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TORRENT DETAILS
Python For Data Science
TORRENT SUMMARY
Status:
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This Python for Data Science course is an introduction to Python and how to apply it in data science. The course contains ~60 lectures and 7.5 hours of content taught by Praba Santanakrishnan, a highly experienced data scientist from Microsoft.
Staring with some fundamentals about “what is data science,” and “who is a data scientist,” the program rapidly move into the specific challenges of data science. This includes the challenges of problem definitions and collecting data, to data pipelines, data preparation, data cleaning and related subjects. Data science methodologies, data analytics tools and open source tools are all covered. Model building validation, visualization and various data science applications are also covered. Discussion of the types of machine learning are covered, including supervised and unsupervised machine learning, as well as methodologies and clustering. NumPy, Pandas, Python Notebook, Git, REPL, IDS and Jupyter Notebook are also covered. Arrays, advanced arrays, and matrices are discussed in some detail to ensure you understand what it is all about and how these tools are implemented. Who this course is for:
New Python developers looking to quickly develop and keen understanding of the power of Python Early stage users of Python who need to use Python in serious, enterprise level applications Individuals who are familiar with data science and need to understand the optimal uses for Python
Requirements
Basic Python knowledge is assumed Some software development experience (including languages, databases…)
Last Updated 4/2020
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
TutsNode.com.txt
63 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
78.4 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/1. Segment - 02-introduction-to-data-science-fin.srt
15 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/10. Segment - 11-machine-learning-applications.mp4
67.2 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/10. Segment - 11-machine-learning-applications.srt
12.3 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/11. Segment - 12-machine-learning-supervised-unsupervised.mp4
21.2 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/11. Segment - 12-machine-learning-supervised-unsupervised.srt
4.6 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/12. Segment - 12-types-of-machine-learning NUMBERING ISSUE, FIX.mp4
45.6 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/12. Segment - 12-types-of-machine-learning NUMBERING ISSUE, FIX.srt
7.8 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/13. Segment - 13-supervised-unsupervised-learning-methodology-clustering.mp4
31.6 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/13. Segment - 13-supervised-unsupervised-learning-methodology-clustering.srt
6.1 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/14. Segment - 14-python-vs-r.mp4
19.2 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/14. Segment - 14-python-vs-r.srt
3.8 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/15. Segment - 15-tools-for-scalable-machine-learning.mp4
32.4 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/15. Segment - 15-tools-for-scalable-machine-learning.srt
6.4 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/16. Segment - 16-introduction-to-python.mp4
58.1 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/16. Segment - 16-introduction-to-python.srt
12.5 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/17. Segment - 17-more-python-details.mp4
50.5 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/17. Segment - 17-more-python-details.srt
10.8 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/18. Segment - 18-python-examples.mp4
45.8 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/18. Segment - 18-python-examples.srt
10.2 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/19. Segment - 19-anaconda-navigator.mp4
43 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/19. Segment - 19-anaconda-navigator.srt
10.9 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/2. Segment - 03.mp4
13.8 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/2. Segment - 03.srt
3 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/3. Segment - 04-doing-data-science.mp4
26.2 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/3. Segment - 04-doing-data-science.srt
5.3 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/4. Segment - 05-problem-definitions-and-collecting-data.mp4
11.2 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/4. Segment - 05-problem-definitions-and-collecting-data.srt
2.6 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/5. Segment - 06-data-pipelines-preparation-cleaning-understanding.mp4
22.3 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/5. Segment - 06-data-pipelines-preparation-cleaning-understanding.srt
4.4 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/6. Segment - 07-model-building-validation-visualization-data-science-applications.mp4
42.1 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/6. Segment - 07-model-building-validation-visualization-data-science-applications.srt
9.7 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/7. Segment - 08-data-science-methodology-data-analytics-tools-open-source-tools.mp4
37.9 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/7. Segment - 08-data-science-methodology-data-analytics-tools-open-source-tools.srt
7.5 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/8. Segment - 09-data-science-future-readings.mp4
35.9 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/8. Segment - 09-data-science-future-readings.srt
5.8 KB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/9. Segment - 10-ai-primer-and-machine-learning-concepts.mp4
50.6 MB
[TutsNode.com] - Python for Data Science/1. Introduction to Machine Learning and It’s Technologies/9. Segment - 10-ai-primer-and-machine-learning-concepts.srt
9.9 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/1. Segment - 20-introduction-to-python-notebook.mp4
62.9 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/1. Segment - 20-introduction-to-python-notebook.srt
12.4 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/10. Segment - 29-matrices.mp4
53.4 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/10. Segment - 29-matrices.srt
9.5 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/2. Segment - 21-git-and-repl.mp4
36.1 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/2. Segment - 21-git-and-repl.srt
3.1 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/3. Segment - 22-introduction-ids-and-juypter-notebook.mp4
97.2 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/3. Segment - 22-introduction-ids-and-juypter-notebook.srt
16.3 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/4. Segment - 23-lab-tutorials-learning-juypter-notebook.mp4
162.7 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/4. Segment - 23-lab-tutorials-learning-juypter-notebook.srt
26.4 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/5. Segment - 24-python-loops-and-functions.mp4
77.8 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/5. Segment - 24-python-loops-and-functions.srt
16.8 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/6. Segment - 25-python-objects-introduction.mp4
49.4 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/6. Segment - 25-python-objects-introduction.srt
8.8 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/7. Segment - 26-python-numpy.mp4
32.4 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/7. Segment - 26-python-numpy.srt
6.3 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/8. Segment - 27-arrays.mp4
125 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/8. Segment - 27-arrays.srt
24 KB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/9. Segment - 28-advanced-arrays.mp4
88.6 MB
[TutsNode.com] - Python for Data Science/2. Python Fundamentals & NumPy Package/9. Segment - 28-advanced-arrays.srt
17.5 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/1. Segment - 30-numpy-lab-tutorial.mp4
140.5 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/1. Segment - 30-numpy-lab-tutorial.srt
23.1 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/10. Segment 39 - Dataframe Operations (Continued).mp4
70.9 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/10. Segment 39 - Dataframe Operations (Continued).srt
14.7 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/11. Segment 40 - Statistical Analysis, Calculations and Operations.mp4
106.9 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/11. Segment 40 - Statistical Analysis, Calculations and Operations.srt
20.7 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/12. Segment 41 - Lab - Advanced Operations in Action.mp4
55.2 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/12. Segment 41 - Lab - Advanced Operations in Action.srt
7.3 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/13. Segment 42 - Lab - Advanced Operations in Action (Continued).mp4
83.9 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/13. Segment 42 - Lab - Advanced Operations in Action (Continued).srt
11.1 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/14. Segment 43 - Pandas Visualization and Matplotlib.mp4
68.3 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/14. Segment 43 - Pandas Visualization and Matplotlib.srt
14.1 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/15. Segment 44 - Seaborn.mp4
16.7 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/15. Segment 44 - Seaborn.srt
3.1 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/16. Segment 45 - ggplot.mp4
12.9 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/16. Segment 45 - ggplot.srt
2.6 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/17. Segment 46 - Statistical Graphs.mp4
14 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/17. Segment 46 - Statistical Graphs.srt
2.6 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/18. Segment 47 - Lab - Visualizations.mp4
79.4 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/18. Segment 47 - Lab - Visualizations.srt
12 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/2. Segment 31 -review-session-python-for-data-science.mp4
39.1 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/2. Segment 31 -review-session-python-for-data-science.srt
8.9 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/3. Segment 32 - Why Pandas.mp4
10.6 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/3. Segment 32 - Why Pandas.srt
2.1 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/4. Segment 33 - Data Series.mp4
44.2 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/4. Segment 33 - Data Series.srt
8.8 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/5. Segment 34 - Series, Keys and Indices.mp4
41.6 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/5. Segment 34 - Series, Keys and Indices.srt
8.5 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/6. Segment 35 - NumPy Array vs. Panda Series.mp4
15.9 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/6. Segment 35 - NumPy Array vs. Panda Series.srt
2.8 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/7. Segment 36 - Dataframe.mp4
34 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/7. Segment 36 - Dataframe.srt
7.3 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/8. Segment 37 - Dataframe Operations.mp4
15 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/8. Segment 37 - Dataframe Operations.srt
3.5 KB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/9. Segment 38 - Using Lambda.mp4
19.4 MB
[TutsNode.com] - Python for Data Science/3. Data Analysis using Pandas and Data Visualization/9. Segment 38 - Using Lambda.srt
4.5 KB
[TutsNode.com] - Python for Data Science/4. Supervised (Regression and Classification) & Unsupervised (Clustering) Machine L/1. Segment 48 - Introduction to Scikit-Learn.mp4
51 MB
[TutsNode.com] - Python for Data Science/4. Supervised (Regression and Classification) & Unsupervised (Clustering) Machine L/1. Segment 48 - Introduction to Scikit-Learn.srt
12.5 KB
[TutsNode.com] - Python for Data Science/4. Supervised (Regression and Classification) & Unsupervised (Clustering) Machine L/2. Segment 49 - Scikit-Learn Uses and Applications.mp4
