Technology & IT
Course Language: English
Learn from : Geetanjli Bakshi
Gen AI, Python, Artificial Intelligence, Machine Learning
BIO:
I am a Gen AI Developer with 2.9 years of professional experience in the fields of Generative AI, Machine Learning, and Artificial Intelligence. My career has been centered around developing intelligent solutions using Python and a wide range of modern AI tools and frameworks. I have always been fascinated by the potential of AI to transform industries, and my work focuses on creating real-world applications that bring innovation, efficiency, and insight to businesses. One of my main areas of focus is Generative AI. I have worked on developing and fine-tuning large language models (LLMs) such as GPT and BERT for use cases like automated chatbots, text summarization, and content generation.
VIEW FULL PROFILECourse Description:
Unlock the power of Generative AI and build your own smart content assistant from scratch — no prior AI experience needed! In this 4-week, hands-on course designed for you, you’ll dive deep into the world of text, image, and audio generation using free, open-source models like GPT-Neo and Stable Diffusion.
Learn to craft effective prompts, fine-tune models for niche tasks, and deploy your AI-powered application with an interactive web interface. Alongside practical coding sessions, gain valuable industry insights, ethical perspectives, and career guidance to kickstart your journey in the booming field of Generative AI.
By the end, you’ll have a fully functional project - be ready to showcase or launch.
Expert-led hands-on sessions with real Gen AI tools
Step-by-step project building and deployment
Access to all free/open-source resources
Insights into ethical AI and industry trends
Basic to intermediate knowledge of Python programming
Curiosity and eagerness to learn AI concepts and experiment with generative models
Access to a laptop or desktop with internet connectivity
Duration: 4 weeks | 20 hours total | Weekend sessions
Price: ₹6000
Step into the future of AI creativity. Build. Experiment. Innovate. Enroll now!
Course Curriculum:
Introduction to Generative AI (text, image, audio)
Real-world GenAI applications and use cases
Setting up Python, Jupyter/Colab, and Hugging Face Transformers
Text generation with GPT-Neo/GPT-J
Prompt engineering techniques (zero-shot, few-shot, temperature, top-p)
Building simple text-based tools (e.g., blog assistant)
Ethics in text generation (bias, hallucination, safety)
Basics of diffusion models and how they generate images
Installing and running Stable Diffusion via AUTOMATIC1111 or Hugging Face Diffusers
Text-to-image generation with prompt crafting
Use of styles, lighting, and object control in image generation
Image-to-image translation and inpainting
Ethics in image gen (deepfakes, copyright, misinformation)
Project: Create a mascot, logo, or poster using AI
Overview of Text-to-Speech (TTS) models like Bark and Tortoise TTS
Setting up and running TTS models in Google Colab
Creating AI voiceovers from generated text
Combining text + image + audio for multimodal projects
Basics of FastAPI for serving GenAI models as APIs
Building and testing REST APIs for text and audio models
Ethics in AI audio (consent, voice cloning concerns)
Project planning and tool integration
Building a multimodal application using Gradio (text/image/audio)
GitHub usage and version control best practices
Hosting on Hugging Face Spaces (free deployment)
Final project presentation
Career paths in Generative AI (LLM Developer, Prompt Engineer, AI Creator)
Industry trends and ethical responsibilities
8 Weeks
8
WEEKLY
Course Fee
$70.00
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