The Official Repository for DataWiz 2k22!

Feel Free to fork this for your refs!

• Contains the dataset and task-sheets of all the tasks & activities carried out :)

Task 1:

(All about using Pandas!)

• Everyone's Work: https://docs.google.com/spreadsheets/d/1lmguRu02PlxGWaneCyy4LmaFbacPa_SGosWnpI50dIs/edit?usp=sharing

Task 2:

(All about Data Visualisation!)

• All Contributors: https://docs.google.com/spreadsheets/d/1fTErenYlwn10uOjcDjWkgSBtF5l6GrEah9MzMWHg7Sw/edit?usp=sharing

Task 3:

(Basics of Regression)

• Task Work: https://docs.google.com/spreadsheets/d/16xyOv5yzg1ymJFnUshtHJvg0QuKW8yfsAaECVkepgmA/edit?usp=sharing

References and Tutorials provided for the tasks:

1. https://www.youtube.com/watch?v=e60ItwlZTKM
2. https://www.youtube.com/watch?v=r-uOLxNrNk8&ab_channel=freeCodeCamp.org
3. https://www.kaggle.com/learn/pandas
4. https://towardsdatascience.com/a-step-by-step-guide-for-creating-advanced-python-data-visualizations-with-seaborn-matplotlib-1579d6a1a7d0
5. https://medium.com/@mukul.mschauhan/data-visualisation-using-seaborn-464b7c0e5122
6. https://towardsdatascience.com/create-basic-graph-visualizations-with-seaborn-18f622012a5a
7. https://youtu.be/tuDcsAxxOR8
8. https://youtu.be/BJF6l2SXFoI
9. https://www.youtube.com/watch?v=AAS8yoKuK7M
10. https://drive.google.com/file/d/1NCgTcIRcGDpeGS5lnnifpvSpB8mr47PP/view
11. https://www.youtube.com/watch?v=xtOg44r6dsE&ab_channel=edureka%21
12. https://www.youtube.com/watch?v=f_uwKZIAeM0&ab_channel=OxfordSparks
13. https://towardsdatascience.com/everything-you-need-to-know-about-linear-regression-b791e8f4bd7a
14. https://www.youtube.com/watch?v=kHwlB_j7Hkc&list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN&index=5 (watch only 2.1 - 2.6 and 4.1- 4.7)
15. https://inria.github.io/scikit-learn-mooc/python_scripts/linear_regression_without_sklearn.html
16. https://towardsdatascience.com/introduction-to-logistic-regression-66248243c148
17. https://www.kaggle.com/learn/intro-to-machine-learning
18. https://www.kaggle.com/learn/intermediate-machine-learning
19. https://www.youtube.com/watch?v=J4Wdy0Wc_xQ
20. https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html
21. https://www.analyticsvidhya.com/blog/2021/06/understanding-random-forest/
22. https://towardsdatascience.com/understanding-random-forest-58381e0602d2
23. https://medium.com/analytics-vidhya/understanding-logistic-regression-b3c672deac04