Advanced Certificate Programme in
Machine Learning, Gen AI & LLMs for Business Applications

IITM Pravartak
Technology Innovation Hub of IIT Madras

Duration
8-10 Months
Mode
Hybrid
Commencement Date
9th February 2025
Application Closure Date
25th January 2025
Session Timings
Sunday, 10:00 AM to 1:00 PM

Programme Overview

Advanced Certificate Programme in Machine Learning, Gen AI & LLMs for Business Applications is designed to equip participants with the skills and knowledge required to harness the potential of Generative AI and Machine Learning technologies. Starting with foundational concepts in AI, mathematics, and machine learning, the programme progresses to advanced topics, including deep learning and generative models. The programme culminates with insights into emerging technologies and trends in Generative AI and ML.

Programme Highlights

certificate

Live Online Teaching by the Faculty of IIT Madras

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Industry-led Pedagogy

campus

2 Days of Campus Immersion (optional)

Digital Markstrat Simulation

Hands-on simulation

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Certificate of Completion from IITM Pravartak

Eligibility Criteria

  • Qualification: Graduate/4-year Engineering/Technical Degree/B.Sc/BCA/M.Sc/MCA from a recognized university (UGC/AICTE/DEC/AIU/State Government/recognized international universities).
  • Minimum 50% and above is required for qualification.
  • Industry Targeting (Preference): IT, Tech, Software, Engineering Research, Business Analytics, etc.
  • Professionals from a tech background must have a minimum of 1 year of work experience.

Screening and Selection

  • Professionals satisfying the eligibility criteria with at least one year of background will be admitted to the course.

Syllabus Breakdown

  • Introduction to Machine Learning
  • Python Tools for Machine Learning
  • Practical Applications of Machine Learning
  • Capstone Project: Machine Learning Application
  • Introduction to Deep Learning
  • Python Tools for Deep Learning
  • Practical Applications of Deep Learning
  • Capstone Project: Deep Learning Application
  • Introduction to Generative AI
  • Variational Autoencoders (VAEs) and Diffusion Models
  • Practical Applications of Generative AI
  • Capstone Project: Generative AI Application
  • Introduction to Large Language Models (LLMs)
  • Fine-Tuning LLMs
  • Building Custom AI Agents with LangChain
  • Retrieval-Augmented Generation (RAG)
  • Capstone Project: LLM and RAG Application
  • Text-Based Applications of LLMs
  • Image and Video Applications with LLMs
  • Audio Applications of LLMs
  • Capstone Project: Multimodal LLM Application
  • Multimodal Generative AI Systems
  • Customizing and Extending Generative AI Models
  • Capstone Project: Integrated Generative AI Application
  • Introduction to Productionizing AI Models
  • Deploying AI Models with Python Tools
  • End-to-End Pipeline for LLM and Generative AI Applications
Live and Interactive Lectures
Flexibility in learning: online classes on weekends
Assignments and Quiz
Mini Quizzes
40+ Live Sessions1
Live Immersion Classes
online lesson
Programming sessions

Note:- This is an indicative list of course topics and is subject to change as per IITM Pravartak’s discretion.

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About IITM Pravartak

IITM Pravartak Technologies Foundation is a section 08 Company housing the Technology Innovation Hub on Sensors, Networking, Actuators, and Control Systems (SNACS). IITM Pravartak is funded by the Department of Science and Technology, Government of India, under its National Mission on Interdisciplinary Cyber-Physical Systems and hosted as a Technology Innovation Hub (TIH) by IIT Madras. The IITM Pravartak Technology Innovation Hub aims to focus on new knowledge in the SNACS area through extensive and application-oriented research. IITM-PTF gladly takes the role of preparing young India for the next generation of world-class technologies. The NM-ICPS is a comprehensive Mission aimed at complete convergence with all stakeholders by establishing strong linkages between academia, industry, Government, and International Organizations.

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Programme Certification

  • Participants who meet the evaluation criteria, which includes successfully completing the projects conducted by the faculty, and fulfill the necessary attendance criteria, specifically a minimum requirement of 70%, will receive a ‘Certification of Completion.’’
IMTP MLGENAILMMBA_certificate

Programme Fee Details

Programme fee
Fee Structure
Application Fee
INR 1500/- + GST
Programme Fee
INR 1,30,000/- + GST
Easy EMI options available
Instalment Pattern
Instalment Pattern
Instalment I
INR 60,000/- + GST
3 days from offer
Instalment II
INR 40,000/- + GST

5th March 2025

Instalment III
INR 30,000/- + GST

5th May 2025

Programme fee
Fee Structure
Application Fee
INR 1500/- + GST
Programme Fee
INR 1,40,000/- + GST
Easy EMI options available
Instalment Pattern
Instalment Pattern
Instalment 1

INR 80,000/- + GST

Instalment 2

INR 50,000/- + GST

Instalment 3

INR 50,000/- + GST

  • Note: *All the amounts mentioned above are exclusive of GST.

Admission Process

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The Jaro Advantage

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Profile Building

Profile building involves creating or modifying resumes to meet corporate standards, ensuring they effectively highlight skills and achievements. Additionally, tailored LinkedIn profile suggestions are provided to optimize visibility and engagement with recruiters and industry professionals.

Career Assistance

Career assistance offers 16-18 job recommendation links based on profile preferences, helping to discover opportunities that align with skills and career goals.

Career Enhancement Sessions

Career enhancement sessions provide access to bootcamps and masterclasses on trending topics, led by industry experts. These sessions help participants stay updated with industry trends and enhance their professional skills.

Resume Building

Our service comprises the meticulous creation and refinement of resumes, aligning them with corporate standards to ensure they reflect your skills and achievements. Through expert resume optimization, we enhance your professional narrative and craft an ATS-friendly resume to stand out in a competitive landscape.

LinkedIn Profile Optimization

We offer tailored suggestions for elevating your LinkedIn profile, strategically designed to maximize visibility and foster meaningful connections with industry leaders. Our approach ensures that your online presence resonates with the professionalism and expertise that defines your career trajectory.

Career Enhancement Sessions

Our exclusive Jaro Connect platform provides corporate engagements with access to immersive bootcamps and masterclasses on the latest industry trends, led by esteemed experts. This empowers the participants to stay abreast of evolving market dynamics while honing their professional competencies, ensuring they thrive in today’s fast-paced business environment.

Note: IITM Pravartak or Jaro Education do not guarantee or promise you a job or advancement in your existing position. Career services are simply provided as a service to help you manage your career in a proactive manner. Jaro Education provides the career services described here. IITM Pravartak is not involved in any way with the career services described above and offers no commitments.

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Frequently Asked Questions
What is the duration of this programme?

The duration of the programme is 8-10 months.

How will this programme benefit me?

This programme is designed to equip participants with the skills and knowledge required to harness the potential of Generative AI and Machine Learning technologies. Starting with foundational concepts in AI, mathematics, and machine learning, the programme progresses to advanced topics, including deep learning and generative models. The programme culminates with insights into emerging technologies and trends in Generative AI and ML.

Am I eligible to apply for the programme?
  • To qualify, candidates should possess a Graduate or 4-year Engineering/Technical Degree, B.Sc, BCA, M.Sc, or MCA from a recognized university, such as those accredited by UGC, AICTE, DEC, AIU, State Government, or other recognized international institutions.
  • Plus a minimum score of 50% or above is required for qualification.
  • The candidates are from diverse industries: IT, Technology, Software, Engineering Research, Business Analytics, and related fields are ideal to apply for this intake.
  • Additionally, professionals from a tech background must possess at least 1 year of work experience.
What are the expected learning outcomes?

Upon completion of this programme, participants will be well-equipped to pursue diverse career opportunities in the rapidly expanding field of AI and ML.

  • Acquire a solid understanding of the fundamental concepts of AI, ML, and emerging technologies.
  • Apply theoretical knowledge through hands-on projects, including text generation with GPT models.
  • Acquire specialised knowledge in generative AI, including GANs, VAEs, large language models, and reinforcement learning for generative tasks.
  • Explore diverse applications of AI in image processing, speech processing, text processing, chatbots, and natural language processing (NLP).
Will I receive any career support?

The primary goal of this programme is to equip working professionals with knowledge about state-of-the-art techniques such as Generative AI, GPTs, text generation and Quantum technologies. Also, the program will focus on developing the skills of participants in this field using various pedagogy techniques such as online classes, tutorial sessions on Python, projects and mini quizzes while providing relevant reference materials.
IITM Pravartak does not provide any career support related services including interviews, placements, etc. Jaro Education provides certain services that are mentioned on the programme webpage. Neither IITM Pravartak nor Jaro Education can guarantee you a fresh job or promotion in your current job.

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