Download Udemy - Data Science Real World Projects in Python Torrent

Torrent Contents Size: 2.37 GB

Udemy - Data Science Real World Projects in Python

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TutsNode.com.txt

TXT

63 B

[TGx]Downloaded from torrentgalaxy.to .txt

TXT

585 B

[TutsNode.com] - Data Science Real World Projects in Python

1. Introduction to this course

	1. Intro to this course.mp4	MP4	20.85 MB
	1. Intro to this course.srt	SRT	4.24 KB

2. Project 1-- Predict Fare of Airlines Tickets using Machine Learning

1. Introduction to Business Problem & Dataset.mp4	MP4	21.66 MB
1. Introduction to Business Problem & Dataset.srt	SRT	2.03 KB
10. Intuition Behind Random Forest Part-1.mp4	MP4	77.77 MB
10. Intuition Behind Random Forest Part-1.srt	SRT	26.62 KB
11. Intuition Behind Random Forest Part-2.mp4	MP4	50.79 MB
11. Intuition Behind Random Forest Part-2.srt	SRT	15.36 KB
12. Applying Random Forest on Data & Automate predictions.mp4	MP4	74.99 MB
12. Applying Random Forest on Data & Automate predictions.srt	SRT	14.84 KB
13. Intuition Behind Decision Tree- Part 1.mp4	MP4	40.56 MB
13. Intuition Behind Decision Tree- Part 1.srt	SRT	14 KB
14. Intuition Behind Decision Tree- Part 2.mp4	MP4	63.16 MB
14. Intuition Behind Decision Tree- Part 2.srt	SRT	21.88 KB
15. Intuition Behind Decision Tree- Part 3.mp4	MP4	60.69 MB
15. Intuition Behind Decision Tree- Part 3.srt	SRT	19.97 KB
16. Intuition Behind Decision Tree- Part 4.mp4	MP4	73.51 MB
16. Intuition Behind Decision Tree- Part 4.srt	SRT	23.41 KB
17. Intuition Behind Decision Tree- Part 5.mp4	MP4	62.14 MB
17. Intuition Behind Decision Tree- Part 5.srt	SRT	20.64 KB
18. Intuition Behind Decision Tree- Part 6.mp4	MP4	39.6 MB
18. Intuition Behind Decision Tree- Part 6.srt	SRT	13.26 KB
19. Intuition Behind Linear Regression- Part 1.mp4	MP4	40.92 MB
19. Intuition Behind Linear Regression- Part 1.srt	SRT	15.87 KB
2. Datasets & Resources.html	HTML	193 B
20. Intuition Behind Linear Regression- Part 2.mp4	MP4	44.35 MB
20. Intuition Behind Linear Regression- Part 2.srt	SRT	13.97 KB
21. Intuition Behind Linear Regression- Part 3.mp4	MP4	81.8 MB
21. Intuition Behind Linear Regression- Part 3.srt	SRT	28.41 KB
22. Intuition Behind KNN- Part 1.mp4	MP4	41.13 MB
22. Intuition Behind KNN- Part 1.srt	SRT	17.47 KB
23. Intuition Behind KNN- Part 2.mp4	MP4	33.82 MB
23. Intuition Behind KNN- Part 2.srt	SRT	10.86 KB
24. Intuition Behind KNN- Part 3.mp4	MP4	28.4 MB
24. Intuition Behind KNN- Part 3.srt	SRT	9.88 KB
25. Intuition Behind KNN- Part 4.mp4	MP4	37.96 MB
25. Intuition Behind KNN- Part 4.srt	SRT	10.97 KB
26. Play with multiple Algorithms & dumping your model.mp4	MP4	60.28 MB
26. Play with multiple Algorithms & dumping your model.srt	SRT	10.84 KB
27. Intuition Behind Cross Validation- Part 1.mp4	MP4	41.67 MB
27. Intuition Behind Cross Validation- Part 1.srt	SRT	13.6 KB
28. Intuition Behind Cross Validation- Part 2.mp4	MP4	67.34 MB
28. Intuition Behind Cross Validation- Part 2.srt	SRT	17.57 KB
29. How to Cross Validate your model.mp4	MP4	123.53 MB
29. How to Cross Validate your model.srt	SRT	23.07 KB
3. Understanding Data & data-preprocessing.mp4	MP4	70.38 MB
3. Understanding Data & data-preprocessing.srt	SRT	16.2 KB
4. Extract Derived Features from Data.mp4	MP4	80.43 MB
4. Extract Derived Features from Data.srt	SRT	15.15 KB
5. Perform Data Pre-processing.mp4	MP4	53.51 MB
5. Perform Data Pre-processing.srt	SRT	10.98 KB
6. Handle Categorical Data & Feature Encoding.mp4	MP4	85.45 MB
6. Handle Categorical Data & Feature Encoding.srt	SRT	16.36 KB
7. Perform Label Encoding on data.mp4	MP4	108.61 MB
7. Perform Label Encoding on data.srt	SRT	18.92 KB
8. How to handle Outliers in Data.mp4	MP4	53.64 MB
8. How to handle Outliers in Data.srt	SRT	10.45 KB
9. Select best Features using Feature Selection Technique.mp4	MP4	36.97 MB
9. Select best Features using Feature Selection Technique.srt	SRT	6.99 KB

3. Project 2----- Predict Password Strength using Natural Language Processing

1. Introduction to Business Problem & Dataset.mp4	MP4	13.68 MB
1. Introduction to Business Problem & Dataset.srt	SRT	1.78 KB
10. Checking Accuracy of Model.mp4	MP4	28.22 MB
10. Checking Accuracy of Model.srt	SRT	4.63 KB
2. Datasets & Resources.html	HTML	193 B
3. Exploring your data.mp4	MP4	57.08 MB
3. Exploring your data.srt	SRT	10.94 KB
4. Intuition behind TF-IDF --part 1.mp4	MP4	24.79 MB
4. Intuition behind TF-IDF --part 1.srt	SRT	8.18 KB
5. Intuition behind TF-IDF --part 2.mp4	MP4	34.6 MB
5. Intuition behind TF-IDF --part 2.srt	SRT	7.95 KB
6. Apply TF-IDF on data.mp4	MP4	60.55 MB
6. Apply TF-IDF on data.srt	SRT	10.21 KB
7. Intuition behind Logistic Regression --part 1.mp4	MP4	57.97 MB
7. Intuition behind Logistic Regression --part 1.srt	SRT	15.23 KB
8. Intuition behind Logistic Regression --part 2.mp4	MP4	44.15 MB
8. Intuition behind Logistic Regression --part 2.srt	SRT	17.26 KB
9. Apply Logistic Regression on Data.mp4	MP4	52.97 MB
9. Apply Logistic Regression on Data.srt	SRT	8.89 KB

4. Project 3-- Predict Stock Prices using Time Series Analysis

1. Introduction to Business Problem & Dataset.mp4	MP4	22.56 MB
1. Introduction to Business Problem & Dataset.srt	SRT	2.23 KB
10. Evaluating Time Series Model.mp4	MP4	28.29 MB
10. Evaluating Time Series Model.srt	SRT	3.91 KB
2. Datasets & Resources.html	HTML	193 B
3. Analyzing Time Series data.mp4	MP4	39.48 MB
3. Analyzing Time Series data.srt	SRT	6.02 KB
4. Data preparation for Time Series Forecasting.mp4	MP4	66.81 MB
4. Data preparation for Time Series Forecasting.srt	SRT	9.63 KB
5. Intuition behind ARIMA --part 1.mp4	MP4	20.15 MB
5. Intuition behind ARIMA --part 1.srt	SRT	5.13 KB
6. Intuition behind MA model --ARIMA part 2.mp4	MP4	49.13 MB
6. Intuition behind MA model --ARIMA part 2.srt	SRT	13.38 KB
7. Intuition behind AR model -- ARIMA part 3.mp4	MP4	27.11 MB
7. Intuition behind AR model -- ARIMA part 3.srt	SRT	7.29 KB
8. Intuition behind Integrating -- ARIMA part 4.mp4	MP4	26.57 MB
8. Intuition behind Integrating -- ARIMA part 4.srt	SRT	9.37 KB
9. Apply Auto-Arima on data.mp4	MP4	82.31 MB
9. Apply Auto-Arima on data.srt	SRT	9.64 KB

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Udemy - Data Science Real World Projects in Python

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