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Generative AI Engineering with Databricks

This course is aimed at data scientists, machine learning engineers, and other data practitioners looking to build LLM-centric applications with the latest and most popular frameworks. In this course, you will build common LLM applications using Hugging Face, develop retrieval-augmented generation (RAG) applications, create multi-stage reasoning pipelines using LangChain, fine-tune LLMs for specific tasks, assess and address societal considerations of using LLMs, and learn how to deploy your models at scale leveraging LLMOps best practices.


By the end of this course, you will have built an end-to-end LLM workflow that is ready for production.


Note: This course currently utilizes open-source technologies. Over time, additional Databricks capabilities will be leveraged by the course.


Languages Available: English | 日本語 | Português BR

Skill Level
Associate
Duration
18h
Prerequisites
  • Intermediate-level experience with Python
  • Working knowledge of machine learning and deep learning is helpful


Outline

Day 1

  • Generative AI and LLMs
  • Primer on natural language processing
  • Databricks and LLMs
  • LLM applications
  • Retrieval augmented generation
  • Multistage reasoning

Day 2

  • Fine-tuning LLMs
  • Evaluating LLMs
  • Society and LLMs
  • LLMOps

Upcoming Public Classes

Date
Time
Language
Price
Jul 15 - 16
09 AM - 05 PM (Europe/London)
English
$1500.00
Jul 15 - 16
09 AM - 05 PM (America/Los_Angeles)
English
$1500.00
Jul 29 - 30
09 AM - 05 PM (America/Chicago)
English
$1500.00
Aug 08 - 09
09 AM - 05 PM (Europe/Paris)
English
$1500.00
Aug 12 - 13
09 AM - 05 PM (America/New_York)
English
$1500.00
Aug 12 - 15
08 AM - 12 PM (America/Los_Angeles)
English
$1500.00
Aug 15 - 16
09 AM - 05 PM (Europe/London)
English
$1500.00
Aug 19 - 20
09 AM - 05 PM (Australia/Sydney)
English
$1500.00
Aug 26 - 27
09 AM - 05 PM (America/Los_Angeles)
English
$1500.00
Sep 03 - 04
09 AM - 05 PM (Europe/Paris)
English
$1500.00
Sep 09 - 10
09 AM - 05 PM (Europe/London)
English
$1500.00
Sep 10 - 11
09 AM - 05 PM (America/New_York)
English
$1500.00
Oct 02 - 03
09 AM - 05 PM (Europe/Paris)
English
$1500.00
Oct 07 - 08
09 AM - 05 PM (Europe/London)
English
$1500.00
Oct 10 - 11
09 AM - 05 PM (America/New_York)
English
$1500.00
Oct 30 - 31
09 AM - 05 PM (Europe/Paris)
English
$1500.00
Nov 04 - 05
09 AM - 05 PM (America/New_York)
English
$1500.00
Nov 07 - 08
09 AM - 05 PM (Europe/London)
English
$1500.00
Nov 28 - 29
09 AM - 05 PM (Europe/Paris)
English
$1500.00
Dec 04 - 05
09 AM - 05 PM (Europe/London)
English
$1500.00
Dec 16 - 17
09 AM - 05 PM (America/New_York)
English
$1500.00

Public Class Registration

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