Python for Data Analytics

This Python Programming for Data Analytics training course provides students with comprehensive yet straight-forward training in Python programming for data analytics.

It starts with fundamental Python and syntax, goes through the middle level of Python functional programming, then reaches the advanced features of Python for data analytics and an introduction to the working experience of Pandas, Numpy, SciPy, etc.

This Python training course will require students to complete a Python data analytics project in order to enhance their hands-on skills in using Python in their workplace.

Topics of the Python Programming Course:

• Introduction, Background, Anaconda Cloud Installation, and Jupyter Notebook

• Python Data Structures, Data Types, Variables, and Objects

• Python Package: Numpy and Scipy Package

• Python Package: Pandas

• Data Manipulation and Wrangling Using Pandas

• Data Aggregation and Summarization Using Pandas

• Logic, Control Flow and User-Defined Functions

• Visualization Using Matplotlib and Season Package

• Machine Learning with Sci-Kit Learn Package

• Other Important Python Packages