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Applications of Generative AI

Online Live | 40 Hours | Basic Certification
19,900.00 +GST

Classes starts from 28th March 2024

Faculty would be from the industry

To further the objectives of EICT Academy under the Ministry of Electronics & Information Technology (MeitY), E&ICT Academy, IIT Kanpur brings you various courses in Emerging Technologies, Computer Sciences, Entrepreneurship, Business and many more. This course is curated and delivered by Industry Experts equipped with a wealth of experience and an in-depth understanding of the subject matter.

Overview

  • Start Date : 28th March 2024
  • Course Type: Comprehensive 40-hour program
  • Duration: 40 hours
  • Number of Lectures (if OLD): 20 lectures
  • Skill Level: intermediate
  • Assessments: Assignments, Final Assessment
  • Certificate: Yes

For Self-Paced Programs: 2 Doubt Session(s)/Master Classes

Objective / Outcome Expected

  • Understand the fundamental concepts and techniques of generative AI.
  • Apply generative models to generate new content and enhance existing data.
  • Utilize generative AI techniques to solve complex problems in different domains.
  • Evaluate and compare different generative models and their applications.
  • Apply ethical considerations in the use of generative AI. 

Target Audience

  • Ideal for anyone who wishes to learn the fundamentals of generative AI and pursue a career in this cutting-edge field.
  • Suitable for individuals with a background in programming, database management, or data analytics.
  • Also beneficial for CXO-level and middle management professionals looking to improve their ability to derive business value and ROI from generative AI applications. 

Key Features

  • Comprehensive coverage of generative AI concepts and applications.
  • Hands-on experience through practical projects.
  • Certification upon successful completion.

Faculty Members

  • S. Aggarwal
  • Nandan Mishra
  • Niraj T.
  • Shantam D.
  • U. Tiwari
  • S. Garg

Faculty Members

  • S. Aggarwal
  • Nandan Mishra
  • Niraj T.
  • Shantam D.
  • U. Tiwari
  • S. Garg

Delivery Mode & Duration

  • Online Live Mode- 2 Months (40 Hours Online Live sessions + 60 Hours of Assignment and Hands on)

Curriculum

Module 1: Introduction to Generative AI (10 hours)  

  • Fundamentals of generative AI
  • Overview of generative models (GANs, VAEs, etc.)
  • Understanding latent space and sampling
  • Evaluation metrics for generative models
  • Ethical considerations in generative AI
  • Hands-on project: Implementing a basic GAN for image generation. 

  

Module 2: Image Generation and Synthesis (10 hours) 

  • Image generation with GANs
  • Conditional GANs for controlled image synthesis
  • Image-to-image translation using generative models
  • Super-resolution and style transfer with generative AI
  • Case studies: Generating realistic faces, landscapes, and art
  • Hands-on project: Creating an image-to-image translation model. 

  

Module 3: Natural Language Processing and Text Generation (10 hours) 

  • Language modeling with RNNs and LSTMs
  • Text generation with generative models
  • Conditional text generation and story generation
  • Text-to-Speech synthesis with generative models
  • Applications in automated chatbots and content generation
  • Hands-on project: Building a text generation model. 

  

Module 4: Creative Applications of Generative AI (10 hours)  

  • Music generation using generative models
  • Video synthesis and manipulation
  • 3D object generation and design
  • Interactive and adaptive user interfaces
  • Case studies: Applications in art, design, and entertainment
  • Hands-on project: Implementing a generative AI application in a creative domain.

FAQs

Section 1: Applications of Generative AI Course Overview

Question 1: What is the Applications of Generative AI Course?

Answer 1: The Applications of Generative AI Course is a comprehensive 40-hour program designed to equip participants with a deep understanding of generative AI techniques and their practical applications across various domains. This course offers 100% LIVE online delivery, making it accessible to a wide range of learners.

Question 2: What should I expect from the Applications of Generative AI Course?

Answer 2: Expect to gain an in-depth understanding of generative AI concepts and their real-world applications. This course covers a range of topics, including generative models, ethical considerations, image generation, text generation, and creative applications. You’ll also work on hands-on projects to apply your knowledge.

Question 3: What should I NOT expect from the Applications of Generative AI Course?

Answer 3: This course is not designed for complete beginners. Participants should have a background in programming or data-related fields. It’s not suitable for those with no prior knowledge of AI or machine learning.

Question 4: Which topics/modules are covered in the Applications of Generative AI Course?

Answer 4: The course consists of four modules: Introduction to Generative AI, Image Generation and Synthesis, Natural Language Processing and Text Generation, and Creative Applications of Generative AI. Each module delves into specific aspects of generative AI.

Question 5: What type of learning experience should I expect from the Applications of Generative AI Course?

Answer 5: This course offers 100% LIVE Online delivery for doubt sessions and master classes. The learning experience is interactive and enriched by lectures from experienced instructors. Real-time interaction and question resolution are integral to the course.

Question 6: Is a certification granted upon completing the Applications of Generative AI Course?

Answer 6: Yes, upon successful completion of the program, you will receive a certification from the prestigious IIT Kanpur. This certification is recognized in the industry and is secured using blockchain technology.

Question 7: When does the course start, and how long does it take to complete?

Answer 7: The course’s duration and start date may vary based on the specific program you choose. For precise information on course schedules, we recommend referring to the official website.

 

Section 2: Training Pedagogy for Applications of Generative AI Course

Question 1: How will the course be delivered?

Answer 1: The complete course will be delivered 100% ONLINE LIVE through dependable online meeting tools. Only class recordings will be shared with you for revision or when you miss any class.

Question 2: What happens if I miss a doubt session or live class?

Answer 2: We understand that life can get a bit busy sometimes. If you miss a class due to urgent and unavoidable circumstances, we shall assist you with the recordings which will be available on the portal, you have enrolled for a program for your career enhancement, and our sincere advice would be to absent yourself from the class only in extreme, urgent, and unavoidable circumstances. It’s just a matter of few months when this course will be finished, and you embark on a bright career.

Question 3: How many assignments and projects will there be?

Answer 3: Each module will have 2 assignments. After completion of each module, there will be a minor project. By the completion of the training, every participant should undergo one month of capstone. Throughout the course, you’ll have a series of hands-on assignments that reinforce the concepts you learn. These assignments are designed to help you apply your knowledge practically and build a strong foundation in full stack development.

Question 4: Who will assist me if I have questions or doubts?

Answer 4: As it is a 100% ONLINE LIVE training with two-way communication, you can get your doubts resolved then and there.

Before the start of every class, the faculty will be available for 10 to 15 minutes to clear your doubts.

Apart from this, we have weekly two-hour doubt sessions, where you can ask doubts one-to-one. We foster a supportive learning environment. Our experienced instructors and dedicated support team are available to address any doubts or questions you may have during the course. You can reach out through our communication channels for timely assistance.

Question 5: What do I need for the training?

Answer 5: To make the most of the training, you’ll need a computer or laptop with a stable internet connection. You’ll also need code editing software, which we will guide you on setting up. A curious mind and enthusiasm to learn are the key ingredients for success!

Question 6: What are the prerequisites for this course?

Answer 6: Participants are expected to have a background in programming, or a related field. Some familiarity with AI concepts is beneficial.

Question 7: Will we get value add sessions?

Answer 7: Absolutely, we believe in providing holistic learning. Apart from the core curriculum, there will be master trainers and industry experts who will deliver value-added sessions, workshops, and seminars to enhance your soft skills, communication abilities, and industry insights.

Question 8. Who all will be our instructors? 

Answer 8: Our instructors are experienced industry professionals with a deep understanding of full stack web development. They bring practical insights and real-world examples to the classroom, ensuring an engaging and valuable learning experience.

 

Section 3: Time Commitment for Applications of Generative AI Course

Question 1: What is the time commitment expected for the program?

Answer 1: To successfully graduate from the Course, we recommend dedicating at least 12-15 hours per week. This commitment ensures that you can effectively engage with the course material, complete assignments, and gain a comprehensive understanding of the concepts. While the curriculum is robust, we have designed the course with the needs of working professionals in mind, making it manageable and accommodating.

Question 2: Will the course require different time commitments for different modules or topics?

Answer 2: While the time commitment may vary slightly depending on the complexity of the modules or topics, maintaining a consistent amount of study time each week is advisable for comprehensive understanding.

 

Section 4: Career Prospects and Support for Generative AI Career

Question 1: What are the career prospects after completing the Applications of Generative AI Course?

Answer 1: After completing this course, you’ll be well-prepared for various career opportunities in generative AI. This includes roles in image generation, text generation, and creative applications across multiple industries.

Question 2: How will my doubts/questions be addressed in an online program?

Answer 2: In the Data Analyst Course, you have access to a dedicated peer-to-peer discussion forum. Here, you can post your queries, and your peers, faculty members, and teaching assistants will provide answers within a day. Regular Q&A sessions with faculty members are conducted to clarify any conceptual doubts. This dynamic learning environment ensures that your questions are addressed promptly and comprehensively.

Question 3: Will I receive special career services or support?

Answer 3: As you embark on your Data Analyst journey, you can trust that the course is designed to provide holistic support, ensure effective doubt resolution, and equip you with the resources needed for a successful career in the field of data analytics.

 

Section 5: Course Fees, Refund Policy, and Financials

Question 1: What is the fee for the program?

Answer 1: The fee for the Data Analyst Course is INR 19,900 excluding GST plus applicable taxes.

Question 2: How can I make payments for the program?

Answer 2: All training fees must be paid to the designated IFACET – IITK account. Payments should not be made to any other entity or individual.

Question 3: Can I pay program fees in EMIs? If not, can you assist me in securing one?

Answer 3: Yes, you have the option to convert the program fees into a no-cost EMI (Equated Monthly Installment) plan with your credit card. This allows you to pay in convenient installments.

Question 4: Will I have to pay any extra amount for EMI transactions?

Answer 4: Choosing the 0% credit card EMI option typically means that processing fees or down payments are not charged. However, please note that your bank may apply GST or other taxes on the interest component of the EMI. You should check with your bank for specific details.

Question 5: What is the Refund Policy of the program?

Answer 5: Refund Policy:

Before the Start of the program

  • Refunds can be claimed for the paid amount towards the Program before the Program Start Date. This can be done by getting in touch with your academic counsellor.
  • Refund requests can also be initiated by reaching out to your Admissions Counsellor via email, providing reasons for withdrawal. A processing fee of 5% of the program will be deducted from the total amount paid.
  • It takes 3 to 4 weeks to refund the fees to your account from the date of acceptance of your refund request. The fees shall be refunded in the same account from which it was paid to us.
  • No refund requests will be entertained under any circumstances if raised after the Cohort Commencement Date.

After the commencement of the program:

  • The candidate is eligible for 90% refund of the program fees if he wishes to withdraw from the program within 15 days of the start of the program.
  • Such requests for refund shall be intimated to us over an email. There should always be a confirmation from our end that we have received your request.
  • It takes 3 to 4 weeks to refund the fees to your account from the date of acceptance of your refund request. The fees shall be refunded in the same account from which it was paid to us.
  • No refund requests will be entertained under any circumstances if raised after 15 days of the start date of the program.

Enquiry

Sample Certificate