Mô tả

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!


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Nội dung khoá học

13 sections

Welcome to the course!

12 lectures
FAQs, Course Files, How to Get Help
00:42
Post Dev-Day Updated Zip File
00:04
Let's make sure you're ready to go!
1 question
Course Curriculum Overview
04:02
OpenAI Overview
13:30
Crash Course: How does GPT work?
17:25
Crash Course: How does DALLE work?
17:57
Note on changes to Free Tier
00:16
OpenAI Account Set-up
16:56
AI Safety and Alignment
07:04
OpenAI Updates!
06:08
OpenAI Pricing
05:15

Natural Language to SQL

7 lectures
Updates on code-davinci Models
00:29
Check-in On OpenAI Updates
1 question
NLP to SQL - Project Overview
02:57
Tabular Data Set-up
13:02
Natural Language Request
11:14
Text Completion API - Parameter Overview
23:00
OpenAI API Call and Request Handling
12:12

Automatic Exam Creator

6 lectures
Automatic Exam Generation - Project Overview
02:01
Prompt Design
11:41
Generating Exam from Prompt
13:23
Q&A Extraction
07:21
Exam Simulation
08:59
Python Script Walkthrough
04:26

Automatic Recipe and Dish Image Creator

4 lectures
Introduction to Recipe Project
01:37
Generating Recipe Text via Completion API
11:01
Generating Dish Image via Image API (DALLE)
12:42
Full Python Script Walkthrough
02:56

Automatic Blog Post Creator

6 lectures
Introduction to Automatic Blog Post Project
02:31
GitHub Page Setup
08:11
GitPython - Automatic Update Functions - Part One
15:02
GitPython - Automatic Update Functions - Part Two
23:51
OpenAI API Calls
11:41
Python Script Walkthrough
01:49

GPT Sentiment Analysis

4 lectures
Introduction to Reddit Sentiment Analysis
02:48
Reddit API Set-up
07:45
Reddit Comments and Titles
06:26
Perform Sentiment Analysis via OpenAI
17:34

Automatic Code Explainer - Docstrings

4 lectures
Introduction to Code Explainer
01:38
OpenAI API Call - Docstring
11:10
Merge Python function and Docstring
14:34
Python Script Walkthrough
04:17

Translation Project

3 lectures
Introduction to Translation News Summary Project
03:06
Scraping International Newspaper Sites
15:39
OpenAI Translation and Summary
12:10

Fine-Tuning and ChatBots

4 lectures
Introduction to Fine-Tuning and Chat Bots
07:14
Data Set-Up
09:47
Fine-Tuning Process and Price Estimation
09:25
Using the Fine-Tuned Model
08:59

Text Embedding for Question and Answering

5 lectures
Introduction to Text Embedding
08:45
Model Hallucination
09:31
Document Data
08:34
Token Count and Pricing
09:36
Document Similarity and Context Injection
13:56

ChatGPT-API

3 lectures
Introduction to ChatGPT API
12:37
ChatGPT API History Tutor
07:00
ChatGPT API History Tutor - Part Two
16:50

Whisper API

2 lectures
Introduction to Whisper API
07:20
Whisper API - Audio Summary
06:46

APPENDIX - Command Line

1 lectures
Command Line Basics
08:15

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