NPTEL Data Analytics with Python Week4 Quiz Assignment Solutions | Jan 2024 | IIT Roorkee #nptel

🔊NPTEL Data Analytics with Python Week4 Quiz Assignment Solutions | https://techiestalk.in/

⛳ABOUT THE COURSE :
We are looking forward to sharing many exciting stories and examples of analytics with all of you using python programming language. This course includes examples of analytics in a wide variety of industries, and we hope that students will learn how you can use analytics in their career and life. One of the most important aspects of this course is that you, the student, are getting hands-on experience creating analytics models; we, the course team, urge you to participate in the discussion forums and to use all the tools available to you while you are in the course!
------------------------------------------------------------------------------------

✨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)
------------------------------------------------------------------------------------

🔴Textbooks 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”.
------------------------------------------------------------------------------------

⚠️ Disclaimer: We would like to clarify that we cannot guarantee 💯% accuracy in the provided solutions. These answers are formulated based on our understanding and knowledge. Our intention is to offer these solutions as references for your convenience. We strongly encourage our student community to independently complete and verify your assignments.

➡️ Please be aware that any modifications made to the answers will be communicated in the comment section.
➡️ If you have any uncertainties regarding the solutions, kindly express them in the comment section, and we will make every effort to address and clarify them.
------------------------------------------------------------------------------------

✨ Topics Covered ✨
Data Analytics with Python
Data Analytics with Python week-4 assignment answers
nptel Data Analytics with Python week4 quiz assignment answers
nptel Data Analytics with Python week4 answers
Data Analytics with Python week4
Data Analytics with Python WEEK-4 Assignment Answers
Data Analytics with Python week-4 assignment answers
Data Analytics with Python week4 nptel
nptel Data Analytics with Python assignment answers 2024
------------------------------------------------------------------------------------

🌟𝗣𝗹𝗲𝗮𝘀𝗲 𝗹𝗲𝗮𝘃𝗲 𝗮 𝗟𝗜𝗞𝗘❤️ 𝗮𝗻𝗱 𝗦𝗨𝗕𝗦𝗖𝗥𝗜𝗕𝗘 𝗳𝗼𝗿 𝗺𝗼𝗿𝗲 𝗔𝗠𝗔𝗭𝗜𝗡𝗚 𝗰𝗼𝗻𝘁𝗲𝗻𝘁! 🌟

🏷️Join Telegram Channel - https://t.me/techiestalk
📸 Instagram - https://www.instagram.com/techies_talk_
📝 Facebook - https://www.facebook.com/TechiesTalk227
🎙️ Subscribe here YouTube Channel - https://www.youtube.com/c/TechiesTalk
💻For Business Enquiry - faheem@techiestalk.in
------------------------------------------------------------------------------------

✨ Tags Used in this video ✨
#techiestalk #nptel2024 #iit_roorkee #onlinecourses #students #learning #jobs #electivecourse #techiestalk #week4 #python #dataanalytics #nptel #swayam @TechiesTalk #dataanalyst #dataanalysis

Видео NPTEL Data Analytics with Python Week4 Quiz Assignment Solutions | Jan 2024 | IIT Roorkee #nptel канала Techies Talk