Hardvan/NPTEL-Data-Science-for-Engineers

R

Data Science for Engineers

This repository contains the code and files for the NPTEL course: Data Science for Engineers

Google Drive Link

NPTEL Drive Link

Directory Structure

📂 NPTEL Data Science for Engineers (Current Directory)
📂 1_Week
- 📂 00_Setup_Guide
  - R Setup Guide.pdf
- 📂 01_Intro
- 📂 02_Variables
  - Lec3_Variables and datatypes_Vectors and lists.pdf
  - Lec3_Variables and datatypes_Vectors and lists.R
- 📂 03_Dataframes
- 📂 04_Operations
  - Lec6_Arithmetic, Logical and Matrix operations in R.pdf
  - Lec6_Operations.R
- 📂 05_Functions
- 📂 06_Control_Structures
  - Lec9_Control_Structures.R
  - Lec9_Programming in R_control structures.pdf
- 📂 07_Data_Visualization
📂 2_Week
- 📂 01_Linear_Algebra_Intro
  - intro.r
- 📂 02_Solving_Linear_Equations
  - solving_linear_eqns.r
  - solving_linear_eqns_continued.r
- 📂 03_Distance_Hyperplanes_Halfspaces_Eigen
  - 1_vectors_distances.r
  - 2_line_and_place.r
📂 3_Week
- 1_intro.md
📂 4_Week
- 1_intro.md
- 📂 images
  - image1.png
  - image2.png
📂 5_Week
- 1_intro.md
- GTPvar.csv
📂 6_Week
- 1_intro.md
- 2_simple_linear_regression_modelling.r
- bonds.txt
- Rplots.pdf
- women.csv
- 📂 images
  - image1.png
📂 7_Week
- 1_intro.md
- 2_multiple_linear_regression.r
- 3_logistic_regression.r
- 4_iris.r
- cars.csv
- crashTest_1.csv
- crashTest_1_TEST.csv
- iris.csv
- nyc.csv
- Rplots.pdf
- 📂 images
  - image1.png
- 📂 plots
📂 8_Week