Building with the OpenAI & Claude APIs

About this course

The advent of sophisticated Large Language Models accessible via APIs has democratized AI development. Platforms like OpenAI and Anthropic's Claude offer state-of-the-art models that can power everything from simple chatbots to complex content generation and analysis tools. This course focuses on practical application development using the APIs provided by OpenAI (GPT-4, GPT-3.5 Turbo) and Anthropic (Claude 3 family). You'll learn how to effectively prompt these models, handle API responses, manage context windows, and integrate them into your own applications. We'll go beyond basic text completion to explore advanced techniques like fine-tuning (where applicable), function calling, and building agents. We'll cover essential concepts such as choosing the right model for your task, understanding token limits and costs, implementing error handling, and optimizing API calls for performance and efficiency. Real-world examples will demonstrate how to build features like summarization, code generation, customer support bots, and creative writing assistants using these powerful APIs. Upon completion, you'll possess the hands-on skills required to confidently build and deploy a wide range of AI-powered applications leveraging the capabilities of OpenAI and Claude models.