Open AI API, Chat GPT With Python
In this comprehensive course, you will learn how to harness the power of Open AI to build intelligent applications and solutions using Python. The Open AI 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.
What you’ll learn
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Understand the basics of the OpenAI API
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Set-up an OpenAI Account for API use
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Learn to use OpenAI API with Python for various tasks
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Create potential start-up ideas through 10+ projects
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Integrate OpenAI API into existing Python applications for added AI capabilities
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Learn how to use Text Embedding with OpenAI
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Understand how to apply OpenAI’s GPT models
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Discover how to use the DALLE-2 API to generate images
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Learn to create content and images automatically for users
Course Content:
Module1: Introduction
- OpenAI Overview
- Crash Course: How does GPT work
- Crash Course: How does DALLE work?
- OpenAI Account Set-up
- AI Safety and Alignment
- OpenAI Pricing
Module2: Natural Language to SQL
- Tabular Data Set-up
- Natural Language Request
- Text Completion API – Parameter Overview
- OpenAI API Call and Request Handling
Module3: Automatic Exam Creator
- Automatic Exam Generation-Project overview
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Prompt Design
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Generating Exam from prompt
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Q&A Extraction
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Exam Simulation
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Python Script Walkthrough
Module4: Automatic Recipe & Dish Image Creator
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Introduction to Recipe Project
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Generating Recipe Text via Completion AP
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Generating Dish Image via Image API (DALLE)
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Full Python Script Walkthrough
Module 5: Automatic Blog Post Creator
- Introduction to Automatic Blog Post Creator Project
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GitHub Page Setup
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GitPython – Automatic Update Functions – Part One
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GitPython – Automatic Update Functions – Part Tw0
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OpenAI API Calls
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Python Script Walkthrough
Module6: GPT Sentiment Analysis
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Reddit API Set-up
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Reddit Comments and Titles
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Perform Sentiment Analysis via OpenAI
Module7: Automatic Code Explainer -Docstrings
- Introduction to Code Explainer
- Open API Call-Docstring
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Merge Python function and Docstring
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Python Script Walkthrough
Module8: Translation Project
- Introduction to Translation New Summary Project
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Scraping International Newspaper Sites
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OpenAI Translation and Summary
Module9: Fine -Tuning and Chat Bots
- Introduction
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Data Set-Up
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Fine-Tuning Process and Price Estimation
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Using the Fine-Tuned Model
Module10: Text Embedding for Question and Answer
- Introduction to Text Embedding
- Model Hallucination
- Document Data
- Token Count and Pricing
Who this course is for:
- Python developers looking to understand the full potential of the latest in OpenAI Python API
Requirements
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Python programming experience required
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Python Data Ecosystem (Pandas, Numpy, etc.) useful but not required
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Ability to sign up to OpenAI API with a credit card
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You should understand how to install libraries with “pip install” commands
International Student Fess: 300 US$
Job Interview Preparation (Soft Skills Questions & Answers)
- Tough Open-Ended Job Interview Questions
- What to Wear for Best Job Interview Attire
- Job Interview Question- What are You Passionate About?
- How to Prepare for a Job Promotion Interview
🎥 Your FREE eLEARNING Courses (Click Here)
Internships, Freelance and Full-Time Work opportunities
Flexible Class Options
- Week End Classes For Professionals SAT | SUN
- Corporate Group Trainings Available
- Online Classes – Live Virtual Class (L.V.C), Online Training
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