Data Analysis and ML with Python ⇗:
- Data Analysis and Machine Learning with Python NumPy, SciPy Matplotlib, Pandas
Scikit-Learn.
NumPy Basics. A Multidimensional Array Object (ndarrays ) Creating ndarrays Data Types
for ndarrays Basic Indexing and Slicing,
Getting Started with pandas Series, Data Frame and Index Objects Re indexing Indexing,
Selection and Filtering Sorting and Ranking, Loading from CSV and other structured text
formats, Normalizing data, Dealing with missing data, Data manipulation (alignment,
aggregation, and summarization), Group-based operations: split-apply-combine Statistical
analysis, Date and time series analysis with Pandas, Visualizing data