Two Days Workshop on Unlocking Cloud and AI potential

Department Of Management Science (UDMS), Dr. Babasaheb Ambedkar Marathwada University, University Campus, Chhatrapati Sambhaji Nagar, 431004

GDG Aurangabad

This workshop comprises of Basic to advance practical discussion on how GCP can help to deploy micro service applications including multiter application using GKE, Cloud Run, Virtual machine, and GEN Ai applications using tools like VertexAI and Bigquery

Feb 15, 3:30 AM – Feb 16, 12:30 PM (UTC)

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Key Themes

AICloudGemini

About this event

Key Topics:

  • Microservices Architecture Fundamentals:
  • Introduction to microservices principles and benefits
  • Designing and decomposing applications into microservices
  • Understanding key considerations like service discovery, communication, and data management
  • GCP Deployment Options:
  • Google Kubernetes Engine (GKE):
  • Deploying and managing containerized microservices on a managed Kubernetes cluster
  • Exploring GKE features like autoscaling, load balancing, and security
  • Cloud Run:
  • Deploying and scaling stateless containers with ease
  • Leveraging serverless computing for efficient resource utilization
  • Virtual Machines:
  • Deploying and managing virtual machines for specific workloads or custom requirements
  • AI/ML Integration:
  • Vertex AI:
  • Building, deploying, and managing machine learning models
  • Utilizing pre-trained models and custom model training
  • Integrating AI/ML capabilities into your microservices
  • BigQuery:
  • Analyzing and processing large datasets for data-driven decision making
  • Extracting insights for improving application performance and user experience
  • Tools and Technologies:
  • Hands-on experience with relevant GCP tools and APIs
  • Utilizing Terraform or other infrastructure-as-code tools for automation
  • Exploring best practices for monitoring, logging, and security

Agenda

Leveraging Google Cloud Platform (GCP) for Microservice Deployment and AI/ML Integration
Leveraging GCP Compute
Leveraging Storage
Making Lives Easier with Notebooks on Vertex AI
Lunch Break
RAG With Gemma
Dealing with Billing and Monitoring
Dealing with Docker
Dealing with IAM

Organizers

  • Ashutosh Bhakare

    Unnati Development and Training Centre Pvt Ltd

    GDG Organizer

  • Pavan Wankhade

    Unnati Development and Training Center Pvt. Ltd.

    CIO

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