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iiit pg program in ai and ml

Updated at : February 8, 2024

IIIT Online PG Program in Artificial Intelligence and Machine Learning

The IIIT Online Course in AI and ML is provided by reputable IIITs in India as a comprehensive 8–13-month certification curriculum. The application of artificial intelligence (AI) and machine learning (ML) has emerged as a crucial differentiator for companies looking to maintain their competitive edge and create fresh approaches for maximized growth in a rapidly evolving digital landscape. The curriculum is tailored to satisfy the increasing need for graduates with an interest in AI and ML as well as professionals working in adjacent fields.

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No. of Universities

1

Course Duration

8 - 13 Months

Eligibility

Graduation

Learning Mode

Online

EMI Facility

Available

IIIT Online Courses in AI and Machine Learning Program Overview

The IIIT Online Program in AI and ML is aimed to give learners a deep understanding of technologies and applications relevant to AI and ML. This program's syllabus has been meticulously crafted to cover every aspect of artificial intelligence and machine learning. Important subjects covered include natural language processing (NLP), ChatGPT, generative AI, prompt engineering, deep learning, and machine learning techniques. It gives users the information and skills they need to successfully maneuver through the complex world of AI. 

As more people enter the AI and ML fields, career progression becomes a critical consideration. AI and ML experts who are limited to theory knowledge cannot realize their full potential. For this reason, receiving practical instruction is highly valued in this IIIT AI and ML online course. Trainees have the unique opportunity to apply their theoretical knowledge to practical situations through hands-on assignments. These capstone AI projects demonstrate a variety of applications for AI and ML and how they can be applied to real-world issues. The learning process is further enhanced by having access to integrated workshops and cutting-edge technologies, which enable experimentation, fresh idea development, and problem-solving with complex AI.

Live online classes delivered by subject matter experts are one of this program's top features. The most recent developments in technology, best practices, and AI trends are covered in these classes. Learners gain knowledge of ChatGPT, explainable AI, prompt engineering, generative AI, and other cutting-edge concepts that shape the AI and ML landscape. 

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One excellent approach to progress in AI and ML is through the IIIT Online Certification. It is the ideal option for anyone looking to embark on a journey with AI that will transform their lives. Participants are prepared to lead innovation and change in the rapidly evolving fields of artificial intelligence and machine learning with this esteemed IIIT qualification. These knowledgeable personnel will influence how firms throughout the world operate in the future as the digital era develops. 

Key Highlights of IIIT Online Courses in AI and Machine Learning In India

  • Get a certificate from one of the best technical institutions in India, IITs while continuing your job or regular studies.
  • Get access to institutions’ LMS portal for accessing the digitized course materials for self-paced learning.
  • Attend live interactive sessions with IIIT faculty to learn about the latest AI trends, such as Machine Learning, Deep Learning, Natural Language Processing (NLP), MLOps, Attention, Transformers, Computer Vision, BERT, and more. 
  • Learn about a full curriculum covering 20+ AI tools and technologies, such as Pandas, NLTK, Numpy, Docker, AWS, and more, so that you are current on the latest AI developments.
  • Participate in real-world projects and gain quick access to integrated labs to enhance your practical abilities and apply what you study.
  • Discover how to use advanced AI technologies in the real world, such as ChatGPT, OpenAI, DALL-E, Midjourney, and others. You will get the ability to address issues in the actual world as a result of this.
  • To obtain valuable knowledge and expand your network within the AI community, you can establish connections with professionals in the field.
  • Obtain a comprehensive AI education that emphasizes experiential learning in addition to covering the fundamentals of academia. 
  • With an IIIT certification and alumni status, you'll be prepared for success in the rapidly evolving fields of AI and machine learning.

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IIIT Online Courses in AI and Machine Learning Course Subjects/Syllabus

The curriculum design of an AI and ML course from IIITs is quite vast and is designed with a focus on equipping learners with every minute detail of the field. The exact curriculum of the “Post Graduate Programme in Machine Learning & AI (Executive)” offered by IIIT Banglore is provided here: 

Course 1

  • EDA + Welcome
  • Lending club case study
  • Intro to Git & Github
  • Hypothesis Testing
  • Inferential Stats

Course 2

  • Linear Regression Module
  • Linear Regression Assignment: Bike sharing company(demand regression)
  • Naive Bayes
  • Logistic Regression
  • Model Selection
  • Revision week - Skill test

Course 3

  • Advanced Regression
  • Tree Models
  • Advance regression assignment + SVM (Optional)
  • Unsupervised Clustering
  • Random Forests + Practical Considerations
  • Boosting - 1
  • Telecom Churn Case Study
  • PCA
  • Buffer - Skill test

Course 4

  • Introduction to Neural Networks - Part 1
  • Introduction to Neural Networks - Part 2
  • Assignment: Convolutional Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Gesture Recognition - Project
  • Revision week - Skill test (DL)
  • Weekly Test

Course 5

  • NLP - Lexical Processing
  • NLP Assignment - Syntactic Processing
  • NLP - Syntactic Processing
  • NLP - Semantic Processing
  • Ticket classification Project
  • Buffer - Skill test(NLP)

Capstone Project

Generative AI Elective

  • Fundamentals of Generative AI, ChatGPT & Prompt Engineering using Non Reasoning, Chain of Thought & Advanced Techniques
  • Integrating speech using Whisper API and application deployment using Flask
  • Fundamentals of Multimodal LLMS like Stable Diffusion, Mid Journey
  • Product Development using OpenAI APIs, Fine Tuning using STaR technique in Python
  • Fundamentals of Design, Photography & Product Development using Stable Diffusion in Python & Applications of LLMs for Data Science problems like clustering, classification
  • Applications of Vectorstores like Pinecone to store and index embeddings of large documents
  • Applications of LLMs to create Embeddings for Large Documents
  • Initialise the agents, tools and vectorstore for storage and retrieval
  • Scale and Deploy Generative AI Apps using Azure OpenAI services
  • Understand the importance of LangChain and it's importance
  • Connect the components using Chain and explore the power of tools in LangChain
  • Future Developments in Generative AI

MLOps Elective

  • Introduction to MLops
  • Automating and Orchestrating piepelines with Airflow
  • Designing Machine Learning Systems
  • Building continuous learning infrastructure
  • Experimenting with Data and Model using MLflow
  • Advanced CV - Object Detection & Semantic Segmentation
  • Advanced NLP - Introduction to Transformers
  • Advanced NLP - Introduction to Attention Mechanism
  • MLOps + Deployment: DL (Theory)
  • MLOps + Deployment: DL (Case Study)
  • Revision week - Skill test
  • Weekly Test

IIIT Online Courses in AI and Machine Learning Eligibility & Duration

For students to be eligible for the IIIT Online AI and ML program, they must meet the following criteria: 

  • Applicants must have a graduation degree from an accredited university with at least 50%.
  • Having at least one year of work experience is preferred but optional for using and learning AI ideas more easily and enjoyably.
  • Applicants should be good with numbers. A degree in mathematics, computer science, engineering, statistics, or equivalent would be preferred for the course in the absence of any prior programming experience. 

Completing the IIIT Online AI and ML curriculum can take eight to thirteen months. This makes it possible for people with various schedules and requirements to learn on their own according to their obligations and areas of interest. Whether you want to finish the program fast or take your time, its duration suits your needs. 

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Program Fees for IIIT Online Courses in AI and Machine Learning

Starting at ₹ 6,776/month

Program Fee: ₹1,80,000 - ₹1,80,000

Low Cost EMI Available

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The total cost of the IIIT Online AI and ML programs is between 1,50,000 INR to 3,35,000 INR inclusive of taxes depending on the specific program you choose. This fee structure is associated with just the academic and career mentoring aspects offered in the program. For a real classroom experience, you can opt for the “campus immersion” option with an additional payment of 45,000 INR. 

IIIT Online Courses in AI and Machine Learning Admission Procedure

Those who wish to learn AI and ML concepts might easily enroll in an IIIT AI and ML program because the admissions process is rather straightforward. Applicants must first submit their forms, which include details about their prior work experience and the reason they wish to enroll in the course. Sometimes an online entrance test measuring math, logic, and aptitude is administered to assess an applicant's potential. 

You will be prepared to begin your journey with AI and machine learning once you achieve the necessary minimum score. An institution-appointed panel of experts oversees a thorough examination of each application. To ensure that only individuals with a genuine interest in and potential for this technical domain are selected, candidates are screened based on the strengths specified in their application and entrance score. You can reserve your place in the program by paying the requisite admission fee if you receive an admittance offer. In the end, you will be able to take part in this esteemed IIIT certification course. 

 
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Education Loan/EMI Facilities for IIIT Online Courses in AI and Machine Learning

To assist with the cost of higher education, those who wish to enroll in this online AI and ML program at IIITs might opt for education loans and EMI options. These financial aid options are designed to lower the cost and simplify the process of obtaining a quality education. To pay for participation in this esteemed program, you should investigate suitable loan partners of your selected institution or alternative EMI plans available. This feature guarantees that the concerns about money won't prevent those who want to upskill themselves and advance in their AI and ML professions.

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Is IIIT Online Courses in AI and Machine Learning Worth it?

Getting an IIIT Online Certification in AI and ML is worth your time and money. This comprehensive curriculum offers participants an unparalleled opportunity to delve into the revolutionary domains of AI and ML with guidance from esteemed IIIT instructors. From fundamental concepts to cutting-edge technologies like generative AI, ChatGPT, Graph Neural Network (GNN), Dall-E, Midjourney, Generative Adversarial Networks (GANs), and more, the course covers a wide range of AI subjects.

In addition to academic support, the IIIT Online program in AI and ML offers a lot of assistance as you learn from professionals how to create unique profiles and resumes. This guidance is supported by industry insights and insightful remarks from experts in the same field. As a result, a set of graduates with solid academic backgrounds and readiness to succeed in the competitive AI and ML job market have been produced.

Above all, this credential bears the prestigious IIIT seal, which is an indication of excellent training and research. Additionally, AI and ML are revolutionizing global business and increasing the demand for skilled labor. Participants in this program position themselves to become in-demand experts in various fields, potentially opening up more work opportunities and increasing income. The program's length, flexibility in accessing education loans, and qualifying standards make it available to a wide range of individuals. 

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Job Opportunity after IIIT Online Courses in AI and Machine Learning

There are numerous job opportunities available upon completion of an online IIIT course in AI and ML. These options are open in multidisciplinary sectors of the industry like healthcare, IT, banking, e-commerce, etc. A few of the job titles popular in this domain are listed below:

AI Consultant

AI/ML Engineer

AI Product Manager

Research Scientist

AI Ethics Consultant

Machine Learning Researcher

NLP Specialist

AI Instructor/Trainer

Computer Vision Engineer

Data Scientist

Top Recruiters for IIIT Online Courses in AI and Machine Learning

The demand for AI professionals has not only increased their employability but has also improved the salary packages they were being offered. Be it a domestic firm or an international one, the packages offered to AI and ML-certified professionals are always higher than other IT professionals. The average package of an AI/ML Engineer in India is around 10 Lakhs per year.

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Let's clear up some doubts about IIIT Online Courses in AI and Machine Learning

IIITs hold a global reputation for offering technical and engineering courses. Thus, their online programs are recognized as equal to on-campus ones in the industry.

Depending on the level of program and IIIT you choose, an aptitude-based entrance exam might be conducted for the online AI and ML program. However, in general, these online are based on direct admissions.

The minimum qualification that you need to enroll in online IIIT PG courses in AI and ML is graduation with at least 50% marks. The only restriction that you will have to go through in this program is the mandate on subjects of Computer Science/ Engineering/ Math/ Statistics/  Economics/ Science in your graduation.

An IIIT online program in AI and ML makes you learn all about this field. Starting from basic mathematics to relevant tools/languages, this program covers it all! It even makes you a part of the trending employment of the industry.

Depending on the program you choose the AI and ML domain, a diploma or a certificate is awarded by the IIIT.

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