| Module Name | Download | Description | Download Size |
|---|---|---|---|
| Unit 1 | noc22-cs08_week1 | ||
| Unit 2 | noc22-cs08_week2 | ||
| Unit 3 | noc22-cs08_week3 | ||
| Unit 4 | noc22-cs08_Week 4 |
| Module Name | Download |
|---|---|
| noc20_cs46_assessment_id_Week_1 | noc20_cs46_assessment_id_Week_1 |
| noc20_cs46_assessment_id_Week_10 | noc20_cs46_assessment_id_Week_10 |
| noc20_cs46_assessment_id_Week_11 | noc20_cs46_assessment_id_Week_11 |
| noc20_cs46_assessment_id_Week_12 | noc20_cs46_assessment_id_Week_12 |
| noc20_cs46_assessment_id_Week_2 | noc20_cs46_assessment_id_Week_2 |
| noc20_cs46_assessment_id_Week_3 | noc20_cs46_assessment_id_Week_3 |
| noc20_cs46_assessment_id_Week_4 | noc20_cs46_assessment_id_Week_4 |
| noc20_cs46_assessment_id_Week_5 | noc20_cs46_assessment_id_Week_5 |
| noc20_cs46_assessment_id_Week_6 | noc20_cs46_assessment_id_Week_6 |
| noc20_cs46_assessment_id_Week_7 | noc20_cs46_assessment_id_Week_7 |
| noc20_cs46_assessment_id_Week_8 | noc20_cs46_assessment_id_Week_8 |
| noc20_cs46_assessment_id_Week_9 | noc20_cs46_assessment_id_Week_9 |
| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Introduction to data analytics | Download |
| 2 | Python Fundamentals - I | Download |
| 3 | Python Fundamentals - II | Download |
| 4 | Central Tendency and Dispersion - I | Download |
| 5 | Central Tendency and Dispersion - II | Download |
| 6 | Introduction to Probability- I | Download |
| 7 | Introduction to Probability- II | Download |
| 8 | Probability Distributions - I | Download |
| 9 | Probability Distributions - II | Download |
| 10 | Probability Distributions - III | Download |
| 11 | Python Demo for Distributions | Download |
| 12 | Sampling and Sampling Distribution | Download |
| 13 | Distribution of Sample Means, population, and variance | Download |
| 14 | Confidence interval estimation: Single population - I | Download |
| 15 | Confidence interval estimation: Single population - II | Download |
| 16 | Hypothesis Testing- I | Download |
| 17 | Hypothesis Testing- II | Download |
| 18 | Hypothesis Testing- III | Download |
| 19 | Errors in Hypothesis Testing | Download |
| 20 | Hypothesis Testing: Two sample test- I | Download |
| 21 | Hypothesis Testing: Two sample test- II | Download |
| 22 | Hypothesis Testing: Two sample test- III | Download |
| 23 | ANOVA - I | Download |
| 24 | ANOVA - II | Download |
| 25 | Post Hoc Analysis(Tukey’s test) | Download |
| 26 | Randomize block design (RBD) | Download |
| 27 | Two Way ANOVA | Download |
| 28 | Linear Regression - I | Download |
| 29 | Linear Regression - II | Download |
| 30 | Linear Regression - III | Download |
| 31 | Estimation, Prediction of Regression Model Residual Analysis | Download |
| 32 | Estimation, Prediction of Regression Model Residual Analysis - II | Download |
| 33 | MULTIPLE REGRESSION MODEL - I | Download |
| 34 | MULTIPLE REGRESSION MODEL-II | Download |
| 35 | Categorical variable regression | Download |
| 36 | Maximum Likelihood Estimation- I | Download |
| 37 | Maximum Likelihood Estimation-II | Download |
| 38 | LOGISTIC REGRESSION- I | Download |
| 39 | LOGISTIC REGRESSION-II | Download |
| 40 | Linear Regression Model Vs Logistic Regression Model | Download |
| 41 | Confusion matrix and ROC- I | Download |
| 42 | Confusion Matrix and ROC-II | Download |
| 43 | Performance of Logistic Model-III | Download |
| 44 | Regression Analysis Model Building - I | Download |
| 45 | Regression Analysis Model Building (Interaction)- II | Download |
| 46 | Chi - Square Test of Independence - I | Download |
| 47 | Chi-Square Test of Independence - II | Download |
| 48 | Chi-Square Goodness of Fit Test | Download |
| 49 | Cluster analysis: Introduction- I | Download |
| 50 | Clustering analysis: part II | Download |
| 51 | Clustering analysis: Part III | Download |
| 52 | Cluster analysis: Part IV | Download |
| 53 | Cluster analysis: Part V | Download |
| 54 | K- Means Clustering | Download |
| 55 | Hierarchical method of clustering -I | Download |
| 56 | Hierarchical method of clustering- II | Download |
| 57 | Classification and Regression Trees (CART : I) | Download |
| 58 | Measures of attribute selection | Download |
| 59 | Attribute selection Measures in CART : II | Download |
| 60 | Classification and Regression Trees (CART) - III | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Introduction to data analytics | Download Verified |
| 2 | Python Fundamentals - I | Download Verified |
| 3 | Python Fundamentals - II | Download Verified |
| 4 | Central Tendency and Dispersion - I | Download Verified |
| 5 | Central Tendency and Dispersion - II | Download Verified |
| 6 | Introduction to Probability- I | Download Verified |
| 7 | Introduction to Probability- II | Download Verified |
| 8 | Probability Distributions - I | Download Verified |
| 9 | Probability Distributions - II | Download Verified |
| 10 | Probability Distributions - III | Download Verified |
| 11 | Python Demo for Distributions | Download Verified |
| 12 | Sampling and Sampling Distribution | Download Verified |
| 13 | Distribution of Sample Means, population, and variance | Download Verified |
| 14 | Confidence interval estimation: Single population - I | Download Verified |
| 15 | Confidence interval estimation: Single population - II | Download Verified |
| 16 | Hypothesis Testing- I | Download Verified |
| 17 | Hypothesis Testing- II | Download Verified |
| 18 | Hypothesis Testing- III | Download Verified |
| 19 | Errors in Hypothesis Testing | Download Verified |
| 20 | Hypothesis Testing: Two sample test- I | Download Verified |
| 21 | Hypothesis Testing: Two sample test- II | Download Verified |
| 22 | Hypothesis Testing: Two sample test- III | Download Verified |
| 23 | ANOVA - I | Download Verified |
| 24 | ANOVA - II | Download Verified |
| 25 | Post Hoc Analysis(Tukey’s test) | Download Verified |
| 26 | Randomize block design (RBD) | Download Verified |
| 27 | Two Way ANOVA | Download Verified |
| 28 | Linear Regression - I | Download Verified |
| 29 | Linear Regression - II | Download Verified |
| 30 | Linear Regression - III | Download Verified |
| 31 | Estimation, Prediction of Regression Model Residual Analysis | Download Verified |
| 32 | Estimation, Prediction of Regression Model Residual Analysis - II | Download Verified |
| 33 | MULTIPLE REGRESSION MODEL - I | Download Verified |
| 34 | MULTIPLE REGRESSION MODEL-II | Download Verified |
| 35 | Categorical variable regression | Download Verified |
| 36 | Maximum Likelihood Estimation- I | Download Verified |
| 37 | Maximum Likelihood Estimation-II | Download Verified |
| 38 | LOGISTIC REGRESSION- I | Download Verified |
| 39 | LOGISTIC REGRESSION-II | Download Verified |
| 40 | Linear Regression Model Vs Logistic Regression Model | Download Verified |
| 41 | Confusion matrix and ROC- I | Download Verified |
| 42 | Confusion Matrix and ROC-II | Download Verified |
| 43 | Performance of Logistic Model-III | Download Verified |
| 44 | Regression Analysis Model Building - I | Download Verified |
| 45 | Regression Analysis Model Building (Interaction)- II | Download Verified |
| 46 | Chi - Square Test of Independence - I | Download Verified |
| 47 | Chi-Square Test of Independence - II | Download Verified |
| 48 | Chi-Square Goodness of Fit Test | Download Verified |
| 49 | Cluster analysis: Introduction- I | Download Verified |
| 50 | Clustering analysis: part II | Download Verified |
| 51 | Clustering analysis: Part III | Download Verified |
| 52 | Cluster analysis: Part IV | Download Verified |
| 53 | Cluster analysis: Part V | Download Verified |
| 54 | K- Means Clustering | Download Verified |
| 55 | Hierarchical method of clustering -I | Download Verified |
| 56 | Hierarchical method of clustering- II | Download Verified |
| 57 | Classification and Regression Trees (CART : I) | Download Verified |
| 58 | Measures of attribute selection | Download Verified |
| 59 | Attribute selection Measures in CART : II | Download Verified |
| 60 | Classification and Regression Trees (CART) - III | Download Verified |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Download |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |