Introduction to Python

History of Python

An interpreted high level language

Need of Python Programming

Applications of python

Importance of python in Data Science

Introduction to Machine Learning

Definition of Machine Learning

Artificial Intelligence and Machine Learning

Use / Role of Python in AI

Importance of Python in AI and Machine learning

Applications of Machine Learning

Supervised Learning vs. Unsupervised Learning

Python libraries suitable for Machine Learning

Overview of Python Libraries and Packages

Pillow: Python library

Matplotlib

NumPy

NLTK (Natural Language Toolkit)

FlashText

SciPy

Scikit-learn

Bokeh

Pandas

Mahotas

Pros & Cons of Machine Learning