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
- Learn GenAI's practical applications with case studies
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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.
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.
Enhance Your Skills with Generative AI Masterclasses
Our programme combines theoretical knowledge with hands-on practice through interactive masterclasses led by experts. Bridge the gap between theory and real-world application of GenAI.
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.
Enhance Your Skills with AI Masterclasses
Our programme combines theoretical knowledge with hands-on practice through interactive masterclasses led by experts. Bridge the gap between theory and real-world application.
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 normalisation.
Exploratory Data Analysis and Linear Algebra
Master EDA and understand key linear algebra concepts essential for machine learning.
Who is this programme for?
Early professionals who want an understanding of Python and data science and foundational knowledge of ML, GenAI and its applications
Mid-managers who want to learn the concepts of Python and how to use it data science, machine learning and GenAI 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
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.
Generative AI Modules
Prestigious Leadership Team
Former Vice Chancellor, Vellore Institute of Technology
Director, International Center for Education and Research (ICER)
Renowned Faculty Experts
Professor | Specialisations: Computer Vision, Machine Learning and Deep Learning
Associate Professor | Specialisation: Data Science
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.
FAQs
Early registrations are encouraged. Seats fill up quickly!
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