Scott Barrett

    Prompt Engineering: Build AI Apps with Python

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    Prompt Engineering · Online Course

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    Mastering prompt engineering goes far beyond writing clever instructions in a web chat interface; it requires building predictable, secure, and production-ready systems that integrate seamlessly with software backends. In this practical course, 'Prompt Engineering: Build AI Apps with Python,' industry instructor Scott Barrett guides developers through the actual mechanics of engineering prompts within a Python environment. Learners transition from basic API connections to building enterprise-grade applications, focusing heavily on reliable structured outputs like parseable JSON. Throughout the curriculum, you will master advanced integration patterns, including context window management, token cost optimization via tiktoken, and resilient error-handling routines like exponential backoff. The course shines in its hands-on approach, walking you through the complete development of three distinct applications: a dynamic Research Assistant, a resilient Production Support Bot, and an advanced Multi-Tool Agent utilizing function calling to execute external database queries. This course is highly recommended for Python developers and software engineers looking to bridge the gap between artificial intelligence concepts and robust, production-level code.

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    Scott Barrett

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    Scott Barrett is an experienced software educator and developer dedicated to demystifying modern technology for learners worldwide. Specializing in Python programming and the rapidly evolving landscape of artificial intelligence, Scott designs his courses to bridge the gap between theoretical computer science concepts and practical, hands-on application. With a teaching philosophy rooted in learning by doing, he guides students through building functional projects from scratch, ensuring they do not just copy code but truly understand the underlying logic. His courses, including Python Programming for Complete Beginners and Prompt Engineering: Build AI Apps with Python, reflect his commitment to keeping curriculum aligned…Show more

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    Program Overview

    Online Course

    Learning format

    Prompt Engineering

    Subcategory

    $24.99 (list $9.99)

    Price

    Price may change · updated within 1–2 weeks

    English

    Course language

    What You'll Learn

    • Connect to the OpenAI Responses API and make your first live API calls from Python
    • Build structured JSON outputs that return reliable, parseable results every time
    • Handle API errors gracefully using exponential backoff and rate limit strategies
    • Design reusable prompt templates with roles, instructions, examples, and output format controls
    • Track token usage and costs in real time using tiktoken and the API usage object
    • Implement response caching and context window strategies for production applications
    • Connect the AI to external tools and databases using the complete function calling workflow
    • Build three real AI applications — a Research Assistant, Production Support Bot, and Multi-Tool Agent

    Best For

    • Python developers seeking to integrate OpenAI LLMs into professional software products
    • Software engineers responsible for building reliable, production-ready AI agent architectures
    • Developers who need to master structured data output, function calling, and token management
    • Technical professionals transitioning from manual prompting to automated backend AI workflows

    Not For

    • Non-technical learners without prior experience in Python or API integration
    • Individuals looking for basic prompt tips for writing emails or generating images in web interfaces
    • Data scientists focused on model training or fine-tuning rather than application architecture
    • Developers looking for a course focused on no-code tools or non-Python frameworks

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