Udemy – DSPy: Learn how to program (not prompt) language models 2024-6

Udemy – DSPy: Learn how to program (not prompt) language models 2024-6 Downloadly IRSpace

Udemy – DSPy: Learn how to program (not prompt) language models 2024-6
Udemy – DSPy: Learn how to program (not prompt) language models 2024-6

DSPy course: Learn how to program (not prompt) language models. This course introduces you to DSPy, a powerful framework for programming (not just issuing commands) language models. In this course, we explore how DSPy can help build large language model (LLM) applications by reducing the need for manual optimization of commands. We will explain the concept of signatures and modules and how to use them to define the input, output, and flow of your application. In addition, we will show how DSPy optimizes commands using datasets. During the course, we will work on practical code examples, including building a stock analysis tool, a chess-playing agent, and BabyAGI, an autonomous task-based artificial intelligence agent. Join us to learn more about DSPy and its exciting features!

What you will learn

  • Understanding the principles and optimization methods of artificial intelligence and commands
  • Applying Python programming skills to automate and optimize the commands of artificial intelligence models
  • Improving the efficiency of artificial intelligence systems by reducing the need for manual input adjustments
  • Innovation in your projects or roles using advanced artificial intelligence techniques
  • Understanding the fundamental concepts of DSPy (signatures, modules, language models, retrieval models, optimizers, criteria and rules)
  • Learn how to build a Recovery Augmented Manufacturing (RAG) system using DSPy
  • Building a stock analyzer using DSPy
  • Learning automatic command optimization using DSPy and LangChain

Who is this course suitable for?

  • Python developers eager to learn about AI and command optimization: If you have a solid foundation in Python programming and are looking to expand your expertise in the exciting field of AI, this course will provide you with the practical skills and theoretical knowledge you need to thrive. This course is ideal for developers interested in understanding how to use AI to automate processes, particularly in optimizing commands to effectively interact with AI models. Whether you aim to enhance your current projects or explore new opportunities in AI, this course will equip you with advanced skills in developing AI applications.
  • AI Engineers Tired of Manually Optimizing Commands: For AI professionals who find manually optimizing commands tedious and time-consuming, this course dives deep 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 teaches you how to use Python to automate and improve the optimization process so you can focus on the more strategic aspects of AI engineering.

Course Details DSPy: Learn how to program (not prompt) language models

  • Publisher:  Udemy
  • Lecturer:  Franck Stéphane
  • Training level: beginner to advanced
  • Training duration: 3 hours and 17 minutes
  • Number of courses: 11

Course headings

 DSPy: Learn how to program (not prompt) language models

DSPy course prerequisites: Learn how to program (not prompt) language models

  • Basic Python Knowledge

Course images

DSPy: Learn how to program (not prompt) language models

Sample video of the course

Installation guide

After Extract, view with your favorite Player.

Subtitle: None

Quality: 720p

download link

Download part 1 – 1 GB

Download part 2 – 645 MB

File(s) password: www.downloadly.ir

Size

1.6 GB