Course module
AI, Machine Learning, Big Data & Cloud — ISRO Scientist/Engineer 'SC'
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- Lessons
- 148
- Duration
- 13 hr 15 min
- PYQs
- 19
- Practice
- 230
1% of this course's PYQ weight is covered in this module.
Syllabus index
Lessons in this module
Emerging Tech Trends
Emerging Trends – Introduction
Robotics
Big Data
Cloud Computing
Grid Computing & Blockchain
Artificial Intelligence
Fundamentals of AI
Data & Statistics Basics
AI Technologies & Applications
Use of AI Tools
Big Data Systems
Introduction and Characteristics of Big Data
Big Data Architecture
Hadoop Framework Overview
Hadoop Distributed File System (HDFS)
Approaches to AI
Foundations and Evolution of AI
Philosophical and Theoretical Approaches to AI
Problem Representation in AI
Search Algorithms
Uninformed Search Strategies
Fundamentals of Heuristic Search
Best First Search
A* Search Algorithm
AO* and Branch-Based Search
Knowledge Representation
Foundations of Knowledge Representation
Logical Reasoning Principles
Normal Forms and Logical Transformation
Inference Mechanisms in First Order Logic
Structured Knowledge Representation Models
Script-Based Knowledge Representation
Cloud Computing
Cloud Computing Basics
Cloud Fundamentals & Infrastructure
Cloud Services & Models
Modern Cloud Technologies
- Modern Cloud TechnologiesPdf
- Containers, Docker, KubernetesDrm Video
- Serverless, Microservices, CICDDrm Video
- IaC, Fog Computing, Distributed Cloud, API Gateway, Sevice Mesh, ObservabilityDrm Video
- DBaas, Cloud Bursting, Auto Scaling, Cloud-Native DBs, Green Cloud & Edge ComputingDrm Video
- Parallel vs Distributed ComputingDrm Video
Cloud Computing Summary
Previous-year questions
PYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions8 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions19 questions
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- About Course
- General Aptitude & Reasoning
- Computer Networks & Cybersecurity
- Programming, Data Structures & Algorithms
- Digital Logic & Computer Organization
- TOC & Compiler
- Discrete Mathematics
- Operating System
- Software Engineering
- Database Management System
- Other Recurring CS Topics
- Live Classes
- Full Mock Test