DSPy: Learn how to program (not prompt) language models
DSPy: Learn how to program (not prompt) language models, available at $44.99, has an average rating of 3.3, with 11 lectures, based on 10 reviews, and has 64 subscribers.
You will learn about Learn the fundamental abstractions of DSPy (signatures, modules, language models, retrieval models, optimisers, metrics, and assertions) Learn how to build a RAG (Retrieval Augmented Generation) system using DSPy Build a stock analyst using DSPy Learn synthetic prompt optimisation using DSPy and LangChain This course is ideal for individuals who are Python Developers Eager to Learn About AI and Prompt Optimization or AI Engineers Tired of Manual Prompt Optimization It is particularly useful for Python Developers Eager to Learn About AI and Prompt Optimization or AI Engineers Tired of Manual Prompt Optimization.
Enroll now: DSPy: Learn how to program (not prompt) language models
Summary
Title: DSPy: Learn how to program (not prompt) language models
Price: $44.99
Average Rating: 3.3
Number of Lectures: 11
Number of Published Lectures: 11
Number of Curriculum Items: 11
Number of Published Curriculum Objects: 11
Original Price: $19.99
Quality Status: approved
Status: Live
What You Will Learn
- Learn the fundamental abstractions of DSPy (signatures, modules, language models, retrieval models, optimisers, metrics, and assertions)
- Learn how to build a RAG (Retrieval Augmented Generation) system using DSPy
- Build a stock analyst using DSPy
- Learn synthetic prompt optimisation using DSPy and LangChain
Who Should Attend
- Python Developers Eager to Learn About AI and Prompt Optimization
- AI Engineers Tired of Manual Prompt Optimization
Target Audiences
- Python Developers Eager to Learn About AI and Prompt Optimization
- AI Engineers Tired of Manual Prompt Optimization
In this tutorial, I will introduce you to DSPy, a powerful framework for programming (not prompting) language models. We will explore how DSPy can help you build LLM applications by reducing the need for manual prompt optimization. I will explain the concept of signatures and modules, and how they can be used to define the input, outputs, and flow of your application. Additionally, I will demonstrate how DSPy allows for prompt optimization using data sets. Throughout the tutorial, we will work on practical coding examples, including building a stock analysis tool, a chess playing agent, and BabyAGI, an autonomous task-based AI agent. Join me to learn more about DSPy and its exciting features!
This course is specifically designed for two main groups of learners:
-
Python Developers Eager to Learn About AI and Prompt Optimization:
-
If you have a solid foundation in Python programming and are looking to expand your expertise into the exciting field of artificial intelligence, this course will provide you with the practical skills and theoretical knowledge necessary to excel. This course is ideal for developers who are interested in understanding how to leverage AI for automated processes, specifically in optimizing prompts to interact effectively with AI models. Whether you aim to enhance your current projects or want to explore new opportunities in AI, this course will equip you with cutting-edge skills in AI application development.
-
-
AI Engineers Tired of Manual Prompt Optimization:
-
For AI professionals who find the task of manual prompt optimization tedious and time-consuming, this course offers a deep dive into automated solutions. Learn how to implement advanced techniques that streamline your workflow and improve the efficiency and effectiveness of your AI systems. This course will teach you how to use Python to automate and refine the process of prompt optimization, enabling you to focus on more strategic aspects of AI engineering.
-
What Will You Gain?
By the end of this course, learners will be able to:
-
Understand the principles and methodologies behind AI and prompt optimization.
-
Apply Python programming skills to automate and optimize prompts for AI models.
-
Enhance AI system efficiencies by reducing the need for manual input adjustments.
-
Innovate within their projects or roles by incorporating advanced AI techniques.
Course Curriculum
Chapter 1: Introduction and core abstractions
Lecture 1: Introduction
Lecture 2: Signatures and modules
Lecture 3: Advanced modules and retrievers
Chapter 2: Building a stock analyst using DSPy
Lecture 1: Building a stock analyst (part 1)
Lecture 2: Building a stock analyst (part 2)
Chapter 3: Building a chess agent using DSPy
Lecture 1: Building a chess agent using DSPy
Chapter 4: Prompt Optimisation
Lecture 1: Synthetic prompt optimization using DSPy
Lecture 2: DSPy + LangChain for automatic prompt optimization
Chapter 5: Building AI agents
Lecture 1: Building BabyAGI with DSPy
Lecture 2: Decision-Making AI Agent with DSPy and Finite State Machines
Lecture 3: Making the code of our AI agent DRY
Instructors
-
Franck Stéphane
Sr Data Analyst, Python Programmer, Machine Learning Expert
Rating Distribution
- 1 stars: 1 votes
- 2 stars: 3 votes
- 3 stars: 0 votes
- 4 stars: 4 votes
- 5 stars: 2 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
You may also like
- Digital Marketing Foundation Course
- Google Shopping Ads Digital Marketing Course
- Multi Cloud Infrastructure for beginners
- Master Lead Generation: Grow Subscribers & Sales with Popups
- Complete Copywriting System : write to sell with ease
- Product Positioning Masterclass: Unlock Market Traction
- How to Promote Your Webinar and Get More Attendees?
- Digital Marketing Courses
- Create music with Artificial Intelligence in this new market
- Create CONVERTING UGC Content So Brands Will Pay You More
- Podcast: The top 8 ways to monetize by Podcasting
- TikTok Marketing Mastery: Learn to Grow & Go Viral
- Free Digital Marketing Basics Course in Hindi
- MailChimp Free Mailing Lists: MailChimp Email Marketing
- Automate Digital Marketing & Social Media with Generative AI
- Google Ads MasterClass – All Advanced Features
- Online Course Creator: Create & Sell Online Courses Today!
- Introduction to SEO – Basic Principles of SEO
- Affiliate Marketing For Beginners: Go From Novice To Pro
- Effective Website Planning Made Simple