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ChatGPT For Developers: Mastering OpenAI's APIs with Python
Rating: 4.1 out of 5(20 ratings)
2,290 students

ChatGPT For Developers: Mastering OpenAI's APIs with Python

Unlock AI Capabilities: Practical Guide to Integrating GPT-4 and Other OpenAI Models into Python Applications
Created byTensor Teach
Last updated 3/2024
English

What you'll learn

  • Set up and manage an OpenAI account
  • Master the fundamentals of the OpenAI API Suite
  • Develop proficiency in various prompting techniques including formatting prompts, few-shot prompting, and CoT prompting.
  • Gain in-depth understanding and hands-on experience with OpenAI's Chat Models
  • Acquire skills in embedding models such as Search, Topic Clustering, and Classification
  • Learn to fine-tune classification models with OpenAI's APIs, from preparing the dataset to applying the techniques to real-world use cases

Course content

8 sections • 32 lectures • 1h 43m total length

  • Creating Account, Billing, & Managing API keys1:38
  • Understanding Tokens & OpenAI's API Pricing3:18
  • OpenAI API Hello World Example1:42

    Install the OpenAI package, set your API key, and call the completion API with a prompt to translate text using GPT-3.5-turbo-instruct, exploring token limits and basic usage.

Requirements

  • Beginner level python experience
  • Ability to sign up and pay for OpenAI API use

Description

Delve into the fascinating realm of artificial intelligence with "ChatGPT for Developers: Mastering OpenAI's APIs with Python". As AI continues to reshape the technological landscape, proficiency in tools like OpenAI's Python API has become an invaluable asset. This comprehensive course is designed to equip you with the knowledge and skills to seamlessly integrate these cutting-edge APIs into your Python applications.

Starting with the basics, you will learn how to set up your OpenAI account, manage API keys, and comprehend the concept of tokens. We will guide you through prompt techniques, ranging from formatting prompts to few-shot and CoT prompting, allowing you to unlock the full potential of OpenAI's API suite.

Next, we delve into working with chat models, focusing on GPT-3.5 and GPT-4. You will gain a deep understanding of system messages and chat memory management. This course ensures that you comprehend essential aspects such as moderation and evaluation of these chat models, a crucial aspect of any AI application.

Section four takes you into the exciting world of model embedding. You'll learn how to work with Search, Topic Clustering, and Classification, expanding the capabilities of your AI applications.

Finally, the course wraps up with a thorough examination of fine-tuning. You will understand the process of preparing datasets and fine-tuning a classification model.

Whether you are an experienced Python developer or a budding enthusiast, this course offers a pathway to upskill, stay relevant, and dominate the AI development space.

Immerse yourself in this comprehensive guide to mastering OpenAI's APIs with Python and embark on a journey to transform the way you develop intelligent applications.

Who this course is for:

  • Python developers or Data Scientists looking to gain the skills required to build applications with OpenAI's API suite

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