NPTEL Data Analytics with Python Week 11 Assignment Solutions | | Jan- Apr 2023 | | @OPEducore

NPTEL Data Analytics with Python Week 11 Assignment Solutions || Jan- Apr 2023 Course: Data Analytics with Python Offered by: IIT Roorkee Duration: 12 weeks Start Date: 23 Jan 2023 End Date: 14 Apr 2023 Exam Date: 30 Apr 2023 IST ----------------------------------------------------------------------------------------------------------------------- 📝Course layout Week 1 : Introduction to data analytics and Python fundamentals Week 2 : Introduction to probability Week 3 : Sampling and sampling distributions Week 4 : Hypothesis testing Week 5 : Two sample testing and introduction to ANOVA Week 6 : Two way ANOVA and linear regression Week 7 : Linear regression and multiple regression Week 8 : Concepts of MLE and Logistic regression Week 9 : ROC and Regression Analysis Model Building Week 10: c2 Test and introduction to cluster analysis Week 11: Clustering analysis Week 12: Classification and Regression Trees (CART) 📚Books and references 1. McKinney, W. (2012). Python for data analysis: Data wrangling with Pandas, NumPy, and IPython. " O'Reilly Media, Inc.". 2. Swaroop, C. H. (2003). A Byte of Python. Python Tutorial. 3. Ken Black, sixth Editing. Business Statistics for Contemporary Decision Making. “John Wiley & Sons, Inc”. 4. Anderson Sweeney Williams (2011). Statistics for Business and Economics. “Cengage Learning”. 5. Douglas C. Montgomery, George C. Runger (2002). Applied Statistics & Probability for Engineering. “John Wiley & Sons, Inc” 6. Jay L. Devore (2011). Probability and Statistics for Engineering and the Sciences. “Cengage Learning”. 7. David W. Hosmer, Stanley Lemeshow (2000). Applied logistic regression (Wiley Series in probability and statistics). “Wiley-Interscience Publication”. 8. Jiawei Han and Micheline Kamber (2006). Data Mining: Concepts and Techniques. “ 9. Leonard Kaufman, Peter J. Rousseeuw (1990). Finding Groups in Data: An Introduction to Cluster Analysis. “John Wiley & Sons, Inc”. ---------------------------------------------------------------------------------------------------------------- ⚠️Note: We do not claim 💯% accuracy of provided solutions. These answers are based on our sole knowledge. We are posting these solution just for your reference, so we request our student's community to do your assignment on your own and verify it. ⚠️⚠️ Kindly note, if any changes are made in the answer, will be notified in comment section. -------------------------------------------------------------------------------------------------------------------- Video Serial: DS/23/168 Please Like ❤ Share and Subscribe for more content @OPEducore Tags: #dataanalytics #python #dataanalysis #nptel2023 #opeducore #swayam #pythonanddatascience #pythonfordatascience #computerscience #engineering ----------------------------------------------------------------------------------------------------------------- For Queries : https://www.facebook.com/opeducor/

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