LinkedIn - Data Science Foundations Data Mining in Python

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Nome:	LinkedIn - Data Science Foundations Data Mining in Python
Descrizione: Description Data mining is the area of data science that focuses on finding actionable patterns in large and diverse datasets: clusters of similar customers, trends over time that can only be spotted after disentangling seasonal and random effects, and new methods for predicting important outcomes. In this course, instructor Barton Poulson introduces you to data mining that uses the programming language Python. Barton goes over some preliminaries, such as the tools you may use for data mining. He discusses aspects of dimensionality reduction, then explains clustering, including hierarchical clustering, k-Means, DBSCAN, and more. Barton covers classification, including kNN and decision trees. He goes into association analysis and introduces you to Apriori, Eclat, and FP-Growth. Barton steps you through a time-series decomposition, then concludes with sentiment scoring and other text mining tools.
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Categoria:	Tutorials
Lingua:	English
Dimensione totale:	638.52 MB
Info Hash:	E1C971358E6653D5D511F75D3BE100913E97772F
Aggiunto di:	tutsnode
Data di aggiunta:	2021-04-16 00:04:02
Stato torrent:	Torrent Verified

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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Data Science Foundations Data Mining in Python/1. Python for data mining.mp4	4.19 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/10. PCA.mp4	12.26 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/11. LDA.mp4	10.84 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/12. t-SNE.mp4	13.48 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/13. Challenge- PCA.mp4	5.16 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/14. Solution- PCA.mp4	5.80 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/15. Clustering overview.mp4	28.04 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/16. Penguin dataset.mp4	9.24 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/17. Hierarchical clustering.mp4	8.64 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/18. K-means.mp4	17.53 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/19. DBSCAN.mp4	12.27 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/2. What you should know.mp4	1.75 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/20. Challenge- K-means.mp4	3.44 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/21. Solution- K-means.mp4	8.56 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/22. Classification overview.mp4	25.91 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/23. Spambase dataset.mp4	11.54 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/24. KNN.mp4	13.24 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/25. Naive Bayes.mp4	8.54 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/26. Decision trees.mp4	12.42 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/27. Challenge- KNN.mp4	6.80 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/28. Solution- KNN.mp4	11.95 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/29. Association analysis overview.mp4	18.53 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/3. Exercise files.mp4	1.81 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/30. Groceries dataset.mp4	5.55 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/31. Apriori.mp4	16.11 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/32. Eclat.mp4	14.66 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/33. FP-Growth.mp4	13.18 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/34. Challenge- Apriori.mp4	4.93 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/35. Solution- Apriori.mp4	14.10 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/36. Time-series mining.mp4	16.82 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/37. Air Passengers dataset.mp4	6.64 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/38. Time-Series decomposition.mp4	10.77 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/39. ARIMA.mp4	25.78 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/4. Tools for data mining.mp4	25.12 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/40. MLP.mp4	17.85 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/41. Challenge- Decomposition.mp4	6.90 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/42. Solution- Decomposition.mp4	8.39 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/43. Text mining overview.mp4	17.33 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/44. Iliad dataset.mp4	2.94 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/45. Sentiment analysis- Binary classification.mp4	15.01 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/46. Sentiment analysis- Sentiment scoring.mp4	13.38 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/47. Word pairs.mp4	13.08 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/48. Challenge- Sentiment scoring.mp4	2.69 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/49. Solution- Sentiment scoring.mp4	10.49 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/5. The CRISP-DM data mining model.mp4	17.71 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/50. Next steps.mp4	14.23 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/6. Privacy, copyright, and bias.mp4	17.18 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/7. Validating results.mp4	28.32 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/8. Dimensionality reduction overview.mp4	23.98 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/9. Handwritten digits dataset.mp4	15.30 MB
[TutsNode.com] - Data Science Foundations Data Mining in Python/Ex_Files_Data_Mining_Python_R.zip	1.52 MB

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LinkedIn - Data Science Foundations Data Mining in Python