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OpenAI Python API Bootcamp: Learn to use AI, GPT3, and more!

Discover the power of Artificial Intelligence with OpenAI's powerful API to generate text and images in projects
Instructor:
Jose Portilla
8.846 estudiantes matriculados
English [Auto]
Understand the basics of the OpenAI API
Set-up an OpenAI Account for API use
Learn to use OpenAI API with Python for various tasks
Create potential start-up ideas through 10+ projects
Integrate OpenAI API into existing Python applications for added AI capabilities
Learn how to use Text Embedding with OpenAI
Understand how to apply OpenAI's GPT models
Discover how to use the DALLE-2 API to generate images
Learn to create content and images automatically for users

Welcome to the best online course for learning how to leverage the power of OpenAI’s Python API for AI!

In this comprehensive course, you will learn how to harness the power of OpenAI to build intelligent applications and solutions using Python. The OpenAI API is one of the most advanced artificial intelligence platforms available, providing a range of capabilities for natural language processing, computer vision, and more. With this API, you can create AI applications that can understand and respond to human language, generate text, perform sentiment analysis, and much more.

This course is project-oriented, with every section has a unique project designed to be the basis of a start-up idea! You’ll gradually learn new skills as you proceed from project to project throughout the sections of the course

By the end of this course, you will have a solid understanding of how to use the OpenAI API with Python and will be able to integrate AI into your own projects. You will learn how to authenticate with the API, how to make API calls, and how to process and analyze the results. You will also learn how to perform NLP tasks, such as text generation and question answering, and how to use the API for building AI-powered solutions.

Discover the Power of AI with Real World Projects:

  • Natural Language to SQL Queries

  • Automatic Blog Post Generation

  • Automated Recipe from Ingredients

  • Translation and Summarize from International Newspaper

  • Automatic Code Docstrings for Python

  • Fine-Tune Custom Chatbots

  • Perform Sentiment Analysis on Reddit Posts

  • Vector Text Embed Company Documents

Throughout the course, you will be working on real-world examples and hands-on exercises, allowing you to gain practical experience and put your new knowledge into action. You will also learn best practices for using the OpenAI API effectively, including error handling and performance optimization.

Whether you’re a software developer, data scientist, or simply interested in learning about artificial intelligence, this course is designed for you. By the end of this course, you will have a strong foundation in using the OpenAI API and will be able to apply this knowledge to build your own AI solutions.

So if you’re ready to take your skills to the next level and explore the world of AI, enroll in this course today and start building intelligent applications with the OpenAI API and Python!

Welcome to the course!

1
FAQs, Course Files, How to Get Help
2
Let's make sure you're ready to go!
3
Course Curriculum Overview
4
OpenAI Overview
5
Crash Course: How does GPT work?
6
Crash Course: How does DALLE work?
7
Note on changes to Free Tier
8
OpenAI Account Set-up
9
AI Safety and Alignment
10
OpenAI Updates!
11
OpenAI Pricing

Natural Language to SQL

1
Updates on code-davinci Models
2
Check-in On OpenAI Updates

Just a quick check-in to make sure you are aware of the update

3
NLP to SQL - Project Overview
4
Tabular Data Set-up
5
Natural Language Request
6
Text Completion API - Parameter Overview
7
OpenAI API Call and Request Handling

Automatic Exam Creator

1
Automatic Exam Generation - Project Overview
2
Prompt Design
3
Generating Exam from Prompt
4
Q&A Extraction
5
Exam Simulation
6
Python Script Walkthrough

Automatic Recipe and Dish Image Creator

1
Introduction to Recipe Project
2
Generating Recipe Text via Completion API
3
Generating Dish Image via Image API (DALLE)
4
Full Python Script Walkthrough

Automatic Blog Post Creator

1
Introduction to Automatic Blog Post Project
2
GitHub Page Setup
3
GitPython - Automatic Update Functions - Part One
4
GitPython - Automatic Update Functions - Part Two
5
OpenAI API Calls
6
Python Script Walkthrough

GPT Sentiment Analysis

1
Introduction to Reddit Sentiment Analysis
2
Reddit API Set-up
3
Reddit Comments and Titles
4
Perform Sentiment Analysis via OpenAI

Automatic Code Explainer - Docstrings

1
Introduction to Code Explainer
2
OpenAI API Call - Docstring
3
Merge Python function and Docstring
4
Python Script Walkthrough

Translation Project

1
Introduction to Translation News Summary Project
2
Scraping International Newspaper Sites
3
OpenAI Translation and Summary

Fine-Tuning and ChatBots

1
Introduction to Fine-Tuning and Chat Bots
2
Data Set-Up
3
Fine-Tuning Process and Price Estimation
4
Using the Fine-Tuned Model

Text Embedding for Question and Answering

1
Introduction to Text Embedding
2
Model Hallucination
3
Document Data
4
Token Count and Pricing
5
Document Similarity and Context Injection

ChatGPT-API

1
Introduction to ChatGPT API
2
ChatGPT API History Tutor
3
ChatGPT API History Tutor - Part Two

Whisper API

1
Introduction to Whisper API
2
Whisper API - Audio Summary

APPENDIX - Command Line

1
Command Line Basics
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Incluye

9 horas de video a pedido
3 artículos
Acceso completo de por vida
Acceso en el móvil y en la televisión
Certificado de finalización
OpenAI Python API Bootcamp: Learn to use AI, GPT3, and more!
Precio:
$19.99 $15
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