Lecture 41: Singular Value Decomposition (SVD)

Want to learn Data Science, ML, Quantum Computing with PYTHON? Check out our program!
www.iitk.ac.in...
IIT Kanpur Certificate Program on Python & QISKIT for Data Science, Data Analytics, Machine Learning and Quantum Computing
1st March to 28th March 2025
Welcome to the IITK Certificate Program on Python QISKIT for Data Science (DS), Data Analytics (DA), Machine Learning (ML) and Quantum Computing (QC). Data Science provides some of the most promising career opportunities for students/ professionals and Data Analytics skills are highly sought-after by industry. Together with Machine learning (ML) to learn from data and Quantum computing that harnesses the principles of Quantum Mechanics, these fields are set to revolutionize Business, Information Processing and Machine Intelligence. This cutting-edge school will introduce participants to the rigorous theory, algorithms and scientific methods to derive actionable insights from large datasets via cutting-edge algorithms for Data Analytics, Machine Learning and Quantum Computing. The school also includes extensive assisted PYTHON programming projects where participants will gain hands-on experience in data analysis, exploration and visualization 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 and weekends for the convenience of participants. The extensive projects and PYTHON/ QISKIT programming for DATA SCIENCE (DS), DATA ANALYTICS (DA), Machine Learning (ML) and Quantum Computing (QC) are of significant value to participants of all backgrounds. Do not miss the added value in Flash and Early bird 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, 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: www.iitk.ac.in...
Contact us:
e-mail: [e-mail]
Whatsapp: [phone]
Regards,
Team IIT Kanpur Certification Programs
On behalf of
Prof. Aditya K. Jagannatham
Professor
IIT Kanpur
e-mail: [e-mail]