Ementorhub

What you'll learn

Explain the core concepts of generative AI, including large language models, speech technologies, and platforms such as IBM watsonX, and Hugging Face

Build generative AI-powered applications and chatbots using LLMs, retrieval-augmented generation(RAG), and foundational Python frameworks

Integrate speech-to-text (STT) and text-to-speech (TTS) technologies to enable voice interfaces in generative AI applications

Develop web-based AI applications using Python libraries, such as Flask and Gradio, along with basic front-end tools like HTML, CSS, and JavaScript

Skills you'll gain

Application Development

IBM Cloud

HTML and CSS

Large Language Modeling

Natural Language Processing

Web Applications

Web Development

Artificial Intelligence and Machine Learning (AI/ML)

Generative AI

OpenAI

Python Programming

Flask (Web Framework)

Prompt Engineering

There are 7 modules in this course

In this hands-on course, you’ll develop a series of guided projects using Python, Flask, Gradio, and LangChain to create AI-powered applications for practical scenarios, including a voice assistant, a meeting summarizer, a language translator, and a personalized career coach. You’ll work with popular large language models (LLMs) such as GPT-3, Llama 2, and Flan-UL2, hosted on platforms like IBM watsonx and Hugging Face. You’ll also explore advanced concepts, such as retrieval-augmented generation (RAG), to enhance LLM responses with external knowledge, and integrate speech-to-text (STT) and text-to-speech (TTS) using IBM Watson® Speech Libraries and OpenAI Whisper to enable voice interactions. While a basic understanding of Python is essential, knowledge of HTML, CSS, or JavaScript is helpful but not required. The course includes supporting readings and videos to build foundational knowledge of the models and frameworks used. In addition, a comprehensive course glossary will help reinforce your learning.

Create Your Own ChatGPT-Like Website

Create a Voice Assistant

Generative AI-Powered Meeting Assistant

Summarize Your Private Data with Generative AI and RAG

Babel Fish (Universal Language Translator) with LLM and STT TTS

[Bonus] Module 7: Build an AI Career Coach