B.Sc Hons(Data Analytics and Artificial Intelligence)

Objectives:
This course intends to apprise the students with essential technologies like artificial intelligence, data mining, data modelling, and learn data management, exploratory data analysis, and use of machine learning algorithms. Students will gain cross-disciplinary skills in the fields of statistics and computer science to become data scientists and an opportunity to make careers in healthcare, business, eCommerce, social networking companies, climatology, biotechnology, genetics, and various other fields. The curriculum focuses on developing skills and delivers statistical, mathematical and machine learning knowledge as well as awareness regarding knowledge discovery and visualisation.

This course is ideal for learners who are keen on developing a data-driven mindset that infers meaningful decisions valuable in organization’s growth.

Eligibility:
For admission to B.Sc.(Hons.) (Data Analytics and Artificial Intelligence), the minimum qualification for a student is a Senior School Examination Certificate (Class 12) from any recognised or accredited Board of Education in India or abroad with a minimum of 50% in the aggregate, or any grade equivalent to the same, with a provision of 5% relaxation in minimum eligibility marks for SC/ST/OBC (non creamy layer)/Widow/ Divorcee/Differently Abled candidates, subject to the producing of the relevant certificate from a competent authority.

Programme Details:
3 years programme with 6 semesters

B.Sc. (Hons) DATA ANALYTICS AND ARTIFICAL INTELLIGENCE
CREDIT TEMPLATE
           
 Paper CodePaper TitleType of PaperContact Hours/Contact Hours/CreditsMax MarksMin MarksContinuous Assessment (%)Semester End (%)
SemesterSem.Week
IBDA 101Computational Thinking and Problem solving with Python Theory6044100403070
BDA 102Introduction to Data Analytics & AITheory6044100403070
BDA 103Foundations of MathematicsTheory6044100403070
BDA 104Descriptive Statitics and ProbabilityTheory6044100403070
BDA 105Problem solving with Python Programming LabPractical9063100403070
BDA 106Data Analysis using SpreadsheetPractical9063100403070
BDA 107ICT LabPractical6042100403070
BDA 108Self Analysis, Communication Skills And GD-PIPractical3022100403070
  Total3426    
IIBDA 201Data Structures & Algorithms using PythonTheory6044100403070
BDA 202Database Management  SystemsTheory6044100403070
BDA 203Discrete MathematicsTheory6044100403070
BDA 204Random Variable & Probability DistributionTheory6044100403070
BDA 205Data Structures and Algorithms LabPractical9063100403070
BDA 206MySql LabPractical9063100403070
BDA 207Our EnvironmentTheory3022100403070
BDA 208Public Speaking, Team Work and Communication SkillsPractical3022100403070
  Total3226    
           
IIIBDA 301Artifical Intelligence and Machine Learning Theory6044100403070
BDA 302Data Warehousing & MiningTheory4533100403070
BDA 303Differential CalculusTheory6044100403070
BDA 304EntrepreneurshipTheory4533100403070
BDA 305Operating Systems  & Shell ProgrammingPractical6042100403070
BDA 306Machine Learning using Python LabPractical9063100403070
BDA 307Data Management ToolsPractical9063100403070
BDA 308Presentation Skills, Conflict and Stress Management Practical3022100403070
BDA 309Summer Internship Internship0 4100403070
  Total3228    
           
IVBDA 401Advanced Machine Learning Theory4533100403070
BDA 402Java ProgrammingTheory4533100403070
BDA 403Linear AlgebraTheory6044100403070
BDA 404Statistical Inference & SamplingTheory6044100403070
BDA 405Advanced Machine Learning LabPractical9063100403070
BDA 406Java labPractical9063100403070
BDA 407Data Analytics using R Practical9063100403070
BDA 408Capstone projectProject4533100403070
  Total3526    
           
VBDA 501CyberSecurityTheory4533100403070
BDA 502Big Data  TechonologiesTheory6044100403070
BDA 503Web TechnologiesPractical9063100403070
BDA 504Operations ResearchPractical6042100403070
BDA 505Data Visualization using TableauPractical6042100403070
BDA 506Artifical Intelligence and Deep learning LabPractical9063100403070
BDA 507NoSQL & Hadoop  LabPractical9063100403070
BDA 508Capstone projectProject6044100403070
  Total  3724    
VIBDA 601IntershipInternshipmin. 12 weeks 18100403070
BDA 602Elective-I*Theory4533100403070
BDA 603Elective-II**Practical4533100403070
  Total24 403070
  Total Credits154    
  *Elective -I        
 BDA 602AE-commerce & Business Intelligence        
 BDA 602BMultivariate Analysis        
 BDA 602CCloud Computing        
           
  **Elective -II        
 BDA 603AFiniacial Analytics        
 BDA 603BDigital Marketing        
 BDA 603CWeb Mining & Analytics        
       

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