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what are subjects in artificial intelligence and data science ( aid)


ragam.2926 20th Nov, 2021
Answers (2)
Satyam Kumar jha 20th Nov, 2021

Dear Aspirant,

Subjects in Artificial Intelligence UG or PG courses :

  • Artificial intelligence

  • Neural networks

  • Pattern recognition

  • Algorithms

  • Machine Learning

  • Language processing

  • Robotics

  • Automata

  • Deep learning

  • Sensors

  • Programming language - Python or C or other languages - Varies from university to university.

  • Database management and Big data

General topics in AI :

  • Engineering - custom made for CS students

  • Biology for CS students

  • Maths

  • Physics - for CS students

  • Design

  • Object-oriented application

  • Compiler design

  • Industrial/manufacturing lessons

  • Structure

  • Web and internet

  • Operating systems

  • Disaster management

  • Cloud computing

  • Soft skills

  • Interview tips

List of subjects to study while pursuing Data Science course are :

  • Linear Algebra and Matrix Analysis
  • Distributed Algorithms and Optimisation
  • Probability and Probability Distributions
  • Stochastic Processes & Bayesian Methods
  • Non-Parametric and Categorical Data Analysis
  • Simulation and Monte Carlo Techniques
  • Programming with R and Python
  • Statistical Inference
  • Linear Regression Models
  • Programming with Hadoop and Spark
  • Multivariate Methods for Machine Learning
  • Deep Learning and Text Mining
  • Longitudinal Data Modelling
  • Time Series and Forecasting
  • Social Network Analysis
  • Design and Analysis of Experiments
  • Data Management and Data Warehousing
  • Applied Data Analytics
  • Programming for Analytics
  • Projects
  • Internship

You can also check the links given below for more information regarding these courses :

https://www.careers360.com/courses/artificial-intelligence-course#

https://www.careers360.com/courses/data-science-course

Hope you query will get solved by this answer.

Ashish Ramtari 20th Nov, 2021

Hey there

Given below are the name of the subjects which are studied in artificial intelligence and data science:

  • Computer Organisation and architecture
  • Ethics in information  technology
  • Mathematical foundations of computing
  • Programming for problem solving
  • Calculus vector spaces and Laplace transform
  • Internet of Things
  • Digital system design
  • Python programming
  • Microprocessor and Microcontroller
  • Data Structure and Algorithm

For more: https://www.google.com/url?sa=t&source=web&rct=j&url=https://www.careers360.com/courses/machine-learning-course&ved=2ahUKEwjKxtmzm6f0AhWokNgFHYVJDR8QFnoECAgQAQ&usg=AOvVaw2V1CJ38wfgQmFAf55rq1el

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