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M.Tech - Data Science Syllabus & Subjects 2025: Semester-wise List, Top Colleges Syllabus PDF

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M.Tech - Data Science: Course Syllabus

The Core Syllabus includes

 

Some of the main subjects are :

 

I. Python & R (Programming Languages)

 

  • Machine Learning - Statistical Concepts
  • Data Modeling
  • Data Visualization
  • Data Handling
  • Data Manipulation
  • Data Wrangling. 
  • Mathematics, Statistics, Statistical Analysis. 

 

II. Natural Language Processing (NLP)

 

  • Handling Unstructured Data
  • Text Classification

 

III. Big Data Analytics

 

  • Big Data Ecosystem
  • PySpark
  • NoSQL Database
  • Cloud Computing
  • Relationship Database Management
  • Hadoop
  • Spark. 

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