Algorithms, tools, and techniques for extracting knowledge or insight from typically large - scale data, and use it for future purposes such as prediction. This course will focus on main techniques and tools in Data Processing, Data Analytics, Machine Learning, Big Data Manipulation, Large - Scale Predictive Analytics, and Visualization. Some of the tools and libraries that will be apply:
- Scikit-learn
- Pandas
- Matplotlib
- NumPy
- SciPy
- Hadoop
- Spark
- seaborn