IIT Kanpur Intensive Training School (ITS) on PYTHON












for Data Science, Machine Learning, and Deep Learning









6^th to 26^th May 2023

Introduction

Welcome to the IIT Kanpur Intensive Training School (ITS) on PYTHON for Data Science, Machine Learning and Deep Learning. This school, spanning over 3 weeks, is an intensive program for scholars, students, faculty members, industry professionals and R&D staff aspiring to get an in-depth exposure and learn hands-on implementation of the cutting edge algorithms and software for Data Science (DS), Machine Learning (ML) and Deep Learning (DL) toward projects, research and placements to further their career. The school will include extensive assisted PYTHON programming sessions, and numerous important packages such as NUMPY, PANDAS, SEABORN, LINALG, MATPLOTLIB, SCIKIT-LEARN, TENSORFLOW, KERAS. For an extensive list of lecture modules and hands-on programming projects, please check the PROGRAM.

All modules will be held on evenings and weekends for the convenience of participants. The extensive projects and PYTHON programming for DATA SCIENCE (DS), MACHINE LEARNING (ML), DEEP LEARNING (DL) is of significant value to participants of all backgrounds.

How does this program benefit YOU?

UG/ PG students: Learn the latest programming techniques in PYTHON and various packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKIT-LEARN, SEABORN, TENSORFLOW, KERAS together with practical DS/ ML/ DL knowledge for projects/ thesis and also to gain an unbeatable edge in placements!

PhD Scholars/ Faculty members: Use PYTHON, and various packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKIT-LEARN, SEABORN, TENSORFLOW, KERAS for research and also to establish virtual labs or for project guidance in DS/ ML/ DL Technologies with real world datasets!

Industry Professionals: Take your skills to the next level by learning PYTHON, and various packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKITLEARN, SEABORN, TENSORFLOW, KERAS, together with principles of Module Design and Analysis using Practical Data Sets for DS/ ML/ DL Technologies!

Programming and Packages Covered

This school will train the participants on several high impact PYTHON packages listed below




Learn the latest DS/ ML/ DL Algorithms, Packages and PYTHON Programming the IIT Kanpur way!

PYTHON, Data Science, Machine Learning and Deep Learning are the critical skills for placements in top global MNCs!

Our industry participants have come from top global MNCs, Indian R&D Labs below and many more!



Our academic participants have come from IITs, NITs, top national and international educational institutions and more!