Patterns of Application Development Using AI (The Course) (The Course)
Course Info
This course includes 10 attempts.
Hi everyone, Obie here: This Leanpub course is basically the book content, plus 15 exercises and 15 quizzes to help you focus. It's for people who want to learn the material for work, but their company would rather pay for them to do a course than to sit around in their pyjamas and fuzzy slippers reading a book :) Let me know what you think!
Patterns of Application Development Using AI is a groundbreaking course that explores the intersection of artificial intelligence (AI) and application development. In this course, Obie Fernandez, a renowned software developer and co-founder of AI-powered consultant platform Olympia, shares his invaluable insights and experiences from a year-long journey of building an AI-powered application.
Through a compelling combination of narrative lessons and practical pattern references, Obie presents a comprehensive guide to leveraging the power of large language models (LLMs) in application development. He introduces innovative patterns such as the "Multitude of Workers," "Self-Healing Data," and "Contextual Content Generation," which empower developers to build intelligent, adaptive, and user-centric applications.
Unlike other books or courses on AI that focus on theoretical concepts or delve into the intricacies of machine learning algorithms, this course takes a pragmatic approach. It provides concrete examples, real-world use cases, and actionable advice on how to integrate AI components and functions into application architectures. Obie shares his successes, challenges, and lessons learned, offering a unique perspective on the practical application of AI in software development.
Course Material
- Introduction
- Lesson Material
- Exercise
- Quiz
- Part 1: Fundamental Approaches & Techniques
- Narrow The Path
- Lesson Material
- Exercise
- Quiz
- Retrieval Augmented Generation (RAG)
- Lesson Material
- Exercise
- Quiz
- Multitude of Workers
- Lesson Material
- Exercise
- Quiz
- Tool Use
- Lesson Material
- Exercise
- Quiz
- Stream Processing
- Lesson Material
- Exercise
- Quiz
- Self Healing Data
- Lesson Material
- Exercise
- Quiz
- Contextual Content Generation
- Lesson Material
- Exercise
- Quiz
- Generative UI
- Lesson Material
- Exercise
- Quiz
- Intelligent Workflow Orchestration
- Lesson Material
- Exercise
- Quiz
- Part 2: The Patterns
- Prompt Engineering
- Lesson Material
- Exercise
- Quiz
- Discrete Components
- Lesson Material
- Exercise
- Quiz
- Human In The Loop (HITL)
- Lesson Material
- Exercise
- Quiz
- Intelligent Error Handling
- Lesson Material
- Exercise
- Quiz
- Quality Control
- Lesson Material
- Exercise
- Quiz
- Glossary
Instructors
The "one and only" Obie Fernandez is an avid writer and technology enthusiast, in addition to achieving worldwide success as an electronic music producer and touring DJ. He is Co-founder and Chief Scientist of AI platform Olympia, and also Partner and Chief Consultant at MagmaLabs, a powerhouse Ruby on Rails consultancy.
Obie has been CTO and co-founder of many startups including Mark Zuckerberg's beloved Andela and Trevor Owen's Lean Startup Machine. His published books include the acclaimed business title The Lean Enterprise. He also founded one of the world's best known Ruby on Rails web design and development agencies, Hashrocket and is author of the bible of Rails development, The Rails Way and series editor for Addison-Wesley's Professional Ruby Series.
On the rare occasion when Obie is not busy building products, consulting clients or writing books, you can find him behind the lens of his camera or DJing in the dust at Burning Man.
Follow @obie on Twitter or email him at obiefernandez@gmail.com
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