IIT Kanpur July 201

https://video3-us-east.cloudokyo.cloud/video/v6/3e/55/50/3e5550e7-cfa9-45b0-aa12-379d272a89da/master.m3u8

Want to learn Machine Learning (ML), Deep Learning (DL), 5G, 6G, and PYTHON? 
Check out our schools below!
https://www.iitk.ac.in/mwn/MLDL/index.html
https://www.iitk.ac.in/mwn/IITK6G/index.html
 
IIT Kanpur Intensive Training School (ITS) on PYTHON for Machine Learning, Neural Networks and Deep Learning
2nd to 22nd December 2023
https://www.iitk.ac.in/mwn/MLDL/index.html
Welcome to the IIT Kanpur Intensive Training School (ITS) on PYTHON for Machine Learning, Neural Networks 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 Machine Learning (ML), Neural Networks (NN) 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, LINALG, MATPLOTLIB, SCIKIT-LEARN, TENSORFLOW, KERAS. The school also includes problem solving sessions to prepare for tests/ job interviews in ML and DL. For an extensive list of lecture modules and hands-on programming projects, please check the PROGRAM
 
IIT Kanpur PYTHON + MATLAB Training School on 5G/ 6G Wireless Technologies
2nd to 22nd March 2024
https://www.iitk.ac.in/mwn/IITK6G/index.html
Welcome to the PYTHON + MATLAB Training School on 5G/ 6G Wireless Technologies: MIMO, massive MIMO, mmWave MIMO, NOMA, OTFS and IRS. This is a unique cutting edge project based training school that will feature exhaustive lecture modules and several PYTHON/ MATLAB projects/ case-studies on the latest MIMO, Massive MIMO, mmWave MIMO, NOMA technologies for 5G. Also, with 5G systems being rapidly deployed around the globe, there is accelerated development of Beyond 5G (B5G) and 6G wireless technologies that break the barriers of 5G. OTFS is a cutting-edge 2D modulation technique that operates in the Delay-Doppler domain, while Intelligent reflecting surface (IRS) is another novel technology that enables dynamically altering the radio propagation environment to achieve a phenomenal boost in the capacities. Together, these dual technologies are expected to power the shift to 6G. This training school will feature exhaustive tutorial style lecture modules and several intensive supervised PYTHON/ MATLAB/ OCTAVE programming modules so that participants are able to gain practical hands-on experience of working on state-of-the-art 5G/ 6G projects
All modules will be held on evenings and weekends for the convenience of participants. The extensive projects and PYTHON programming for MACHINE LEARNING (ML), NEURAL NETWORKS (NN), DEEP LEARNING (DL), 5G and 6G are of significant value to participants of all backgrounds.
 
How do these programs 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 ML/ NN / DL/ 5G/ 6G 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 ML/ NN / DL/ 5G/ 6G 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 ML/ NN / DL/ 5G/ 6G Technologies!
 
Learn the latest ML/ NN/ DL/ 5G/ 6G Algorithms, PYTHON Programming & Libraries from experts at IIT Kanpur
PYTHON, Machine Learning, Neural Networks, Deep Learning, 5G and 6G are the top skills for placements in leading global MNCs such as Google, Amazon, facebook, Microsoft, Qualcomm, Broadcom, Samsung, Mediatek and many others!
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!
 
Contact Us:
e-mail: mimo5G.iitk@gmail.com
Join/ follow us on our social media sites
https://www.facebook.com/people/MWN-Lab-IIT-Kanpur/100063786175713/
https://twitter.com/LabMwn
https://www.linkedin.com/in/mwn-lab-7236231ba/?originalSubdomain=in

Lec 04 | Applied Optimization | Inner Product Space and its Properties-I | IIT Kanpur

IIT Kanpur July 201