Access Web Data
Course
University of Michigan
Using Databases with Python
Course

DSU Bootcamp - Machine Learning

CDC
Bootcamp 3 Review: Machine Learning and Advanced Data Viz
Course
University of Toronto
Introduction to GIS Mapping
Course
University of California, Davis
Fundamentals of GIS
Course
University of California, Davis
GIS Data Formats, Design and Quality
Course

DSU Bootcamp - Natural Language Processing and Time Series Forecasting

DeepLearning.AI
Structuring Machine Learning Projects
Course
Alberta Machine Intelligence Institute
Introduction to Applied Machine Learning
Course
DeepLearning.AI
Machine Learning in Production
Course
DeepLearning.AI
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Course

Dash and Plotly Workshop

Coursera
Crash Course on Interactive Data Visualization with Plotly
Guided Project
Codio
Data Analysis in Python with pandas & matplotlib in Spyder
Course
Codio
Visualizing & Communicating Results in Python with Jupyter
Course
Coursera
Python 101: Develop Your First Python Program
Guided Project

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