Data Science
Data Science [ME COMP]
MECOMP Engg Syllabus - R2016 (Even Semester 2016-17)
Data Science Syllabus (Even Semester 2016-17)
Data Science Syllabus (Odd Semester 2022-23)
Guidelines for Writing Lab Experiments click here.
University OLD Question Papers
Course Materials (PPTs/PDFs/Handouts)
Ch01 [3 Hrs]: Introduction to Data Science [ pdf ][ ppt ]
Exploratory Data Analysis using R [ PDF ]
Ch02 [2 Hrs]: Predictive and Descriptive Models [ pdf ][ ppt ]
Ch03 [4 Hrs]: Evaluation and Methodology of Data Science [ pdf ][ ppt ]
Ch04 [6 Hrs]: Text Analytics and Recommendation system (RS) [ pdf ][ ppt ]
Ch05 [3 Hrs]: Data Communication and Information Visualization [ pdf ][ ppt ]
Ch06 [3 Hrs]: Scaling with Big Data [ pdf ][ ppt ]
Data Science [ME IT]
Data Science Syllabus (Odd Semester 2022-23)
Guidelines for Writing Lab Experiments click here.
MEIT - Data Science Question Bank 1 [ OLD.PDF ]
MEIT - Data Science Question Bank 2 [ pdf ] [updated on 28 Nov 2018]
MEIT - Data Science Question Bank 3 [ pdf ] [updated on 30 Nov 2023]
University OLD Question Papers
MEIT - Data Science Question Bank 1 [ xls ]
MEIT - Data Science Question Bank 2 [ pdf ] [Updated on 28 Nov 2018]
Course Materials (PPTs/PDFs/Handouts)
Ch01 [04 Hrs ] An Introduction to Data Science [ pdf ][ ppt ]
Ch02 [08 Hrs ] Statistical Data Analysis & Inference [ PDF ]
Ch03 [12 Hrs ] Learning Algorithms [ PDF ]
Ch04 [08 Hrs ] Data Visualization [ PDF ]
Ch05 [08 Hrs ] Advance Analytical Methods [ PDF ]
Recommendation Systems [PDF]
Ch06 [05 Hrs ] Business problems and data science solutions [ PDF ]
Course Lab Experiments:
Guidelines for Writing Lab Experiments click here.
Course Lab Experiments
Guidelines for Writing Lab Experiments click here.
Lab 01 : Data Science Process - Azure
Lab 02 : To study and implement basic functions and commands in R Programming.
Lab 03 : To plot different types of graphs using in R commands.
Lab 04 [Ch03]: WordCloud Using R
Lab 05 : Recommendation Systems - Create Term Frequency and Inverse Document Frequency (tf-idf) Matrix and Plot TF Using R
Lab 06: Linear Regression using R for a given dataset(s)
Lab 07: Logistic Regression using R for a given dataset(s)
Lab 08: To pefrom Exploratory Data Analysis in R Programming.