Mastering Generative Ai: Projects With Openai'S Dall-E And L

Develop Expertise in State-of-the-Art AI Tools and Frameworks

What you'll learn

Master Hindi speech-to-English text conversion using advanced AI models.

Utilize vision models to provide unbiased feedback to artists.

Develop AI systems for detecting and alerting about potential asteroid threats.

Create facial beauty enhancement applications leveraging OpenAI technologies.

Transform audio inputs into visual representations using AI creativity tools

Design AI-driven applications that generate mood-based jokes.

Build personal therapy chatbots utilizing large language models.

Implement AI systems aimed at suicide prevention and mental health support.

Develop retrieval-augmented generation applications for medical information bots.

Integrate OpenAI's DALL-E and LangChain into comprehensive GenAI projects

Requirements

Basic concept in Python Programming

Willingness to learn

Distraction free environment

Description

Embark on an immersive journey into the realm of advanced Generative AI with our comprehensive course, "Advanced GenAI Projects Using OpenAI, DALL-E, and Langchain." This curriculum is meticulously designed to equip learners with the skills to develop innovative AI applications across diverse domains.Course Highlights:Voice Bridge: Hindi Speech to English Text ConversionDevelop a robust system that seamlessly translates Hindi speech into English text, enhancing cross-lingual communication.Unbiased Artistic Feedback through Vision ModelsLeverage advanced vision models to provide impartial and constructive feedback to artists, fostering creativity and growth.Asteroid Alert: AI for Space Threat DetectionCreate an AI-driven system capable of detecting and alerting about potential asteroid threats, contributing to planetary defense initiatives.Facial Beauty Enhancement Applications with OpenAIUtilize OpenAI's capabilities to design applications that enhance facial aesthetics, offering personalized beauty solutions.AudioVision: Transforming Sounds into Imagery with AI CreativityInnovate a platform that converts auditory inputs into visual representations, merging auditory and visual experiences.SmileSense: Crafting Mood-Based Jokes with AIDevelop an AI system that generates humor tailored to the user's current mood, enhancing user engagement and satisfaction.AI Personal Therapist Using Large Language Models (LLM)Build a virtual therapist application powered by LLMs, providing accessible mental health support.AI Guardian: Building a Suicide Prevention SystemDesign an AI-driven system focused on suicide prevention, offering timely interventions and support.Retrieval Augmented Generation (RAG) Application for Medical BotsCreate a medical chatbot that utilizes RAG techniques to deliver accurate and contextually relevant information.This course is tailored for individuals with a foundational understanding of Python, aiming to delve into the practical applications of Generative AI. By engaging with these projects, learners will gain hands-on experience in developing AI solutions that address real-world challenges.Embark on this transformative learning experience to harness the power of Generative AI and make a tangible impact across various sectors.

Overview

Section 1: Introduction

Lecture 1 Introduction to the Course and Welcome Message

Lecture 2 Introduction to OpenAI, Langchain, Dall-E and PineconeDB

Lecture 3 Introduction to Retrieval Augmented Generation and its Application

Lecture 4 Paedagogy for this Course

Section 2: Playing with OPENAI API Key and PineconeDB

Lecture 5 How to create OPENAI API Key

Lecture 6 How to create API Key in Pinecone DB

Section 3: Project1- Voice Bridge: Hindi Speech to English Text Conversion

Lecture 7 1.1 Understanding the Problem Statement

Lecture 8 1.2 Code Explanation for the project

Section 4: Project2- Using Vision Model to Provide an Unbiased Feedback to the Artist

Lecture 9 2.1 Understanding the Problem Statement

Lecture 10 2.2 Code Explanation of the Project

Section 5: Project3- Asteroid Alert: AI for Space Threat Detection

Lecture 11 3.1 Problem Statement

Lecture 12 3.2 Code Explanation

Section 6: Project 4 - Facial Beauty Enhancement Apps using OpenAI

Lecture 13 4.1 Problem Statement

Lecture 14 4.2 Code Explanation

Section 7: Project5- AudioVision: Transform Sounds into Imagery with AI Creativity

Lecture 15 5.1 Understanding the Problem

Lecture 16 5.2 Code Explanation

Section 8: Project 6 -SmileSense: Crafting Mood-Based Jokes with AI

Lecture 17 6.1 Problem Statement

Lecture 18 6.2 Code Explanation

Section 9: Project 7 - AI personal therapist using LLM

Lecture 19 7.1 Problem Statement

Lecture 20 7.2 Code Explanation

Section 10: Project8- AI Guardian: Building a Suicide Prevention System

Lecture 21 8.1 Problem Statement

Lecture 22 8.2 Code Explanation

Section 11: Project9- Retreival Augmented Generation (RAG) Application for Medical Bot

Lecture 23 9.1 Problem Statement

Lecture 24 9.2 Code Explanation-RAG for Medical bot

Section 12: Congratulations

Lecture 25 Congratz

AI Enthusiasts and Practitioners,Developers and Programmers,Data Scientists and Machine Learning Engineers,Researchers and Academics