Download Udemy - Python for Data Science Torrent

Torrent Contents Size: 3.03 GB

Udemy - Python for Data Science

TutsNode.com.txt

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63 B

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585 B

[TutsNode.com] - Python for Data Science

1. Introduction to Machine Learning and It’s Technologies

1. Segment - 02-introduction-to-data-science-fin.mp4	MP4	78.44 MB
1. Segment - 02-introduction-to-data-science-fin.srt	SRT	15 KB
10. Segment - 11-machine-learning-applications.mp4	MP4	67.17 MB
10. Segment - 11-machine-learning-applications.srt	SRT	12.3 KB
11. Segment - 12-machine-learning-supervised-unsupervised.mp4	MP4	21.23 MB
11. Segment - 12-machine-learning-supervised-unsupervised.srt	SRT	4.64 KB
12. Segment - 12-types-of-machine-learning NUMBERING ISSUE, FIX.mp4	MP4	45.65 MB
12. Segment - 12-types-of-machine-learning NUMBERING ISSUE, FIX.srt	SRT	7.85 KB
13. Segment - 13-supervised-unsupervised-learning-methodology-clustering.mp4	MP4	31.56 MB
13. Segment - 13-supervised-unsupervised-learning-methodology-clustering.srt	SRT	6.07 KB
14. Segment - 14-python-vs-r.mp4	MP4	19.22 MB
14. Segment - 14-python-vs-r.srt	SRT	3.78 KB
15. Segment - 15-tools-for-scalable-machine-learning.mp4	MP4	32.45 MB
15. Segment - 15-tools-for-scalable-machine-learning.srt	SRT	6.38 KB
16. Segment - 16-introduction-to-python.mp4	MP4	58.09 MB
16. Segment - 16-introduction-to-python.srt	SRT	12.52 KB
17. Segment - 17-more-python-details.mp4	MP4	50.54 MB
17. Segment - 17-more-python-details.srt	SRT	10.81 KB
18. Segment - 18-python-examples.mp4	MP4	45.81 MB
18. Segment - 18-python-examples.srt	SRT	10.24 KB
19. Segment - 19-anaconda-navigator.mp4	MP4	42.95 MB
19. Segment - 19-anaconda-navigator.srt	SRT	10.86 KB
2. Segment - 03.mp4	MP4	13.75 MB
2. Segment - 03.srt	SRT	3.01 KB
3. Segment - 04-doing-data-science.mp4	MP4	26.18 MB
3. Segment - 04-doing-data-science.srt	SRT	5.27 KB
4. Segment - 05-problem-definitions-and-collecting-data.mp4	MP4	11.23 MB
4. Segment - 05-problem-definitions-and-collecting-data.srt	SRT	2.56 KB
5. Segment - 06-data-pipelines-preparation-cleaning-understanding.mp4	MP4	22.29 MB
5. Segment - 06-data-pipelines-preparation-cleaning-understanding.srt	SRT	4.39 KB
6. Segment - 07-model-building-validation-visualization-data-science-applications.mp4	MP4	42.07 MB
6. Segment - 07-model-building-validation-visualization-data-science-applications.srt	SRT	9.68 KB
7. Segment - 08-data-science-methodology-data-analytics-tools-open-source-tools.mp4	MP4	37.94 MB
7. Segment - 08-data-science-methodology-data-analytics-tools-open-source-tools.srt	SRT	7.53 KB
8. Segment - 09-data-science-future-readings.mp4	MP4	35.87 MB
8. Segment - 09-data-science-future-readings.srt	SRT	5.8 KB
9. Segment - 10-ai-primer-and-machine-learning-concepts.mp4	MP4	50.56 MB
9. Segment - 10-ai-primer-and-machine-learning-concepts.srt	SRT	9.92 KB

2. Python Fundamentals & NumPy Package

1. Segment - 20-introduction-to-python-notebook.mp4	MP4	62.87 MB
1. Segment - 20-introduction-to-python-notebook.srt	SRT	12.4 KB
10. Segment - 29-matrices.mp4	MP4	53.45 MB
10. Segment - 29-matrices.srt	SRT	9.47 KB
2. Segment - 21-git-and-repl.mp4	MP4	36.08 MB
2. Segment - 21-git-and-repl.srt	SRT	3.07 KB
3. Segment - 22-introduction-ids-and-juypter-notebook.mp4	MP4	97.16 MB
3. Segment - 22-introduction-ids-and-juypter-notebook.srt	SRT	16.35 KB
4. Segment - 23-lab-tutorials-learning-juypter-notebook.mp4	MP4	162.69 MB
4. Segment - 23-lab-tutorials-learning-juypter-notebook.srt	SRT	26.38 KB
5. Segment - 24-python-loops-and-functions.mp4	MP4	77.85 MB
5. Segment - 24-python-loops-and-functions.srt	SRT	16.78 KB
6. Segment - 25-python-objects-introduction.mp4	MP4	49.44 MB
6. Segment - 25-python-objects-introduction.srt	SRT	8.79 KB
7. Segment - 26-python-numpy.mp4	MP4	32.4 MB
7. Segment - 26-python-numpy.srt	SRT	6.31 KB
8. Segment - 27-arrays.mp4	MP4	125.04 MB
8. Segment - 27-arrays.srt	SRT	24.04 KB
9. Segment - 28-advanced-arrays.mp4	MP4	88.6 MB
9. Segment - 28-advanced-arrays.srt	SRT	17.48 KB

3. Data Analysis using Pandas and Data Visualization

1. Segment - 30-numpy-lab-tutorial.mp4	MP4	140.5 MB
1. Segment - 30-numpy-lab-tutorial.srt	SRT	23.13 KB
10. Segment 39 - Dataframe Operations (Continued).mp4	MP4	70.92 MB
10. Segment 39 - Dataframe Operations (Continued).srt	SRT	14.73 KB
11. Segment 40 - Statistical Analysis, Calculations and Operations.mp4	MP4	106.87 MB
11. Segment 40 - Statistical Analysis, Calculations and Operations.srt	SRT	20.65 KB
12. Segment 41 - Lab - Advanced Operations in Action.mp4	MP4	55.18 MB
12. Segment 41 - Lab - Advanced Operations in Action.srt	SRT	7.34 KB
13. Segment 42 - Lab - Advanced Operations in Action (Continued).mp4	MP4	83.88 MB
13. Segment 42 - Lab - Advanced Operations in Action (Continued).srt	SRT	11.1 KB
14. Segment 43 - Pandas Visualization and Matplotlib.mp4	MP4	68.33 MB
14. Segment 43 - Pandas Visualization and Matplotlib.srt	SRT	14.11 KB
15. Segment 44 - Seaborn.mp4	MP4	16.69 MB
15. Segment 44 - Seaborn.srt	SRT	3.08 KB
16. Segment 45 - ggplot.mp4	MP4	12.94 MB
16. Segment 45 - ggplot.srt	SRT	2.58 KB
17. Segment 46 - Statistical Graphs.mp4	MP4	14.02 MB
17. Segment 46 - Statistical Graphs.srt	SRT	2.63 KB
18. Segment 47 - Lab - Visualizations.mp4	MP4	79.36 MB
18. Segment 47 - Lab - Visualizations.srt	SRT	12.02 KB
2. Segment 31 -review-session-python-for-data-science.mp4	MP4	39.13 MB
2. Segment 31 -review-session-python-for-data-science.srt	SRT	8.86 KB
3. Segment 32 - Why Pandas.mp4	MP4	10.57 MB
3. Segment 32 - Why Pandas.srt	SRT	2.08 KB
4. Segment 33 - Data Series.mp4	MP4	44.22 MB
4. Segment 33 - Data Series.srt	SRT	8.79 KB
5. Segment 34 - Series, Keys and Indices.mp4	MP4	41.64 MB
5. Segment 34 - Series, Keys and Indices.srt	SRT	8.48 KB
6. Segment 35 - NumPy Array vs. Panda Series.mp4	MP4	15.93 MB
6. Segment 35 - NumPy Array vs. Panda Series.srt	SRT	2.84 KB
7. Segment 36 - Dataframe.mp4	MP4	33.97 MB
7. Segment 36 - Dataframe.srt	SRT	7.29 KB
8. Segment 37 - Dataframe Operations.mp4	MP4	15.03 MB
8. Segment 37 - Dataframe Operations.srt	SRT	3.5 KB
9. Segment 38 - Using Lambda.mp4	MP4	19.45 MB
9. Segment 38 - Using Lambda.srt	SRT	4.5 KB

4. Supervised (Regression and Classification) & Unsupervised (Clustering) Machine L

1. Segment 48 - Introduction to Scikit-Learn.mp4	MP4	51.02 MB
1. Segment 48 - Introduction to Scikit-Learn.srt	SRT	12.51 KB
10. Segment 56 - Prediction.mp4	MP4	40.67 MB
10. Segment 56 - Prediction.srt	SRT	9.06 KB
11. Segment 57 - Principal Component Analysis.mp4	MP4	43.17 MB
11. Segment 57 - Principal Component Analysis.srt	SRT	9.81 KB
12. Segment 58 - Lab - Classification Algorithm.mp4	MP4	151.5 MB
12. Segment 58 - Lab - Classification Algorithm.srt	SRT	25.24 KB
2. Segment 49 - Scikit-Learn Uses and Applications.mp4	MP4	69.26 MB
2. Segment 49 - Scikit-Learn Uses and Applications.srt	SRT	11.64 KB
3. Segment 50 - Scikit-Learn vs. Other Tools.mp4	MP4	18.07 MB
3. Segment 50 - Scikit-Learn vs. Other Tools.srt	SRT	3.45 KB
4. Segment 51 - Scikit-Learn Classes, Utils and Data Sets.mp4	MP4	54.14 MB
4. Segment 51 - Scikit-Learn Classes, Utils and Data Sets.srt	SRT	12.02 KB
5. Segment 51 - Setting Up Scikit-Learn.mp4	MP4	8.61 MB
5. Segment 51 - Setting Up Scikit-Learn.srt	SRT	2.08 KB
6. Segment 52 - Estimators and Algorithms.mp4	MP4	88.24 MB
6. Segment 52 - Estimators and Algorithms.srt	SRT	17.22 KB
7. Segment 53 - Preprocessing and Feature Engineering.mp4	MP4	75.54 MB
7. Segment 53 - Preprocessing and Feature Engineering.srt	SRT	18.05 KB
8. Segment 54 - Metrics.mp4	MP4	73.06 MB
8. Segment 54 - Metrics.srt	SRT	18.28 KB
9. Segment 55 - Clustering.mp4	MP4	39.5 MB
9. Segment 55 - Clustering.srt	SRT	7.69 KB

5. Quizzes

1. Quiz 1.html

HTML

145 B

Description

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Udemy - Python for Data Science

Torrent Contents Size: 3.03 GB

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