Coming Spring 2023
Earn up to 35 professional development hours and an industry recognized 14 course credentialing program that goes through the foundational computational data science practices. This certificate is an online, self-paced course with theory and practical based instruction.
Curriculum
- Statistical Learning: Regression in R
- Statistical Learning: Classification in R
- Statistical Learning: Clustering in R
- Statistical Learning: Dimension Reduction in R
- Intro to Computer systems for Data Science
- Statistical methods
- Structured data exploration and visualization
- Supervised learning with scikit-learn
- Unsupervised learning with scikit-learn
- Foundations of Deep Learning
- Natural Language Processing
- Graph analytics with NetworkX
- Distributed computing and Big Data analytics
- Frameworks for Deep Learning