Introduction to LangChain for Data Professionals

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Pinal Dave

38:08

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1. Course Overview

1. Course Overview.mp4

01:15

2. LangChain - A Comprehensive Introduction

1. Introduction, Intended Outcome, and Prerequisites.mp4

02:04

2. Overview of LangChain.mp4

05:39

3. Demo - Getting Started with LangChain and LLMs.mp4

05:15

4. LangChain Architecture.mp4

02:22

5. Access Control and Permissions.mp4

01:20

6. Privacy, Compliance, and Responsible AI with LangChain.mp4

03:06

3. Implementing LangChain in the Real World

1. Comparing LangChain to Traditional Systems.mp4

04:30

2. Deploying and Operating LangChain.mp4

03:13

3. Demo - LangChain Prompt Templates.mp4

03:49

4. Demo - Chains - Setup, Retrieval, Prompt, Model, and Output Parser.mp4

05:35

Description

LangChain is an open-source framework that makes building applications with large language models easy. This course teaches you how to leverage LLMs like GPT for natural language tasks like summarization, chatbots, and code generation.

What You'll Learn?

Managing massive, sensitive datasets while deriving key insights poses major challenges for data professionals today. In this course, Introduction to LangChain for Data Professionals, you’ll be able to architect LangChain systems that enable secure data sharing, governance, and actionable insights.

First, you’ll explore the history of this breakthrough technology and its core technical concepts. You'll learn how distributed ledgers, cryptography, and decentralized consensus provide the foundation.

Next, you’ll discover how chained AI models generate insights at scale. Finally, you’ll learn best practices for implementing LangChain in production environments. You'll compare design tradeoffs versus traditional databases and master deployment, access controls, monitoring, and integration techniques.

When you’re finished with this course, you’ll have the skills to assess and prototype LangChain solutions tailored to your organization’s needs – accelerating innovation through decentralized, accountable data science.

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Artificial Intelligence

Natural Language Processing

Pinal Dave

Instructor's Courses

Pinal Dave is an SQL Server Performance Tuning Expert and independent consultant with over 21 years of hands-on experience. He holds a Master of Science degree and numerous database certifications. Pinal has authored 14 SQL Server database books and 45 Pluralsight courses. To freely share his knowledge and help others build their expertise, Pinal has also written more than 5,500 database tech articles on his blog at https://blog.sqlauthority.com.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.