Machine learning 101 - (Course also involves a live Project)
Learn the core ideas in machine learning and build your first models
The Python programming language is emphasized in our course. We cover topics such as data acquisition, data analysis, Numpy, Pandas, Matplotlib statistics, visualization, prediction and machine learning with Scikit Learn, we also dive a little into Keras - Natural Language Processing and more.
- Phase 1: Python and database fundamentals
- Phase 2: Statistical applications
- Phase 3: Machine learning and Big Data
- Phase 4: Two weeks of final project work.
No prior data science experience is required. However, all students will be required to go through some pre-work. Students who take the introductory Python Foundation workshop (Python 101) maybe exempt from pre-work.