Special Case: IID Gaussian Random Variables

Want to learn AI/ ML, Deep Learning with PYTHON Projects?
https://www.iitk.ac.in/mwn/AIML/index...
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IIT Kanpur Certification Program on PYTHON for Artificial Intelligence, Machine Learning, and Deep Learning
1st to 29th December 2025

Welcome to the IIT Kanpur Certification Program on PYTHON for Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). The program will include extensive PYTHON projects using practical real world datasets in several fields including Business, Medicine, Science, Engineering and other domains, using numerous cutting-edge packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, TENSORFLOW, KERAS. This 4 week certificate program, is an intensive school 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 Artificial Intelligence (AI), Machine Learning (ML), Neural Networks (NN) and Deep Learning (DL) toward projects, research and placements to further their careers. The program also includes problem solving sessions to prepare for tests/ job interviews in AI/ ML and DL.

All modules will be held on evenings for the convenience of participants. The extensive projects and PYTHON programming for ARTIFICIAL INTELLIGENCE (AI), MACHINE LEARNING (ML), NEURAL NETWORKS (NN), DEEP LEARNING (DL) is of significant value to participants of all backgrounds. Do not miss the added value in Golden and Flash registration!

Benefits of this program

UG/ PG students: Learn the latest programming techniques in PYTHON and various packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKIT-LEARN, TENSORFLOW, KERAS together with practical AI / 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, TENSORFLOW, KERAS for research and also to establish virtual labs or for project guidance in AI/ 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, TENSORFLOW, KERAS, together with principles of Module Design and Analysis using Practical Data Sets for AI/ ML/ DL Technologies! Learn PYTHON/ MATLAB Programming to master the latest AI/ML Technologies

More information can be found at website: https://www.iitk.ac.in/mwn/AIML/index...
Contact us:
e-mail: [email protected]
Whatsapp: +91 7054568434

Regards,
Team IIT Kanpur Certification Program on AI/ ML/ DL
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur
e-mail: [email protected]