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Compulsory Quarters

CS-101: Object-Oriented Programming using TypeScript

W2-201: Developing Planet-Scale Web 2.0 Serverless Cloud Cloud Apps and APIs using Next.js 13 and Cloud Development Kit (CDK) for Terraform

$-101: Dollar Making Bootcamp - Full-Stack Template and API Product Development

Specialized Quarters

Web3 and Metaverse

Cloud-Native Computing

Artificial Intelligence (AI) and Deep Learning

Ambient Computing and IoT

Genomics and Bioinformatics

Network Programmability and Automation

Social Links

Artificial Intelligence (AI) and Deep Learning

Specialization

Quarter :  5

Duration:   ( 13 Weeks )

course-main

Course Description

This course will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. We will finish the program by learning how to envision, create, and maintain integrated systems that run constantly in production. Production systems must manage constantly changing data, in stark contrast to typical machine learning modeling. The production system must also operate continuously at the lowest possible cost while delivering the highest possible performance.

Course Outline

Deep Learning with Tensorflow

Deep Learning with Python, Second Edition 2nd Edition

Deep learning with python

Machine Learning Engineering for Production (MLOps) using Terraform for CDK

A Comprehensive Guide to MLOps Terraform: Infrastructure As Code(IaC)
MLOps leveraging AWS SageMaker and Terraform

Detail Course Syllabus

All students must complete the first two quarters, and the remaining two are for specialization in different fields

1

Quarter :  1

2

Quarter :  2

3

Quarter :  3

4

Quarter :  4

5

Quarter :  5