Learn · Google Cloud Computing Foundations
Lecture 70 of 86Week 7 : Let Google keep an eye on things. You have the data, but what are you doing with it
Intro to Big Data Managed Services in the Cloud
Prof. Soumya Kanti Ghosh · IIT Kharagpur
Credits and licence
- From
- Google Cloud Computing Foundations, IIT Kharagpur (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Introduction to Cloud
- Cloud Computing
- Cloud vs Traditional Architecture
- Iaas, PaaS and SaaS
- Google Cloud Architecture
- Cloud Computing Recap Quiz
- Summary - Cloud Computing
- Introduction - Start with a Solid Platform
- The GCP Console
- Understanding Projects
- Billing in GCP
- Install and Configure Cloud SDK
- Use Cloud Shell [With Labs]
- GCP APIs
- Cloud Console Mobile App
- Recap Quiz - Start with a Solid Foundation
- Introduction
- Compute Options in the Cloud
- Exploring IaaS with Compute Engine [With Lab]
- Configuring Elastic Apps with Autoscaling
- Exploring PaaS with App Engine [With Lab]
- Event Driven Programs with Cloud Functions [With Lab]
- Containerizing and Orchestrating Apps with GKE
- Summary
- Introduction
- Storage Options in the Cloud
- Structured and Unstructured Storage in the Cloud
- Unstructured Storage using Cloud Storage [With Lab]
- SQL Managed Services
- Exploring Cloud SQL [With Lab]
- Cloud Spanner as a Managed Service
- NoSQL Managed Services Options
- Cloud Datastore a NoSQL Document Store [With Lab]
- Cloud Bigtable as a NoSQL Option
- Summary
- Introduction to API
- The Purpose of APIs
- Cloud Endpoints [With Lab]
- Using Apigee
- Managed Message Services
- Cloud Pub/Sub [With Lab]
- Recap Quiz - There's an API for that!
- Introduction - Cloud Security
- Introduction to security in the cloud
- Understanding the shared security model
- Explore encryption options
- Understand authentication and authorization [With Lab]
- Identify best practices for authorization
- Recap Quiz - Security
- Summary - Security
- Introduction
- Intro to Networking in the Cloud
- Defining a Virtual Private Cloud
- Public and Private IP Address Basics
- Googles Network Architecture
- Routes and Firewall Rules in the Cloud [With Lab]
- Multiple VPC Networks [With Lab]
- Building Hybrid Clouds
- Different Options for Load Balancing [With Labs]
- Recap Quiz
- Summary
- Introduction - Let Google keep an eye on things
- Introduction to IaC
- Cloud Deployment Manager
- Monitoring and Managing Your Services, Apps, and Infra
- Stackdriver [With Lab]
- Recap Quiz - Let Google keep an eye on things
- Summary - Let Google keep an eye on things
- Introduction - You have the data, but what are you doing with it?
- Intro to Big Data Managed Services in the Cloud
- Leverage Big Data Operations with Cloud Dataproc [With Labs]
- Build ETL Pipelines using Cloud Dataflow [With Labs]
- BigQuery Googles Enterprise Data Warehouse
- Recap Quiz - You have the data, but what are you doing with it?
- Summary - You have the data, but what are you doing with it?
- Introduction
- Introduction to ML
- ML and GCP
- Building Bespoke ML models
- Cloud AutoML [With Lab]
- Googles Pre-trained ML APIs [With Labs]
- Recap Quiz
- Summary
- Live Session 21-09-2023
- Live Session 17-03-2020
- Live Session 21-03-2020