Python & Data Science

• PIP vs Conda
• Install Packages by Reading a File pip/conda install -req.txt
• Anaconda Prompt Console
• Anaconda Offers In-Memory Environments
• Benefits of Isolated OS Independent Environments
• Create, List, Activate, Deactivate, Remove Environments
• Jupyter Notebook Web Interface & Its Benefits
• Create and Use .ipynb File
• Variables & Data Types in Python
• Global vs Local Variables
• Global Variables Outside a Function Use Anywhere
• Local Variables Inside a Function Use Within Function
• Implicit vs Explicit
• Text : str
• Numeric : int, float, complex
• Sequence : list, tuple, range
• Mapping Dictionary : dict
• Set : set, frozenset
• Boolean : bool
• Binary : bytes, bytearray, memoryview
• Setting Data Type Implicitly assign value to a variable
• Setting Data Type Explicitly use constructor functions str(),
• int(), float(), complex(), list(), tuple(), range(), dict()
• set(), frozenset(), bool(), bytes(), bytearray(),