• Ideal candidates can be a computer science degree or equivalent experience and entering their first IT role with the focus of Cloud Computing.

Should include one or more years of business and/or tech experience and familiarity with the following technologies:

• Understanding of how computers work
• Basic programming experience with python, JavaScript, etc.

Course Outline:

Agile Scrum Methodology

• Scrum Introduction
• Scrum Team
• Scrum Artifacts
• Sprint Increment
• Spring planning
• Backlog
• Retrospective
• Project description and Case Study
• Practice exam and Knowledge check
• Certification (optional)

SQL

• SQL Fundamentals
• Writing SQL Queries
• Working Tables and Indexes
• Predefined SQL functions
• Connecting Python to SQL
• Certification (optional)

Python Programming – Fundamentals

• Set Up
  • Set up development environment – Juypter notebooks
  • Using python shell
  • Running python script
  • Understanding python strings
  • Print statements in python
• Data Structures in python
  • Integers
  • Lists
  • Dictionaries
  • Tuple
  • File
  • Mutable and Immutable structures
• Selection and Looping Constructs
  • If/else/elif statements
  • Boolean type
  • “in” membership
  • For loop
  • While Loop
  • List and Dictionary Comprehension
• Functions
  • Defining functions
  • Variable scope – Local and Global
  • Arguments
  • Polymorphisms
• Modules
  • Creating modules
  • Importing Modules
  • Different types of imports
  • Dir and help
  • Examining some built-in modules
• Classes & Exceptions
  • Object Oriented Programming Introduction
  • Classes and Objects
  • Polymorphism – Function and Operator Overloading
  • Inheritance

Introduction to JavaScript

• What is JavaScript?
  • History
  • Javascript Language – Dynamic & Weakly typed
  • Different Execution Environment – Client & Server
  • Setting up development environment
• Language Basics
  • Variables
  • Data types
  • Operators
  • Functions – Declarations and Expressions
  • Primitive v/s Reference values
  • Arrays
• Control Structures
  • If/else/else if statements
  • Comparison Operators
  • Truthy and Falsy
  • Ternary operator
  • For Loop
  • While Loop
  • Error Handling
  • Switch Statements
• Advanced Functions
  • Functions as Objects
  • Anonymous Functions
  • Arrow Functions
  • Callback functions
  • Rest Operator
• Working with DOM
  • Understanding components of DOM
  • Traversing child nodes
  • Using Parent Node and Parent Element
  • Inserting DOM Element with JavaScript
  • Adding HTML via Code
• More Data Structures
  • Arrays – methods and operators
  • Maps
  • Sets
• Event handlers
  • Loading Scripts Dynamically
  • Working with events
  • Event propagation
  • Event Handlers and “this”
• Javascript Libraries Frameworks
  • Why use them?
  • jQuery
  • Axios
  • js
• Introduction to Node.js
  • Installing and working with Node.js
  • Understanding basics of Node.js
  • Working with incoming html request
  • Responding to html requests
• Scalable Compute and Storage Services
• Distributed computing
• Managed Infrastructure

What is Cloud&rdquo?

• Introduction to Cloud Computing
• Scalable Compute and Storage Services
• Distributed computing
• Managed Infrastructure

Different Cloud Platforms

• Vendors of Major Cloud Computing Platforms

Cloud Deployment Models

• Different types of cloud deployments models
• Using different computing platforms

Cloud Service Models

• Understand the types of service models offered
• How to use these service models?

Introduction to GCP

• History of GCP
• How did Google get there?
• Google Network
• GCP Regions and Zones
• Environmental Responsibility

Overview of Resources and Services offered on GCP

• Overview of different resources and services on GCP
• Compute, Storage, Big Data, AI/Machine Learning services

Getting Started with GCP

• Security with Google’s Cloud Infrastructure
• Understanding resource hierarchy
• IAM – Identity and Access Management
• Different IAM Roles
• Connecting to Google Cloud Platform

Resource: Compute

• Understanding Compute Virtualization
• Virtual Machines in Cloud
• Your own Virtual Private Network (VPC)
• Important VPC capabilities

Resource: Storage

• Understanding Cloud Storage
• Interacting with Cloud Storage
• Cloud Storage Classes
• Google Cloud Bigtable
• Cloud SQL and Cloud Spanner
• Cloud Datastore
• Storage and other GCP Services

Containers on GCP

• Understanding Containers
• Kubernetes and Google Kubernetes Engine (GKE)
• Implementing Hybrid and Multi-Cloud with Anthos

Serverless Computing

• Introduction to App Engine
• Cloud Functions
• Cloud Endpoints and Apigee Edge

Networking on GCP

• Virtual Private Cloud
• Networks and Subnets
• Relation between Networks and Projects
• Internal and External IP addresses
• Routes and Firewall Rules
• Shared VPC
• Load Balancers

On Premises to GCP

• Cloud Peering
• Connecting to the GCP

Deployment and Monitoring

• Development in the cloud
• Deployment in the cloud
• Monitoring – Stackdriver

Big Data in Cloud

• Big Data Platform on GCP
• Cloud Dataproc
• Cloud Dataflow
• Cloud BigQuery
• Cloud Pub/Sub
• Cloud Datalab

Machine Learning on GCP

• Understanding AI and Machine Learning
• Doing machine learning on GCP
• Understanding TensorFlow

Machine Learning APIs on GCP

• Machine Learning APIs
• Natural Language Processing
• Translation API
• Speech – Text to Speech, Speech to Text API
• Vision API
• Cloud AutoML
• BigQuery ML

Billing and Cost management

• Setting up Budgets and Alerts
• Setting up resource quotas

Certification

• Certification Overview
• Identify the right certification for you
• Tips to prepare for certification

Project & Case

• Project Overview
• Performing GCP Projects to get experience and practice
• GCP Case Studies

Training material provided:

Yes (Digital format)
Hands-on Lab: Instructions will be provided to create a free tier account on Azure.