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Introduction

Welcome to the IIT Kanpur Advanced Career School on PYTHON for Data Science, Machine Learning and Deep Learning! This school, spanning over 5 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 (ML) toward projects, research and placements to further their career. The school will include extensive coverage of PYTHON programming, and numerous important packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKIT-LEARN, SEABORN, TENSORFLOW, KERAS. Participants will complete several projects and case-studies with practical datasets as part of the school. 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

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Learn the latest DS/ ML/ DL Algorithms, Packages and PYTHON Programming with real world datasets to further your career the IIT Kanpur way!

Experience our unique IIT Kanpur Project-based hands-on learning approach for leadership in DS/ ML/ DS Technologies at a fraction of the cost of other similar programs! Other similar online programs are 10x more expensive!

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

Procedure for Anaconda, Spider, PYTHON installation for windows:

Please note participants are required to use Laptop with PYTHON, installed. Although participants can use any IDE, preferred installation is ANACONDA and Spyder for PYTHON. Detailed stepwise procedure to install ANACONDA Spyder for free on windows platform can be found in document below
Installation document

Please note that it is the responsibility of the participants to ensure that Anaconda, Spider, PYTHON are installed and running smoothly prior to start of the program.

Important Notes: The school is self-contained and includes lecture sessions covering theoretical concepts followed by intensive PYTHON projects for the latest DS/ ML and DL Technologies.

Registration for the PYTHON-Based DS/ ML/ DL School is CLOSED now

Last dates for registration: 14th January 2022 (CLOSED)

Target Audience

  • Ph.D. scholars pursuing research in DS/ ML/ DL technologies
  • M.Tech/ B.Tech students undertaking thesis/ projects in DS/ ML/ DL technologies
  • Faculty members of Engineering Institutions/ Universities
  • Engineers from Wireless Industry and R&D Organizations

The school flyer can be downloaded from here     [PDF]

Final List of Participants     [PDF]