Module NameDownload
noc20_cs36_assigment_1noc20_cs36_assigment_1
noc20_cs36_assigment_2noc20_cs36_assigment_2
noc20_cs36_assigment_3noc20_cs36_assigment_3
noc20_cs36_assigment_4noc20_cs36_assigment_4


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
7Jupyter setupDownload
8Sequence_data_part_1Download
9Sequence_data_part_2Download
10Sequence_data_part_3Download
11Sequence_data_part_4Download
12NumpyDownload
13Reading dataDownload
14Pandas Dataframes IDownload
15Pandas Dataframes IIDownload
16Pandas Dataframes IIIDownload
17Control structures & FunctionsDownload
18Exploratory data analysisDownload
19Data Visualization-Part IDownload
20Data Visualization-Part IIDownload
21Dealing with missing dataDownload
22Introduction to Classification Case StudyDownload
23Case Study on Classification Part IDownload
24Case Study on Classification Part IIDownload
25Introduction to Regression Case StudyDownload
26Case Study on Regression Part IDownload
27Case Study on Regression Part IIDownload
28Case Study on Regression Part IIIDownload
29Module : Predictive ModellingDownload
30Linear RegressionDownload
31Model AssessmentDownload
32Diagnostics to Improve Linear Model FitDownload
33Cross ValidationDownload
34Classification Download
35Logistic RegressionDownload
36K - Nearest Neighbors (kNN)Download
37K - means ClusteringDownload
38Logistic Regression ( Continued )Download
39Decision TreesDownload
40Multiple Linear RegressionDownload

Sl.No Chapter Name English
1Introduction to Python for Data ScienceDownload
Verified
2Introduction to Python Download
Verified
3Introduction to Spyder - Part 1Download
Verified
4Introduction to Spyder - Part 2Download
Verified
5Variables and DatatypesDownload
Verified
6OperatorsDownload
Verified
7Jupyter setupDownload
Verified
8Sequence_data_part_1Download
Verified
9Sequence_data_part_2Download
Verified
10Sequence_data_part_3Download
Verified
11Sequence_data_part_4Download
Verified
12NumpyDownload
Verified
13Reading dataDownload
Verified
14Pandas Dataframes IDownload
Verified
15Pandas Dataframes IIDownload
Verified
16Pandas Dataframes IIIDownload
Verified
17Control structures & FunctionsDownload
Verified
18Exploratory data analysisDownload
Verified
19Data Visualization-Part IDownload
Verified
20Data Visualization-Part IIDownload
Verified
21Dealing with missing dataDownload
Verified
22Introduction to Classification Case StudyDownload
Verified
23Case Study on Classification Part IDownload
Verified
24Case Study on Classification Part IIDownload
Verified
25Introduction to Regression Case StudyDownload
Verified
26Case Study on Regression Part IDownload
Verified
27Case Study on Regression Part IIDownload
Verified
28Case Study on Regression Part IIIDownload
Verified
29Module : Predictive ModellingDownload
Verified
30Linear RegressionDownload
Verified
31Model AssessmentDownload
Verified
32Diagnostics to Improve Linear Model FitDownload
Verified
33Cross ValidationDownload
Verified
34Classification Download
Verified
35Logistic RegressionDownload
Verified
36K - Nearest Neighbors (kNN)Download
Verified
37K - means ClusteringDownload
Verified
38Logistic Regression ( Continued )Download
Verified
39Decision TreesDownload
Verified
40Multiple Linear RegressionDownload
Verified


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