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📂 NPTEL Data Science for Engineers (Current Directory)
- .gitignore
- .RData
- .Rhistory
- Data science for engineers - notes.pdf
- directory_structure.md
- directory_structure.txt
- DirecTracer.py
- ImporantPoints.md
- README.md
- trial.md
📂 1_Week
📂 00_Setup_Guide
- R Setup Guide.pdf
📂 01_Intro
- Lec1_Introduction to R.pdf
- Lec1_SampleProgram.R
- Lec2_Introduction to R.pdf
📂 02_Variables
- Lec3_Variables and datatypes_Vectors and lists.pdf
- Lec3_Variables and datatypes_Vectors and lists.R
📂 03_Dataframes
- Lec4_Dataframes.R
- Lec4_Dataframes_1.pdf
- Lec5_Dataframes.R
- Lec5_Dataframes_2.pdf
📂 04_Operations
- Lec6_Arithmetic, Logical and Matrix operations in R.pdf
- Lec6_Operations.R
📂 05_Functions
- Lec7_Functions.R
- Lec7_Programing in R_ scripts and functions.pdf
- Lec8_Programming in R_functions.pdf
📂 06_Control_Structures
- Lec9_Control_Structures.R
- Lec9_Programming in R_control structures.pdf
📂 07_Data_Visualization
- Lec10_DataVisualization in R.pdf
- Lec10_Data_Visualization.R
- Rplots.pdf
📂 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
- PetalLength_histogram.png
- PetalWidth_histogram.png
- SepalLength_histogram.png
- SepalWidth_histogram.png
📂 8_Week
- 1_intro.md
- 2_knn.r
- 3_k_means.r
- 4_assignement.r
- Rplots.pdf
- serviceTestData.csv
- serviceTrainData.csv
- tripDetails.csv
- USArrests.csv