Mod-01 Lec-01 Introduction to 3G/4G Standards

Описание: Want to learn Machine Learning, Quantum Computing with PYTHON? Check out our
program!
https://www.iitk.ac.in/mwn/DSDAQ/inde...
IIT Kanpur Certificate Program on Python, QISKIT for Data Science, Data
Analytics, Machine Learning (ML) and Quantum Computing
1st to 27th March 2026

Welcome to the IIT Kanpur Certification Program on Python, QISKIT for Data
Science, Data Analytics, Machine Learning (ML) and Quantum Computing. This
cutting-edge program will introduce participants to the rigorous theory, quantum
algorithms and scientific methods to derive actionable insights from large datasets
via cutting-edge algorithms for Data Analytics, Machine Learning and Quantum
Computing. The program also includes extensive assisted PYTHON and QISKIT
programming projects where participants will gain hands-on experience in data
analysis, exploration, and quantum algorithms using practical datasets and the latest
PYTHON packages such as NUMPY, LINALG, MATPLOTLIB, PANDAS, SEABORN,
SCIKIT-LEARN and QISKIT. The school also includes problem solving sessions to
prepare for tests/ job interviews in DS, DA, ML and QC
All modules will be held on evenings for the convenience of participants. The
extensive projects and PYTHON programming for Data Science (DS), Data Analytics
(DA), Machine Learning (ML) and Quantum Computing (QC) 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, QISKIT, together with practical DS/ DA/ ML/ QC skills!

PhD Scholars/ Faculty members: Use PYTHON, and various packages such as
NUMPY, LINALG, MATPLOTLIB, PANDAS, SCIKIT-LEARN, SEABORN, QISKIT, for
research and also to establish virtual labs or for project guidance in DS/ DA/ ML/ QC
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, QISKIT, together with principles of Module Design and
Analysis using Practical Data Sets for DS/ DA/ ML/ QC Technologies!

More information can be found at website:
https://www.iitk.ac.in/mwn/DSDAQ/regi...

Contact us:
e-mail: [email protected]
Whatsapp: +91 7054568434

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  / aditya-k-jagannatham-7236231ba  
   / @iitk_iit_kanpur  
  / mwn-lab-iit-kanpur-104278678077422  
  / mwn.lab.iitk  
  / labmwn  

Regards,
Team IIT Kanpur Certification Program on DS/ DA/ ML/ QC
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur