40 of the Best Beginner-Friendly Kaggle Notebooks to Learn Exploratory Data Analysis (EDA)

Image Data, Text Data, Tabular Data (Classification, Regression, Time Series)

Following are the hyperlinks to forty of the best beginner-friendly Kaggle Notebooks to learn Exploratory Data Analysis:

Tabular Data

1. EDA To Prediction(DieTanic)
2. Comprehensive data exploration with Python
3. Back to (predict) the future — Interactive M5 EDA
4. Song Popularity EDA — Live Coding Fun
5. Be my guest — Recruit Restaurant EDA
6. Pytanic
7. When Stars Collide — G2Net EDA
8. Explorations of Action — MoA EDA
9. Jump Shot to Conclusions — March Madness EDA
10. 📈Exploring Time Series plots: Beginners Guide📈
11. JPX — Detailed EDA
12. 🚀Spaceship Titanic -📊EDA + 27 different models📈
13. Zomato Complete EDA and LSTM model
14. EDA, PCA + Simple LGBM on KFold Technique
15. AMEX EDA which makes sense
16. TPSMAY22 EDA which makes sense
17. TPSAPR22 EDA which makes sense
18. TPSMAR22 EDA which makes sense
19. TPSFEB22–01 EDA which makes sense
20. TPSJAN22–01 EDA which makes sense

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Image Data

21. Dimensionality Reduction and PCA for Fashion MNIST

22. Basic EDA with Images

23. Cassava Leaf Disease — Exploratory Data Analysis

24. MNIST Classification: EDA, PCA, CNN [ 99.7% score]

25. Visualisation of Siamese Net

26. Whales&Dolphins: EffNet Embedding cos Distance

27. TF: Hybrid EfficientNet Swin-Transformer : GradCAM

28. ⚕️ AW-Madison: EDA & In Depth Mask Exploration

29. 🎨Hidden Gems: SpecialSauces to create amazing EDA

30. Tutorial Part 1: EDA for Beginners

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Text Data

31. Basic EDA,Cleaning and GloVe

32. NLP with Disaster Tweets — EDA, Cleaning and BERT

33. Disaster Tweets NLP: EDA & BERT With Transformers

34. NLP on Student Writing: EDA

35. Sentiment Analysis — Cleaning,EDA & BERT(88% Acc)

36. NLP EDA📝 GloVe, BERT, TF-IDF, LSTM… 📝 Explained

37. Cyberbullying on Twitter Visualization 🤬

38. Goodreads: Analysis and Recommending Books.

39. Twitter sentiment Extaction-Analysis,EDA and Model

40. NLP — EDA, Bag of Words, TF IDF, GloVe, BERT

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For more resources click below:

1. Kaggle Grandmasters Sharing their Secret Sauce on how to Win Kaggle Competitions
2. 50 of the most profound Kaggle Discussions (tips, tricks, resources) by the top Kaggle Grandmasters
3. 50 more profound Kaggle Discussions (tips, tricks, feature engineering, resources) by the top Kaggle Grandmasters
4. 50 Kaggle Notebooks to Learn Data Visualization