Introduction to LangChain for Data Professionals
Free Download Introduction to LangChain for Data Professionals
Released 12/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + vtt | Duration: 38m | Size: 105 MB
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.
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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