Looking for an exceptional training experience for your team?

Reach out to us - [email protected]

Course Overview: 

This 2 day course is designed to give practical exposure to participants about -

  • How to develop Machine Learning models using Tensorflow Framework
  • How to deploy the solutions on AI Platform Google Cloud Platform



Initial part of the course provides a high level overview about Machine Learning and it’s Pipelines, key ways to implement Machine Learning projects, Google Cloud AI Platform etc. 

Second part of this course is oriented towards providing code walks of Machine Learning Models and deploying the same on Google Cloud Platform.


Pre-requisites 

Python Basics


Intended Audience:

This program is designed for those who aspire for Data/ML/AI roles:

  • Software Engineers
  • Data Scientists
  • Machine Learning Engineers
  • Data Integration Engineers
  • Data Architects


Course Duration:

This course will be delivered in 2 day

Course Outline




  • Quick introduction to Machine Learning
  • Ways to perform Machine Learning
  • Machine Learning Use cases and Demos
  • Common Concepts and Terms
  • Typical Machine Learning Pipeline
  • Challenges in Deployment of Machine Learning Models
  • Anaconda
  • Colab
  • Google AI Platform
  • AWS SageMaker
  • Azure ML Studio
  • Why Google Cloud Platform (GCP) for AI?
  • Types of Processing offered by GCP
  • Introduction to AI Platform
  • Demo
  • What is Keras?
  • Why Keras?
  • Keras Basics
  • Doing Deep Learning using Keras
  • Hands-on Exercises
  • What is Feature Engineering?
  • Why Feature Engineering?
  • How to apply Feature Engineering?
  • Discussions on various scenarios
  • Hands-on Exercises
  • Development Process
  • Key Tuning Strategies
  • Preparing, Versioning, and Testing for Deployment
  • Hands-on Exercises



On Successful Completion of this Course,
You will receive below Certificate

Big Data Crash Course Certificate

Frequently Asked Questions


When will this class happen next?

In case, you are not available on the specified date then you can fill the training interest form and we will get back to you with next schedule

 


What are the system requirements for taking this course?

Your system must fulfill the following requirements:

  • 64-bit Operating System
  • Chrome/firefox/Internet explorer should be installed in your system
  • 8GB RAM
  • Internet speed of 10 MB/sec or more