Openai Python Api Startup: Chatbot, Images, Speech-Text+

Master OpenAI's versatile API while conducting sentiment analysis, creating an AI app, and more!

What you'll learn

Master the OpenAI API

Use DallE API to generate, edit, and produce variations of images.

Fine-Tune GPT for customer service, sentiment analysis, and email organization

Use Speech to Text API to transcribe and translate audio in different languages.

Develop Python app integrating OpenAI's capabilities

Requirements

Beginner level in python and a desire to learn.

Description

Are you ready to unlock the full potential of OpenAI's Python API? Join our comprehensive online course where you'll embark on a transformative journey, mastering the art of harnessing OpenAI's cutting-edge technologies to revolutionize your projects and propel your startups to new heights of efficiency and success.In this course, you'll delve into the world of OpenAI's GPT models. You'll discover how to generate captivating and coherent text that captures the imagination of your audience. From crafting engaging stories to automating content creation, you'll learn the secrets to leveraging the immense power of language generation. You'll gain hands-on experience in generating, editing, and creating captivating variations of images with the DallE model, pushing the boundaries of creativity and visual expression. You'll master the art of extracting insights from audio data with the Whisper model, whether it's transcribing interviews, creating multilingual transcripts, or enabling voice-controlled applications.The course goes beyond mere exploration. You'll discover how to fine-tune chat models to conduct sentiment analysis, intelligently organize your emails, and act as customer service chatbots. With sentiment analysis, you'll uncover the hidden emotions within textual data, gaining invaluable insights for business-oriented decision-making.In the final project of this course, you'll embark on a thrilling endeavor to create a modern, user-friendly application that combines text and image generation, voice transcription and translation, all within a single app interface. What's more, you'll have the opportunity to integrate your fine-tuned models, giving your application a unique edge in the market.Don't miss this chance to master OpenAI's Python API. Enroll now and revolutionize your startup with the limitless possibilities of AI. Together, let's unleash the power of OpenAI and embark on a journey of innovation and success!

Overview

Section 1: Welcome to the Course!

Lecture 1 Course Curriculum

Lecture 2 OpenAI Overview

Lecture 3 Course Materials

Lecture 4 Signing Up For an Account

Lecture 5 OpenAI Model and API Overview

Lecture 6 Model Pricing

Lecture 7 Install Pycharm

Lecture 8 Installing Latest Python and PIP

Lecture 9 Hiding API Key

Section 2: Text Generation and Chatbot

Lecture 10 Text Generation

Lecture 11 Chat Completion Endpoint

Lecture 12 Customer Service Chatbot Intro

Lecture 13 Data Preparation

Lecture 14 Fine-Tuning Our Chatbot Model

Lecture 15 Troubleshooting Fine-Tuning (extra-footage)

Section 3: Email Organizer Fine-Tuned Model

Lecture 16 Email Organizer Intro

Lecture 17 Creating Email Data in Chat GPT

Lecture 18 Data Preparation and Fine-Tune

Lecture 19 Using the Email Organizer

Section 4: Sentiment Analysis Fine-Tuned Model

Lecture 20 Generating Company Review Tweets in Chat GPT

Lecture 21 Preparing Our Data and Running Fine-Tune

Lecture 22 Using Fine-Tuned Model

Section 5: DallE Image Generation, Editing, and Variation

Lecture 23 Image Generation

Lecture 24 Image Editing

Lecture 25 Image Variation

Section 6: Whisper Transcription and Translation

Lecture 26 Whisper Intro

Lecture 27 Transcription

Lecture 28 PyAudio and Wave Modules for Voice Recording

Lecture 29 Translation

Section 7: Final AI App Project

Lecture 30 App Overview

Lecture 31 CustomTkinter Python UI Demo

Lecture 32 Initializing Window

Lecture 33 Creating Text Column UI

Lecture 34 Creating Image Column UI

Lecture 35 Creating Audio Column UI

Section 8: Adding AI Functionality to our App

Lecture 36 Generating Text Functionality

Lecture 37 Converting URL to Image

Lecture 38 Generating Image Functionality

Lecture 39 Image Variation Functionality and Download

Lecture 40 Transcription and Translation Functionality

Lecture 41 Adding Recall and Playback Buttons

Lecture 42 Congratulations on Completing the Course!

Python developers aiming to explore the extensive possibilities in the latest OpenAI Python API