Python for Data Science and Machine Learning

Objective :

The main objective of these contents is to make students learn the basic working of Python Language along with its usage in Data Sciences. Students will have hands-on with various packages available in Python used for Machine Learning like Numpy, Pandas, Matplotlib, Scikit-learn, NLTK, Tkinter, etc.

Outcome :

The reader's will learn to analyse the huge data collected on Cloud/Internet using various package available in python. Further the model building using various machine learning algorithms, will enhance the knowledge of budding Data Scientists.

Class Example :

The examples undertaken/coded while demos in class are available here.

• 6 weeks summer training programs ST395 ,ST401
• 6 Months Industrial Training Programmes PJ121

Contents/Slides: Topicwise Slides

Dataset used in examples : Dataset

Additional Resources/books : Books/pdf

Weblinks :

• Python Numpy Tutorial
• Dive into Deep Learning
• Deep Learning-MIT Press