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

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

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.

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