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Please note that this page does not hosts or makes available any of the listed filenames. You
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| 01 - Numbers and operations.ipynb |
10.42KB |
| 02 - Strings.ipynb |
8.95KB |
| 03 - Formatting Strings.ipynb |
5.04KB |
| 04 - Lists.ipynb |
5.88KB |
| 05- Tuples.ipynb |
5.36KB |
| 06 - Dictionary.ipynb |
5.55KB |
| 07 - if...else.ipynb |
3.67KB |
| 08 - while and for loops.ipynb |
5.98KB |
| 09 - functions.ipynb |
6.87KB |
| 1.1 A lot of python documentation!.html |
87B |
| 1.1 Anaconda Website.html |
86B |
| 1.1 Matplotlib website for documentation and tutorials.html |
84B |
| 1.1 Numpy website for documentation and tutorials.html |
79B |
| 1.1 Pandas website for documentation and tutorials.html |
87B |
| 1.1 Seaborn website for documentation and tutorials.html |
88B |
| 1. Anaconda Installation.mp4 |
16.27MB |
| 1. Anaconda Installation.srt |
3.32KB |
| 1. Matplotlib Library Introduction.mp4 |
26.59MB |
| 1. Matplotlib Library Introduction.srt |
5.62KB |
| 1. Numbers and Basic Operations.mp4 |
49.35MB |
| 1. Numbers and Basic Operations.srt |
14.61KB |
| 1. Numpy Library Introduction.mp4 |
35.04MB |
| 1. Numpy Library Introduction.srt |
5.51KB |
| 1. Pandas Library Introduction.mp4 |
10.66MB |
| 1. Pandas Library Introduction.srt |
4.00KB |
| 1. Seaborn Library Introduction.mp4 |
9.67MB |
| 1. Seaborn Library Introduction.srt |
3.04KB |
| 1. Welcome!.mp4 |
5.45MB |
| 1. Welcome!.srt |
1.82KB |
| 10. Exercises IV Seaborn Exercises Overview.mp4 |
62.51MB |
| 10. Exercises IV Seaborn Exercises Overview.srt |
12.32KB |
| 10. Functions - Part II.mp4 |
88.12MB |
| 10. Functions - Part II.srt |
22.04KB |
| 10. Some Statistical Methods.mp4 |
50.63MB |
| 10. Some Statistical Methods.srt |
11.08KB |
| 10 - Pandas Pivoting.ipynb |
18.38KB |
| 11. Exercises I - Python Exercises Overview.mp4 |
37.88MB |
| 11. Exercises I - Python Exercises Overview.srt |
8.49KB |
| 11. Methods Dealing with Missing Data.mp4 |
46.25MB |
| 11. Methods Dealing with Missing Data.srt |
13.77KB |
| 11. Solutions IV Seaborn Solutions.mp4 |
163.50MB |
| 11. Solutions IV Seaborn Solutions.srt |
32.98KB |
| 11 - Pandas Combining DataFrames - Merge.ipynb |
30.65KB |
| 12. Congratulations!.html |
309B |
| 12. Hierarchy - Multi Index.mp4 |
72.78MB |
| 12. Hierarchy - Multi Index.srt |
22.13KB |
| 12. Solutions I - Python Solutions.mp4 |
89.86MB |
| 12. Solutions I - Python Solutions.srt |
21.96KB |
| 12 - Pandas Combining DataFrames - Concatenation and Join.ipynb |
24.49KB |
| 13. Methods Restructure Data - Pivot.mp4 |
36.19MB |
| 13. Methods Restructure Data - Pivot.srt |
9.41KB |
| 13 - Pandas replacing values.ipynb |
13.69KB |
| 14. Combine DataFrames Merge.mp4 |
58.72MB |
| 14. Combine DataFrames Merge.srt |
18.80KB |
| 14 - Pandas Groupby.ipynb |
37.57KB |
| 15. Combine DataFrames Concatenation and Join.mp4 |
51.85MB |
| 15. Combine DataFrames Concatenation and Join.srt |
14.07KB |
| 15 - Pandas built-in functions.ipynb |
31.42KB |
| 16. Methods to Modify Data Replace.mp4 |
43.04MB |
| 16. Methods to Modify Data Replace.srt |
15.36KB |
| 16 - Pandas Cross Tabulation.ipynb |
22.59KB |
| 17. Group Data Groupby.mp4 |
69.84MB |
| 17. Group Data Groupby.srt |
15.41KB |
| 18. Some Useful Built-in Functions.mp4 |
109.19MB |
| 18. Some Useful Built-in Functions.srt |
19.37KB |
| 19. Correlating Data Cross Tabulation.mp4 |
39.16MB |
| 19. Correlating Data Cross Tabulation.srt |
9.14KB |
| 1 - Data Visualisation I - Matplotlib.ipynb |
202.11KB |
| 1 - Numpy arrays.ipynb |
11.02KB |
| 1 - Pandas Series.ipynb |
11.97KB |
| 2.2 Jupyter website.html |
81B |
| 2. Data Structures Series - Part I.mp4 |
27.66MB |
| 2. Data Structures Series - Part I.srt |
5.64KB |
| 2. Introduction to Data Science.mp4 |
22.15MB |
| 2. Introduction to Data Science.srt |
9.26KB |
| 2. Jupyter Notebook Walk-through.mp4 |
26.21MB |
| 2. Jupyter Notebook Walk-through.srt |
10.43KB |
| 2. Matplotlib Creating Plots - Part I.mp4 |
78.04MB |
| 2. Matplotlib Creating Plots - Part I.srt |
20.46KB |
| 2. Numpy Arrays.mp4 |
89.79MB |
| 2. Numpy Arrays.srt |
19.74KB |
| 2. Seaborn Notebook Overview.mp4 |
24.52MB |
| 2. Seaborn Notebook Overview.srt |
2.92KB |
| 2. Strings.mp4 |
59.45MB |
| 2. Strings.srt |
22.74KB |
| 20. Exercises III Pandas Exercises Overview (using Netflix data).mp4 |
88.38MB |
| 20. Exercises III Pandas Exercises Overview (using Netflix data).srt |
11.97KB |
| 21. Solutions III Pandas Solutions.mp4 |
220.29MB |
| 21. Solutions III Pandas Solutions.srt |
34.72KB |
| 2 - Data Visualisation II - Seaborn.ipynb |
1.45MB |
| 2 - Numpy arithmetical operations.ipynb |
4.95KB |
| 2 - Pandas Dataframes.ipynb |
68.62KB |
| 3. Data Structures Series - Part II.mp4 |
95.33MB |
| 3. Data Structures Series - Part II.srt |
23.38KB |
| 3. Format Print.mp4 |
47.28MB |
| 3. Format Print.srt |
11.85KB |
| 3. Lecture Materials - All the Jupyter Notebooks.html |
273B |
| 3. Matplotlib Creating Plots - Part II.mp4 |
93.88MB |
| 3. Matplotlib Creating Plots - Part II.srt |
23.52KB |
| 3. Numpy Arithmetical Operations.mp4 |
24.37MB |
| 3. Numpy Arithmetical Operations.srt |
5.51KB |
| 3. Seaborn Distribution Plots.mp4 |
66.59MB |
| 3. Seaborn Distribution Plots.srt |
19.86KB |
| 3 - Numpy array indexing and selection.ipynb |
13.30KB |
| 3 - Pandas Indexing and Selection.ipynb |
24.07KB |
| 4. Data Structures DataFrames - Part I.mp4 |
86.03MB |
| 4. Data Structures DataFrames - Part I.srt |
16.55KB |
| 4. Lists.mp4 |
24.54MB |
| 4. Lists.srt |
8.36KB |
| 4. Matplotlib Some Plot Types.mp4 |
69.35MB |
| 4. Matplotlib Some Plot Types.srt |
14.55KB |
| 4. Numpy Selection and Indexing - Part I.mp4 |
30.68MB |
| 4. Numpy Selection and Indexing - Part I.srt |
9.44KB |
| 4. Seaborn Categorical Plots - Part I.mp4 |
34.12MB |
| 4. Seaborn Categorical Plots - Part I.srt |
13.62KB |
| 4 - Numpy built-in functions.ipynb |
12.86KB |
| 4 - Pandas reindexing.ipynb |
24.95KB |
| 5. Data Structures DataFrames - Part II.mp4 |
37.65MB |
| 5. Data Structures DataFrames - Part II.srt |
9.51KB |
| 5. Numpy Selection and Indexing - Part II.mp4 |
51.58MB |
| 5. Numpy Selection and Indexing - Part II.srt |
14.34KB |
| 5. Seaborn Categorical Plots - Part II.mp4 |
49.93MB |
| 5. Seaborn Categorical Plots - Part II.srt |
15.36KB |
| 5. Tuples.mp4 |
18.46MB |
| 5. Tuples.srt |
4.76KB |
| 5 - Pandas column, row elimination (drop) .ipynb |
19.26KB |
| 6. Dictionaries.mp4 |
38.77MB |
| 6. Dictionaries.srt |
11.69KB |
| 6. Methods to Modify Data Reindex - Part I.mp4 |
12.26MB |
| 6. Methods to Modify Data Reindex - Part I.srt |
5.51KB |
| 6. Numpy Some Built-in Functions.mp4 |
77.20MB |
| 6. Numpy Some Built-in Functions.srt |
18.31KB |
| 6. Seaborn Matrix Plots.mp4 |
47.30MB |
| 6. Seaborn Matrix Plots.srt |
10.35KB |
| 6 - Pandas Sort.ipynb |
12.25KB |
| 7. Exercises II Numpy Exercises Overview.mp4 |
33.52MB |
| 7. Exercises II Numpy Exercises Overview.srt |
6.21KB |
| 7. If Conditions.mp4 |
38.76MB |
| 7. If Conditions.srt |
12.74KB |
| 7. Methods to Modify Data Reindex - Part II.mp4 |
82.97MB |
| 7. Methods to Modify Data Reindex - Part II.srt |
17.81KB |
| 7. Seaborn Grid Plots.mp4 |
68.12MB |
| 7. Seaborn Grid Plots.srt |
17.74KB |
| 7 - Pandas Statistics.ipynb |
102.06KB |
| 8. Methods to Modify Data Drop.mp4 |
48.74MB |
| 8. Methods to Modify Data Drop.srt |
14.15KB |
| 8. Seaborn Regression and Grid Plots - lmplot.mp4 |
33.32MB |
| 8. Seaborn Regression and Grid Plots - lmplot.srt |
9.36KB |
| 8. Solutions II Numpy Solutions.mp4 |
68.63MB |
| 8. Solutions II Numpy Solutions.srt |
15.29KB |
| 8. While and For Loops.mp4 |
58.40MB |
| 8. While and For Loops.srt |
30.49KB |
| 8 - Pandas missing values.ipynb |
22.89KB |
| 9. Functions - Part I.mp4 |
67.40MB |
| 9. Functions - Part I.srt |
22.82KB |
| 9. Methods to Modify Data Sort.mp4 |
42.71MB |
| 9. Methods to Modify Data Sort.srt |
15.50KB |
| 9. Seaborn Customizing Plots.mp4 |
63.68MB |
| 9. Seaborn Customizing Plots.srt |
13.56KB |
| 9 - Pandas Multi-index,Hierarchy.ipynb |
32.62KB |
| Bonus Resources.txt |
386B |
| data_car_cross.csv |
24.53KB |
| data_car_cross.csv |
24.53KB |
| data_car.data |
29.58KB |
| data_groupby.csv |
344B |
| data_nba.csv |
751B |
| data_netflix.csv |
2.30MB |
| data_pivot.csv |
303B |
| data_restaurant.csv |
9.56KB |
| data_student.csv |
19.82KB |
| Data Visualization - exercises.ipynb |
356.52KB |
| Data Visualization - exercises - solutions.ipynb |
358.78KB |
| Get Bonus Downloads Here.url |
182B |
| MyBlogs.pdf |
171.62KB |
| Numpy exercises.ipynb |
8.55KB |
| Numpy exercises - solutions.ipynb |
9.95KB |
| Pandas exercises.ipynb |
171.71KB |
| Pandas exercises - solutions.ipynb |
185.26KB |
| Python Exercises.ipynb |
8.63KB |
| Python Exercises - solutions.ipynb |
9.57KB |