Artificial Intelligence and Data Science

Artificial Intelligence and Data Science is 4 years, 8 semesters undergraduate program

About the Program

AI focuses on creating intelligent machines capable of tasks requiring human intelligence like speech recognition, decision-making, and learning from experience. Data Science is a field that involves the analysis of large amounts of data collected by organizations for various purposes. It encompasses techniques from computer science and statistics, such as machine learning, artificial intelligence, and pattern recognition, to manage, analyze, and interpret data.

While data science involves extracting insights from data using various techniques including AI, artificial intelligence focuses on developing intelligent systems capable of autonomous decision-making and human-like tasks. Both fields play crucial roles in transforming industries and shaping the future of technology.

Subjects / Syllabus

  • Mathematics and Statistics: Linear algebra, calculus, probability theory, statistical inference, and data visualization.
  • Programming and Data Analysis: Python, R, SQL, data cleaning and preprocessing, data wrangling and manipulation, exploratory data analysis (EDA), and data visualization.
  • Machine Learning and Artificial Intelligence: supervised learning (e.g., regression, classification), unsupervised learning (e.g., clustering, dimensionality reduction), reinforcement learning, deep learning, natural language processing (NLP), and computer vision.
  • Big Data Technologies: Distributed Computing, Cloud Computing, Hadoop, Spark, and NoSQL Databases
  • Domain-Specific Applications: Industry-specific applications of data science such as healthcare analytics, financial analytics, social media analytics, and marketing analytics.
  • Soft Skills: Include communication skills, collaboration, project management, and ethical considerations related to data science.

Job Scope

According to an IBM report, Data Science jobs would likely grow by 30 percent. The estimated figure for job listing is 2,720,000 for Data Science in 2020. Also, according to the US Bureau of Labor Statistics, about 11 million jobs will be created by 2026. Enormous Data Analytics assists associations with tackling their information and using it to distinguish new chances. Successful graduates will be employed for Design Engineering, Computing/IT Consulting and Solution-Developing, System/Network Administrators or IT Managers. The normal Data Science pay scale is about ₹708,012. A fresher in Data Science gets paid about ₹500,000 per annum even with less than one year of experience.

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