OpenAI API Complete Guide: With Practical Examples in Python
What you'll learn
- What is the OpenAI API
- LLMs, transformers, and high level how they work
- How to generate text with the OpenAI API
- How to summarize with OpenAI API
- How to translate with OpenAI API
- How to Fine Tune GPT 3.5 Turbo
- How to use OpenAI API with other libraries
- Deploying OpenAI applications with GCP and AWS
- How to use GPT Builder to create custom GPTs
- Basic understanding of Python and development environments
- Basic understanding of AWS, GCP, or a deployment environment
Harness the power of ChatGPT and OpenAI API to perform a variety of language tasks, including summarization, translation, chat completion, and categorization. This comprehensive course will guide you from beginner to expert, empowering you to leverage these cutting-edge tools for real-world applications.
Key Course Takeaways:
Unravel the Fundamentals of OpenAI API: Delve into the intricacies of OpenAI API, understanding its architecture and mastering its capabilities for text generation.
Empower ChatGPT with OpenAI API: Seamlessly integrate ChatGPT with OpenAI API, enabling you to seamlessly interact with chatbots and execute code
Build Projects with ChatGPT, OpenAI API, and Google Cloud APIs: Embark on practical projects that showcase the power of these tools, including:
Summarization Tool: Automatically condense text documents into concise summaries.
Translation Tool: Bridge language barriers by translating text seamlessly
Chat Completion Tool: Enhance chatbot interactions with context-aware responses.
Categorization Tool: Automate sentiment analysis and classify text effectively
Food Calorie Counter: Analyze images to estimate food calories accurately.
Prompt Engineering: Generate captivating phone wallpapers from text descriptions.
Fine-Tuning GPT 3.5 Turbo Model: Unleash the full potential of GPT 3.5 Turbo Model with OpenAI API.
Comprehensive Learning Experience:
Foundations of Transformers: Grasp the core concepts of Transformers, the revolutionary architecture behind ChatGPT.
OpenAI API Mastery: Develop a thorough understanding of OpenAI API, enabling you to perform complex language tasks with ease.
Practical Language Processing Applications: Master summarization, translation, chat completion, and categorization using ChatGPT and OpenAI API
Google Cloud API Integration: Leverage Google Cloud APIs, including Text-to-Speech, GPT4-Vision, and Image Generation, to enhance your projects.
Prompt Engineering Expertise: Command the art of prompt engineering, controlling ChatGPT's output for tailored results
API Cost Management: Understand and optimize API usage to minimize costs and maximize efficiency.
Project-Based Learning: Immerse yourself in hands-on projects, applying your knowledge to real-world scenarios, such as calorie counting, sentiment analysis, blog writing, phone wallpaper generation, and text summarization.
Developers seeking to harness ChatGPT and OpenAI API for language processing tasks.
Beginners with no prior experience in ChatGPT or OpenAI API.
Basic Python programming knowledge
Computer with internet access
Access to a Unix terminal
Enroll Now and Unleash the Power of Language Processing
Who this course is for:
- Beginner Python users and software engineers that want to develop an AI application with OpenAI API
- Entrepreneurs that want to build their own AI application
- Software engineers that want to create AI applications
Justin is a seasoned software engineer and AI creator with 5 years of experience in the field. He has a background in both theoretical and practical aspects of software engineering, and has worked on several projects involving machine learning. Justin is passionate about sharing his expertise with students and helping them develop the skills they need to succeed in the field of AI