Use advanced models like GANs, VAEs, and LLMs to learn how to use generative AI to make text, images, audio, and more. Get real-world experience making creative apps that use AI.
Level
Advanced
Duration
8 weeks



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This course gives a thorough introduction to Generative AI, going over the main models and how they can be used in different fields. You will learn about GANs, VAEs, Diffusion Models, and LLM-powered generation for text, pictures, and other media. You'll learn how to prompt engineers, fine-tune models, and deploy them through hands-on projects. By the end, you'll be able to come up with and use smart generative AI solutions for real-world problems.
Working professional who is carrying more then 10 years of industry experience.
Access to updated presentation decks shared during live training sessions.
E-book provided by TechPratham. All rights reserved.
Module-wise assignments and MCQs provided for practice.
Daily Session would be recorded and shared to the candidate.
Live projects will be provided for hands-on practice.
Expert-guided resume building with industry-focused content support.
Comprehensive interview preparation with real-time scenario practice.
Introduction to Generative AI
Understand the fundamentals, history, and importance of Generative AI.
Foundations of Machine Learning & Deep Learning
Learn the essential concepts of ML and DL that power generative AI models. This module covers supervised, unsupervised, and reinforcement learning basics.
Generative Models Overview
Explore different types of generative models, including probabilistic models, GANs, VAEs, and Diffusion models, and their underlying principles.
Natural Language Generation (NLG)
Focus on text-based generative AI models such as GPT, LLaMA, and other large-scale transformers for conversational AI and content generation.
Generative AI for Vision
Learn how Generative AI powers computer vision tasks such as image generation, enhancement, and editing through GANs and diffusion models.
Generative AI for Audio & Speech
Explore how AI generates audio, speech, and music, including text-to-speech and voice cloning technologies.
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AI-Powered Creative Writer
Use LLMs to make a generative text app that can write stories, blogs, or product descriptions. Use prompt engineering and fine-tuning for certain fields.
Text-to-Image Generation Tool
Create a platform that uses diffusion models or GANs to turn text prompts into pictures. Change the styles and try out different creative outputs.
Voice Cloning & Audio Synthesis App
Use diffusion models or GANs to make a platform that makes pictures from text prompts. Change styles and try out different creative outputs.

What skills will I gain from this Generative AI course?
What is Generative AI?
How does Generative AI work?
What are the applications of Generative AI?
Can Generative AI replace human creativity?
Do I need technical skills to use Generative AI?

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