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About the course
This course is your hands-on introduction to programming techniques relevant to data analysis and machine learning. Most of the programming exercises will be based on Python and SQL.
What You Will Learn
- Basic programming techniques of data analysis
- Basic programming techniques of machine learning
How You Will Benefit
- Build the basic components of a data analysis pipeline "from scratch."
- Learn elementary data processing algorithms, notions of program correctness and efficiency, and numerical methods for linear algebra and mathemtical optimization.
Who should attend
This course is designed for those who are familiar with basic programming ideas at the level of the Python boot camp.
Trust the experts
Richard (Rich) Vuduc is an Associate Professor at the Georgia Institute of Technology (“Georgia Tech”). He works in the School of Computational Science and Engineering, a department devoted to the study of computer-based modeling, simulation, and data-driven analysis of natural and engineered sys...