Login Sign Up

Developing Generative AI Applications with Python

IBM via edX

edX based on 7 ratings

Share

0

Overview

Generative AI modeling is an in-demand skill for AI model development. Employers now expect generative AI skills to be on an AI engineers resume. This hands-on course, which is also part of the IBM AI Applied Professional Certificate, will you build the generative AI skills you need to stand out as an AI developer. Throughout the course, youll get valuable practical experience working on guided projects that provide step-by-step instructions for building generative AI-powered applications. As part of this, youll...

Syllabus

Module 1: Image Captioning with Generative AI Video: Course Introduction Reading: Course Overview Reading:ful Tips for Course Completion Video: Generative AI Models Video: Foundation Models Video: Project Overview: Image Captioning with Generative AI Video: Hugging Face Reading: BLIP from Hugging Face Transformers Reading: Introduction to Gradio Lab: Give Meaningful Names to Your Photos with IMG Captioning AI Lab: Deploy Your App with Code Engine Module Summary: Image Captioning with Generative AI Graded Quiz: Image Captioning with Generative AI Module 2: Create Your Own ChatGPT-Like Website Video: Project Overview: Create Your Own ChatGPT-like Website Reading: Flask A Gateway to Web Development in Python Lab: Create Simple Chatbot with Open Source LLMs using Python and Hugging Face Lab: Integrating Your Chatbot into a Web Application Module Summary: Create Your Own ChatGPT-Like Website Graded Quiz: Create Your Own ChatGPT-Like Website Module 3: Module: Create a Voice Assistant Video: Project Overview: Create a Voice Assistant Video: Introduction to Docker Reading: IBM Watson Speech-to-Text and Text-to-Speech Lab: Create a Voice Assistant with OpenAI's GPT-3 and IBM Watson Module Summary: Create a Voice Assistant Graded Quiz: Create a Voice Assistant Module 4: Generative AI-Powered Meeting Assistant Video: Project Overview: Generative AI-Powered Meeting Assistant Video: IBM watsonx.ai Reading: Introduction to Meta Llama 2 Reading: Module Summary Reading: Introduction to OpenAI Whisper Lab: Business AI Meeting Companion Module Summary: Generative AI-Powered Meeting Assistant Graded Quiz: Generative AI-Powered Meeting Assistant Module 5: Module: Summarize Your Private Data with Generative AI Project Overview: Summarize Your Private Data with Generative AI Reading: Introduction to LangChain Video: Enhancing LLM Accuracy with RAG Reading: Introduction to Llama 2 and RAG Lab: Build a Chatbot for Your Data Module Summary: Summarize Your Private Data with Generative AI Graded Quiz: Summarize Your Private Data with Generative AI Module 6: Babel Fish with LLM and STT TTS Project Overview: Babel Fish with LLM and STT TTS Lab: Babel Fish with LLM STT TTS Module Summary: Babel Fish with LLM and STT TTS Graded Quiz: Babel Fish with LLM and STT TTS

Developing Generative AI Applications with Python
Go to Class

IBM via edX

2 hours

$99.00 Certificate Available

English

On-Demand

Intermediate

Instructor

Rav Ahuja

Reviews

No reviews yet. Be the first to review!