Batch 2

Data Science and AI Programme

Learn from leading VIT Bangalore faculty
Learn industry-relevant Data Science tools
Application-based learning with Capstone Project
Deep dive into ML Algorithms
Master Gen AI with Live Sessions

Integrated with Generative AI

Data Science and AI Programme at VIT Bangalore

The Data Science with AI online programme by VIT Bangalore equips you with the skills to become an AI-powered data scientist. Master Python, the industry-standard language, and conquer essential tools like Pandas and Matplotlib. Through hands-on sessions, you'll gain the expertise to leverage AI techniques and machine learning algorithms to tackle real-world challenges and unlock the hidden potential of data.

Programme Highlights

Gain insights from VITB's expert faculty in Data Science, ML & AI with recorded sessions and an industry-tailored curriculum.

Hands-on Jupyter Notebook exercises and real-world case studies for Python-based data science exploration.

Emphasis on ML with dedicated modules covering classification, regression, and clustering techniques.

In-depth exploration of ML algorithms, including supervised and unsupervised learning, and time series analysis.

Receive a certificate of completion from VITB and excel in your career.

Delve into each module, which underscores the practical application of concepts, preparing you to solve real-world problems across industries.

Gain practical insights from programme leaders. Master data science & AI through real-world case studies and hands-on exercises.

Unleash the power of AI for creative tasks. Explore cutting-edge techniques in our Generative AI Masterclasses and unlock potential for text and image generation

Note: Confirmation of the final number of quizzes, assignments and discussions will occur closer to the commencement of the programme.

Who is this programme for?

Early professionals who want an understanding of Python and data science and foundational knowledge of ML, Gen AI and its applications
Mid-managers who want to learn the concepts of Python and how to use it data science, machine learning and Gen AI projects

Tools Covered

Note: All product and company names are trademarks or registered trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them.

Programme Modules

Module 1: Introduction to Data Science

Module 2: Working with Data Types and Operators in Python

Module 3: Writing Functions in Python

Module 4: Popular Data Science Packages in Python

Module 5: Advanced Functions

Module 6: Data Manipulation and Analysis with Pandas

Module 7: Data Visualisation with Matplotlib

Module 8: Random Variables and Statistical Inferences

Module 9: Statistical Distributions and Hypothesis Testing

Module 10: Data Cleaning

Module 11: Exploratory Data Analysis

Module 12: Getting Started with Linear Algebra for Machine Learning

Module 13: Intro to Machine Learning and Python Libraries

Module 14: Supervised Learning: Classification and Regression

Module 15: Random Forest with Python, KNN with Python

Module 16: Unsupervised Learning

Note: The sequence of modules is subject to change and the final schedule will be shared during the orientation session.

Module numbers 5, 7, 10, 12, 14, and 15 include live sessions led by the programme leader.

Gen AI Modules

Module 1: Foundations of Generative AI

Module 2: Implementing Generative Models with Python

Module 3: Practical Applications of Generative AI in Data Science

Module 4: Creating Synthetic Data with Generative AI

Enhance Your Skills with Live Sessions

Our programme combines theoretical knowledge with hands-on practice through interactive live sessions led by experts. Bridge the gap between theory and real-world application.

Know Your Live Sessions:

Python Functions and Data Science Packages

Write Python functions and explore powerful packages like NumPy, Pandas, and Matplotlib.

Data Analysis and Data Visualisation

Work on real-world case studies, using Pandas for data exploration and creating visualisations with Matplotlib & Seaborn.

Real-World Data Cleaning Challenges

Tackle common data cleaning tasks: handling missing data, correcting data types, managing outliers, and normalization.

Exploratory Data Analysis and Linear Algebra

Master EDA and understand key linear algebra concepts essential for machine learning.

Foundations of Generative AI

Learn about Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs).

Implementing Generative Models with Python

Create basic generative models for image and text generation using Python libraries.

Practical Applications of Generative AI in Data Science

Explore how generative models enhance data augmentation for tasks like image classification and text analysis.

Creating Synthetic Data with Generative AI

Generate data to address missing entries and imbalanced datasets, improving model training with real-world applications.

Prestigious Leadership Team

Dr. V Raju

Former Vice Chancellor, Vellore Institute of Technology

Prof. Prema M

Director, International Center for Education and Research (ICER)

Renowned Faculty Experts

Dr Pitchumani Angayarkanni S

Professor | Specialisations: Computer Vision, Machine Learning and Deep Learning

Dr. Shiyamala Gowri

Associate Professor | Specialisation: Data Science

Ramya Mohankrishnan

Assistant Professor | Specialisation: Deep Learning

Programme Certificate

Participants will receive a VIT Bangalore certificate upon successful completion of the programme.
VIT Bangalore will award a certificate of successful completion to participants who complete the programme successfully with 70% of the score in the evaluation.

Note: All certificate images are for illustrative purposes only and may be subject to change at the discretion of VIT Bangalore.

Emeritus Career Services

15 Recorded Sessions and Resources in the Following Categories (Please note: These sessions are not live):

Resume & Cover Letter
Navigating
Job Search
Interview Preparation
LinkedIn Profile Optimisation

Note:

VITB or Emeritus do NOT promise or guarantee a job or progression in your current job. Career Services is only offered as a service that empowers you to manage your career proactively. The Career Services mentioned here are offered by Emeritus. VITB is NOT involved in any way and makes no commitments regarding the Career Services mentioned here. This service is available only for Indian residents enrolled into select Emeritus programmes.
This service is available only for Indian residents enrolled into select Emeritus programmes.

Early registrations are encouraged. Seats fill up quickly!

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