Course Outline

Introduction to Cloud Services and LangChain

  • Overview of cloud platforms (AWS, Azure, Google Cloud)
  • LangChain architecture and integration possibilities
  • Advantages of cloud-based conversational agents

Setting Up LangChain in Cloud Environments

  • LangChain installation and configuration for cloud
  • Integrating LangChain with cloud SDKs and APIs
  • Deploying LangChain to AWS Lambda, Azure Functions, and Google Cloud Functions

Utilizing Cloud Services with LangChain

  • Integrating cloud-based AI and ML services with LangChain
  • Connecting LangChain with cloud-based storage (S3, Azure Blob, Google Cloud Storage)
  • Using cloud databases for conversational memory and data persistence

Scaling and Managing LangChain Applications

  • Scaling LangChain applications using cloud orchestration tools
  • Implementing auto-scaling features for high-demand scenarios
  • Managing multiple instances of LangChain applications in the cloud

Security and Compliance in Cloud Deployments

  • Best practices for securing LangChain in cloud environments
  • Data encryption and secure API communications
  • Compliance with data privacy regulations (GDPR, HIPAA)

Monitoring and Logging LangChain in the Cloud

  • Implementing cloud-based monitoring tools for LangChain
  • Tracking performance and conversation metrics
  • Setting up alerts and logging for LangChain applications

Advanced Cloud Integration Scenarios

  • Integrating LangChain with cloud-based natural language processing services
  • Using LangChain with serverless architectures
  • Building real-time AI-driven solutions with cloud-native tools

Future Trends and Advancements in Cloud and AI Integration

  • Emerging cloud technologies for AI development
  • The role of LangChain in hybrid cloud and multi-cloud environments
  • AI-driven automation and cloud optimization

Summary and Next Steps

Requirements

  • Advanced knowledge of cloud services and architecture
  • Experience with API integrations
  • Familiarity with Python programming

Audience

  • Data Engineers
  • DevOps Professionals
 14 Hours

Number of participants


Price per participant

Open Training Courses require 5+ participants.

Upcoming Courses

Integrating LangChain with Cloud Services

2025-05-08 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

Integrating LangChain with Cloud Services

2025-05-22 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

Integrating LangChain with Cloud Services

2025-06-05 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

Integrating LangChain with Cloud Services

2025-06-19 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

Integrating LangChain with Cloud Services

2025-07-03 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

Integrating LangChain with Cloud Services

2025-07-17 09:30
14 hours
MP Hub
540 EUR (Online)
540 EUR (Classroom)

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