Module NameDownload
Week_01_Assignment_01Week_01_Assignment_01
Week_02_Assignment_02Week_02_Assignment_02
Week_03_Assignment_03Week_03_Assignment_03
Week_04_Assignment_04Week_04_Assignment_04


Sl.No Chapter Name MP4 Download
1Introduction to Python for Data ScienceDownload
2Introduction to Python Download
3Introduction to Spyder - Part 1Download
4Introduction to Spyder - Part 2Download
5Variables and DatatypesDownload
6OperatorsDownload
7Lists Part -1Download
8Lists Part -2Download
9TuplesDownload
10DictionaryDownload
11SetsDownload
12Numpy Part -1Download
13Numpy Part -2Download
14MatrixDownload
15Linear algebra Part -1Download
16Linear algebra Part -2Download
17Reading dataDownload
18Pandas Dataframes IDownload
19Pandas Dataframes IIDownload
20Pandas Dataframes IIIDownload
21Control structures & FunctionsDownload
22Exploratory data analysisDownload
23Data Visualization-Part IDownload
24Data Visualization-Part IIDownload
25Dealing with missing dataDownload
26Module : Predictive ModellingDownload
27Linear RegressionDownload
28Model AssessmentDownload
29Diagnostics to Improve Linear Model FitDownload
30Multiple Linear RegressionDownload
31Cross ValidationDownload
32ClassificationDownload
33Logistic RegressionDownload
34Logistic Regression ( Continued )Download
35Performance MeasuresDownload
36K - Nearest Neighbors (kNN)Download
37K - means ClusteringDownload
38Decision TreesDownload
39Introduction to Classification Case StudyDownload
40Case Study on Classification Part IDownload
41Case Study on Classification Part IIDownload
42Introduction to Regression Case StudyDownload
43Case Study on Regression Part IDownload
44Case Study on Regression Part IIDownload
45Case Study on Regression Part IIIDownload

Sl.No Chapter Name English
1Introduction to Python for Data ScienceDownload
To be verified
2Introduction to Python Download
To be verified
3Introduction to Spyder - Part 1Download
To be verified
4Introduction to Spyder - Part 2Download
To be verified
5Variables and DatatypesDownload
To be verified
6OperatorsDownload
To be verified
7Lists Part -1Download
To be verified
8Lists Part -2Download
To be verified
9TuplesDownload
To be verified
10DictionaryDownload
To be verified
11SetsDownload
To be verified
12Numpy Part -1Download
To be verified
13Numpy Part -2Download
To be verified
14MatrixDownload
To be verified
15Linear algebra Part -1Download
To be verified
16Linear algebra Part -2Download
To be verified
17Reading dataDownload
To be verified
18Pandas Dataframes IDownload
To be verified
19Pandas Dataframes IIDownload
To be verified
20Pandas Dataframes IIIDownload
To be verified
21Control structures & FunctionsDownload
To be verified
22Exploratory data analysisDownload
To be verified
23Data Visualization-Part IDownload
To be verified
24Data Visualization-Part IIDownload
To be verified
25Dealing with missing dataDownload
To be verified
26Module : Predictive ModellingDownload
To be verified
27Linear RegressionDownload
To be verified
28Model AssessmentDownload
To be verified
29Diagnostics to Improve Linear Model FitDownload
To be verified
30Multiple Linear RegressionDownload
To be verified
31Cross ValidationDownload
To be verified
32ClassificationDownload
To be verified
33Logistic RegressionDownload
To be verified
34Logistic Regression ( Continued )Download
To be verified
35Performance MeasuresDownload
To be verified
36K - Nearest Neighbors (kNN)Download
To be verified
37K - means ClusteringDownload
To be verified
38Decision TreesDownload
To be verified
39Introduction to Classification Case StudyDownload
To be verified
40Case Study on Classification Part IDownload
To be verified
41Case Study on Classification Part IIDownload
To be verified
42Introduction to Regression Case StudyDownload
To be verified
43Case Study on Regression Part IDownload
To be verified
44Case Study on Regression Part IIDownload
To be verified
45Case Study on Regression Part IIIDownload
To be verified


Sl.No Language Book link
1EnglishNot Available
2BengaliNot Available
3GujaratiNot Available
4HindiNot Available
5KannadaNot Available
6MalayalamNot Available
7MarathiNot Available
8TamilNot Available
9TeluguNot Available