Home Programs M.Sc. (Data Sciences)

M.Sc. (Data Sciences)

Program Code 121177


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Campus Jaipur

Post Graduate

Institute Amity Institute of Information Technology, Jaipur

University Amity University Rajasthan

Eligibility Graduation in Science

Duration 2 Years

Selection Process

  • Program Fee (Rs. in Lacs)
  • 1st Year Non Sponsored Semester 0.72
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Course Structure

Semester 1

  • Probability and Statistical structures
    • Course Code : MDS101 Type : Compulsory Credit : 3
  • Programming with Python
    • Course Code : MDS102 Type : Compulsory Credit : 3
  • Data Science -I
    • Course Code : MDS103 Type : Compulsory Credit : 3
  • Data Warehousing and Mining
    • Course Code : MDS104 Type : Compulsory Credit : 3
  • Programming with Python Lab
    • Course Code : MDS122 Type : Compulsory Credit : 1
  • Data Science -I Lab
    • Course Code : MDS123 Type : Compulsory Credit : 1
  • Data Warehousing and Mining-Lab
    • Course Code : MDS124 Type : Compulsory Credit : 1
  • Report on Workshop / Social Work
    • Course Code : MDS151 Type : Compulsory Credit : 1
  • Communication Skills –I
    • Course Code : BCS111 Type : Compulsory Credit : 1
  • Behavioural Science-I (Self Development and Interpersonal Skills)
    • Course Code : BSS111 Type : Compulsory Credit : 1
  • French
    • Course Code : FLT111 Type : FBL Credit : 2
  • German
    • Course Code : FLG111 Type : FBL Credit : 2
  • Spanish
    • Course Code : FLS111 Type : FBL Credit : 2
  • Chinese
    • Course Code : FLC111 Type : FBL Credit : 2

Semester 2

  • Minor Project
    • Course Code : MDS250 Type : Compulsory Credit : 4
  • Communication Skills –II
    • Course Code : BCS211 Type : Compulsory Credit : 1
  • Behavioural Science-II (Behavioural Communication and Relationship Management)
    • Course Code : BSS211 Type : Compulsory Credit : 1
  • Linear Algebra and Matrices
    • Course Code : MDS201 Type : Compulsory Credit : 3
  • Data Science-II with R
    • Course Code : MDS202 Type : Compulsory Credit : 3
  • Data Engineering
    • Course Code : MDS203 Type : Compulsory Credit : 3
  • Data Science-II with R Lab
    • Course Code : MDS222 Type : Compulsory Credit : 1
  • Data Engineering Lab
    • Course Code : MDS223 Type : Compulsory Credit : 1
  • Business Analytics
    • Course Code : MDS231 Type : Elective Credit : 3
  • Pattern Recognition
    • Course Code : MDS232 Type : Elective Credit : 3
  • Artificial Intelligence
    • Course Code : MCI231 Type : Elective Credit : 3
  • Data Visualization
    • Course Code : MDS234 Type : Elective Credit : 3
  • Artificial Intelligence LAB
    • Course Code : MCI241 Type : Elective Credit : 1
  • Data Visualization Lab
    • Course Code : MDS244 Type : Elective Credit : 1
  • Application of Machine Learning
    • Course Code : MCSS231 Type : Elective Credit : 3
  • Optimization Concept for Data Science & Artificial Intelligence
    • Course Code : MCSS236 Type : Elective Credit : 3
  • Forecasting Using Model Studio in SAS Viya
    • Course Code : MCSS246 Type : Elective Credit : 1
  • French
    • Course Code : FLT211 Type : FBL Credit : 2
  • German
    • Course Code : FLG211 Type : FBL Credit : 2
  • Spanish
    • Course Code : FLS211 Type : FBL Credit : 2
  • Chinese
    • Course Code : FLC211 Type : FBL Credit : 2

Semester 3

  • Optimization Techniques
    • Course Code : MDS301 Type : Compulsory Credit : 3
  • Machine Learning and Deep Learning
    • Course Code : MDS302 Type : Compulsory Credit : 3
  • Natural Language Processing
    • Course Code : MDS303 Type : Compulsory Credit : 3
  • Machine Learning and Deep Learning Lab
    • Course Code : MDS322 Type : Compulsory Credit : 1
  • Natural Language Processing Lab
    • Course Code : MDS323 Type : Compulsory Credit : 1
  • Minor Project
    • Course Code : MDS350 Type : Compulsory Credit : 4
  • Report on Paper Presentation in Conference
    • Course Code : MDS351 Type : Compulsory Credit : 1
  • Summer Internship Project
    • Course Code : MDS352 Type : Compulsory Credit : 3
  • Communication Skills –III
    • Course Code : BCS311 Type : Compulsory Credit : 1
  • Behavioural Science-III (Leading Through Teams)
    • Course Code : BSS311 Type : Compulsory Credit : 1
  • Data Science Products Development
    • Course Code : MDS331 Type : Elective Credit : 3
  • Big Data Analytics
    • Course Code : MBA386 Type : Elective Credit : 3
  • Artificial Intelligence
    • Course Code : MDS333 Type : Elective Credit : 3
  • Big Data & Analytics using R
    • Course Code : MDS334 Type : Elective Credit : 3
  • Artificial Intelligence Lab
    • Course Code : MDS343 Type : Elective Credit : 1
  • Big Data & Analytics using R LAB
    • Course Code : MDS344 Type : Elective Credit : 1
  • SAS Programming Essentials (querying and Reporting Code Based Approach)
    • Course Code : MCSS331 Type : Elective Credit : 3
  • Programming Data Manipulation Techniques (Querying and Reporting-Code Based Approach-Adv)
    • Course Code : MCSS336 Type : Elective Credit : 3
  • French
    • Course Code : FLT311 Type : FBL Credit : 2
  • German
    • Course Code : FLG311 Type : FBL Credit : 2
  • Spanish
    • Course Code : FLS311 Type : FBL Credit : 2
  • Chinese
    • Course Code : FLC311 Type : FBL Credit : 2

Semester 4

  • Project Work
    • Course Code : MDS460 Type : Compulsory Credit : 25
  • Internship
    • Course Code : MDS461 Type : Compulsory Credit : 25
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