Registration is open for Free Short Term Course On Data Analytics and Predictive Technologies by IIT BHU, Varanasi on 5-10 July 2021. The last date of registration is 30 June 2021.
About the Course
Recently, data analytics has become very popular and frequently used in any business. Businesses today around the world have some portion of their operations being automated, which concurrently has meant that a lot of data about these processes is being collected (from sensors or internal company data etc).
A combination of AI, big data analytics, and data science techniques seems to be a growing trend in many industry sectors, with predictive analytics being one of the most well-known. Vast numbers of software platforms are available for data extraction, scrubbing, analysis, and visualization.
Some of these platforms are specialized for carrying out one of the above-listed aspects of data analytics, while others offer a generalist tool to carry out almost all tasks ranging from data scrubbing to visualization. This course gives an overview of different data analytic mechanisms and also provides a brief knowledge of various data analytics tools. After the competition of this course, participants can apply the data analytics model in real-life problem solving.
- Data Analytics Scope & Applications
- Data Analysis Techniques
- Predictive and Descriptive Data Analysis
- Introduction to Statistical Learning
- Introduction to Python for Data Analytics
- Regression & Classification Problems
- Linear and Logistic Regression
- Decision Trees, Support Vector Machines
- K-NN Algorithm, Principal Component Analysis, Cluster Analysis
- Deep Learning: Deep Neural Network, Convolutional Neural Network,
- Recurrent Neural Network,
- Introduction to transfer Learning
- Analyzing the categorical data, streams data etc.
- Applications in Health, Energy, Agriculture, Smart Infrastructure etc.
This program can be attended by all UG/PG/PhD students, faculties and researchers from any branch of Engineering/ Science who are interested to work in the field of Data Analytics
- Interested candidates can register via this page.
- Last Date of Registration: 30 June 2021
- Registration Fees: No registration fee
- Course Mode: Online
Prof. Sanjay Kumar Singh
Click here to view the official notification of the Free Online Short Term Course On Data Analytics and Predictive Technologies by IIT BHU, Varanasi.
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