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[FreeCourseSite.com] Udemy - Data Visualization in Python Masterclass™ Beginners to Pro
magnet:?xt=urn:btih:bcddbdeb923d7cd56fdbed2f0e530a2d8e2e1ec5&dn=[FreeCourseSite.com] Udemy - Data Visualization in Python Masterclass™ Beginners to Pro
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Hash值:
bcddbdeb923d7cd56fdbed2f0e530a2d8e2e1ec5
点击数:
193
文件大小:
6.47 GB
文件数量:
219
创建日期:
2021-4-18 14:36
最后访问:
2024-6-15 21:15
访问标签:
FreeCourseSite
com
Udemy
-
Data
Visualization
in
Python
Masterclass™
Beginners
to
Pro
文件列表详情
1. Introduction/1. Welcome.mp4 24.49 MB
1. Introduction/5. Course Overview.mp4 43.95 MB
1. Introduction/6. Anaconda Installation for Windows OS.mp4 35.13 MB
1. Introduction/7. Anaconda Installation for Mac OS.mp4 71.7 MB
1. Introduction/8. Anaconda Installation on Ubuntu OS.mp4 22.39 MB
1. Introduction/9. Jupyter Notebook Keyboard Shortcuts.mp4 27.86 MB
10. Analysis and Visualization of Boston Housing Data/1. Introduction.mp4 20.84 MB
10. Analysis and Visualization of Boston Housing Data/10. Scatter Plot.mp4 42.99 MB
10. Analysis and Visualization of Boston Housing Data/11. Heatmap.mp4 79.4 MB
10. Analysis and Visualization of Boston Housing Data/12. Correlated Feature Selection.mp4 38.2 MB
10. Analysis and Visualization of Boston Housing Data/13. Heatmap and Pair Plot of Correlated Data.mp4 38.45 MB
10. Analysis and Visualization of Boston Housing Data/14. Box and Rel Plot.mp4 37.59 MB
10. Analysis and Visualization of Boston Housing Data/15. Joint Plot Part 1.mp4 21.16 MB
10. Analysis and Visualization of Boston Housing Data/16. Joint Plot Part 2.mp4 29.72 MB
10. Analysis and Visualization of Boston Housing Data/17. Linear Regression without ML Part 1.mp4 28.47 MB
10. Analysis and Visualization of Boston Housing Data/18. Linear Regression without ML Part 2.mp4 39.46 MB
10. Analysis and Visualization of Boston Housing Data/3. Data Preparation.mp4 31.84 MB
10. Analysis and Visualization of Boston Housing Data/4. Data Deep Dive.mp4 50.01 MB
10. Analysis and Visualization of Boston Housing Data/5. pd.describe().mp4 38.51 MB
10. Analysis and Visualization of Boston Housing Data/6. Bar Plot.mp4 24.54 MB
10. Analysis and Visualization of Boston Housing Data/7. Plot Styling.mp4 39.18 MB
10. Analysis and Visualization of Boston Housing Data/8. Pair Plot.mp4 87.7 MB
10. Analysis and Visualization of Boston Housing Data/9. Distribution Plot.mp4 31.06 MB
11. Analysis and Visualization of Titanic Dataset/1. Introduction.mp4 28.72 MB
11. Analysis and Visualization of Titanic Dataset/10. Sex Part 2.mp4 13.02 MB
11. Analysis and Visualization of Titanic Dataset/11. Sex Part 3.mp4 13.83 MB
11. Analysis and Visualization of Titanic Dataset/12. Sex Part 4.mp4 21.68 MB
11. Analysis and Visualization of Titanic Dataset/13. Sex Part 5.mp4 9.28 MB
11. Analysis and Visualization of Titanic Dataset/14. Age Part 1.mp4 23.01 MB
11. Analysis and Visualization of Titanic Dataset/15. Age Part 2.mp4 18.93 MB
11. Analysis and Visualization of Titanic Dataset/16. Age Part 3.mp4 18.59 MB
11. Analysis and Visualization of Titanic Dataset/17. Age Part 4.mp4 40.82 MB
11. Analysis and Visualization of Titanic Dataset/18. Fare Part 1.mp4 15.82 MB
11. Analysis and Visualization of Titanic Dataset/19. Fare Part 2.mp4 10.44 MB
11. Analysis and Visualization of Titanic Dataset/2. Data Understanding.mp4 20.97 MB
11. Analysis and Visualization of Titanic Dataset/20. Fare Part 3.mp4 23.41 MB
11. Analysis and Visualization of Titanic Dataset/21. Fare Part 4.mp4 21.09 MB
11. Analysis and Visualization of Titanic Dataset/22. Sibsp Part 1.mp4 17.16 MB
11. Analysis and Visualization of Titanic Dataset/23. Sibsp Part 2.mp4 11.92 MB
11. Analysis and Visualization of Titanic Dataset/24. Sibsp Part 3.mp4 12.72 MB
11. Analysis and Visualization of Titanic Dataset/25. Sibsp Part 4.mp4 16.36 MB
11. Analysis and Visualization of Titanic Dataset/26. Parch Part 1.mp4 25.03 MB
11. Analysis and Visualization of Titanic Dataset/27. Parch Part 2.mp4 18.2 MB
11. Analysis and Visualization of Titanic Dataset/28. Embarked.mp4 22.7 MB
11. Analysis and Visualization of Titanic Dataset/29. Who.mp4 22.88 MB
11. Analysis and Visualization of Titanic Dataset/3. Load Dataset.mp4 32.32 MB
11. Analysis and Visualization of Titanic Dataset/4. Heatmap.mp4 26.61 MB
11. Analysis and Visualization of Titanic Dataset/5. Univariate Analysis.mp4 38.42 MB
11. Analysis and Visualization of Titanic Dataset/6. Survived.mp4 20.51 MB
11. Analysis and Visualization of Titanic Dataset/7. Pclass Part 1.mp4 10.99 MB
11. Analysis and Visualization of Titanic Dataset/8. Pclass Part 2.mp4 26.92 MB
11. Analysis and Visualization of Titanic Dataset/9. Sex Part 1.mp4 18.82 MB
12. Analysis and Visualization of Covid-19 Data/1. Introduction.mp4 39.44 MB
12. Analysis and Visualization of Covid-19 Data/10. Cases Over the Time with Area Plot Part 1.mp4 32.38 MB
12. Analysis and Visualization of Covid-19 Data/11. Cases Over the Time with Area Plot Part 2.mp4 33.72 MB
12. Analysis and Visualization of Covid-19 Data/12. Covid-19 Cases on Folium Map.mp4 55.45 MB
12. Analysis and Visualization of Covid-19 Data/13. Confirmed Cases with Animation.mp4 35.9 MB
12. Analysis and Visualization of Covid-19 Data/14. Confirmed and Death Cases with Bar Plot.mp4 24.71 MB
12. Analysis and Visualization of Covid-19 Data/15. Confirmed and Death Cases with Colormap.mp4 36.76 MB
12. Analysis and Visualization of Covid-19 Data/16. Deaths per 100 Cases.mp4 34.17 MB
12. Analysis and Visualization of Covid-19 Data/17. New Cases and Countries per Day.mp4 36.07 MB
12. Analysis and Visualization of Covid-19 Data/19. Top 15 Countries Case Analysis Part 1.mp4 29.12 MB
12. Analysis and Visualization of Covid-19 Data/2. Data Understanding.mp4 29.06 MB
12. Analysis and Visualization of Covid-19 Data/20. Top 15 Countries Case Analysis Part 2.mp4 45.47 MB
12. Analysis and Visualization of Covid-19 Data/21. Top 15 Countries Case Analysis Part 3.mp4 39.97 MB
12. Analysis and Visualization of Covid-19 Data/22. Top 15 Countries Case Analysis Part 4.mp4 45.21 MB
12. Analysis and Visualization of Covid-19 Data/23. Top 15 Countries Case Analysis Part 5.mp4 52.91 MB
12. Analysis and Visualization of Covid-19 Data/24. Save Figures in PNG, JPEG, and PDF.mp4 21.49 MB
12. Analysis and Visualization of Covid-19 Data/25. Scatter Plot for Deaths vs Confirmed Cases.mp4 59.4 MB
12. Analysis and Visualization of Covid-19 Data/26. Stacked Bar Plot.mp4 39.3 MB
12. Analysis and Visualization of Covid-19 Data/27. Stacked Line Plot.mp4 15.59 MB
12. Analysis and Visualization of Covid-19 Data/28. Growth Rate After 100 Cases.mp4 52.88 MB
12. Analysis and Visualization of Covid-19 Data/29. Growth Rate After 1000 Cases.mp4 12.66 MB
12. Analysis and Visualization of Covid-19 Data/3. Import Packages.mp4 21.9 MB
12. Analysis and Visualization of Covid-19 Data/30. Growth Rate After 10000 Cases.mp4 13.68 MB
12. Analysis and Visualization of Covid-19 Data/31. Growth Rate After 100k Cases.mp4 11.45 MB
12. Analysis and Visualization of Covid-19 Data/32. Tree Map Analysis.mp4 21.99 MB
12. Analysis and Visualization of Covid-19 Data/33. First and Last Case Report Time Part 1.mp4 24.07 MB
12. Analysis and Visualization of Covid-19 Data/34. First and Last Case Report Time Part 2.mp4 21.37 MB
12. Analysis and Visualization of Covid-19 Data/35. First and Last Case Report Time Part 3.mp4 58.63 MB
12. Analysis and Visualization of Covid-19 Data/36. Confirmed Cases by Country and Daywise.mp4 56.52 MB
12. Analysis and Visualization of Covid-19 Data/37. Covid-19 vs Other Epidemics.mp4 64.35 MB
12. Analysis and Visualization of Covid-19 Data/4. Clone Latest Covid-19 Dataset.mp4 23.01 MB
12. Analysis and Visualization of Covid-19 Data/5. Import Cleaned Covid-19 Dataset.mp4 37.1 MB
12. Analysis and Visualization of Covid-19 Data/6. Import Preprocessed Data.mp4 33.65 MB
12. Analysis and Visualization of Covid-19 Data/7. Scatter Plot for Confirmed Cases.mp4 37.16 MB
12. Analysis and Visualization of Covid-19 Data/8. Cases Timelaps on Worldmap.mp4 44.19 MB
12. Analysis and Visualization of Covid-19 Data/9. Total Cases on Ships.mp4 40.22 MB
13. Analysis and Visualization of Reviews Text Data/1. Introduction.mp4 22.91 MB
13. Analysis and Visualization of Reviews Text Data/10. Distribution of Unigram, Bigram and Trigram Part 1.mp4 49.02 MB
13. Analysis and Visualization of Reviews Text Data/11. Distribution of Unigram, Bigram and Trigram Part 2.mp4 52.42 MB
13. Analysis and Visualization of Reviews Text Data/12. Distribution of Unigram, Bigram and Trigram without STOP WORDS.mp4 56.94 MB
13. Analysis and Visualization of Reviews Text Data/13. Distribution of Top 20 Parts-of-Speech POS tags.mp4 41.42 MB
13. Analysis and Visualization of Reviews Text Data/14. Bivariate Analysis Part 1.mp4 48.12 MB
13. Analysis and Visualization of Reviews Text Data/15. Bivariate Analysis Part 2.mp4 39.04 MB
13. Analysis and Visualization of Reviews Text Data/16. Bivariate Analysis Part 3.mp4 22.37 MB
13. Analysis and Visualization of Reviews Text Data/2. Getting Started.mp4 29.03 MB
13. Analysis and Visualization of Reviews Text Data/3. Data Import.mp4 42.51 MB
13. Analysis and Visualization of Reviews Text Data/4. Data Cleaning.mp4 49.95 MB
13. Analysis and Visualization of Reviews Text Data/5. Feature Engineering.mp4 39.52 MB
13. Analysis and Visualization of Reviews Text Data/6. Distribution of Sentiment Polarity.mp4 22.94 MB
13. Analysis and Visualization of Reviews Text Data/7. Distribution of Reviews Rating and Reviewers Age.mp4 18.23 MB
13. Analysis and Visualization of Reviews Text Data/8. Distribution of Review Text Length and Word Length.mp4 25.12 MB
13. Analysis and Visualization of Reviews Text Data/9. Distribution of Department, Division, and Class.mp4 35.6 MB
14. Analysis and Visualization of IPL Cricket Matches/1. Introduction.mp4 16.04 MB
14. Analysis and Visualization of IPL Cricket Matches/2. About Cricket Matches and Package Import.mp4 59.54 MB
14. Analysis and Visualization of IPL Cricket Matches/3. Data Understanding.mp4 31.67 MB
14. Analysis and Visualization of IPL Cricket Matches/4. Wins and Lost Matches Analysis.mp4 69.79 MB
14. Analysis and Visualization of IPL Cricket Matches/5. MoM, City and Venue wise Analysis.mp4 34.01 MB
14. Analysis and Visualization of IPL Cricket Matches/6. MI vs CSK Head to Head Matches.mp4 47.71 MB
14. Analysis and Visualization of IPL Cricket Matches/7. Seasonwise Analysis.mp4 19.75 MB
14. Analysis and Visualization of IPL Cricket Matches/8. Ball by Ball Analysis.mp4 60.99 MB
15. Analysis and Visualization of FIFA World Cup Matches/1. Introduction.mp4 13.1 MB
15. Analysis and Visualization of FIFA World Cup Matches/10. Match Outcomes by Home and Away Teams.mp4 33.78 MB
15. Analysis and Visualization of FIFA World Cup Matches/2. FIFA World Cup Data Import.mp4 29.24 MB
15. Analysis and Visualization of FIFA World Cup Matches/3. Data Cleaning.mp4 82.58 MB
15. Analysis and Visualization of FIFA World Cup Matches/4. Most Number of World Cup Winning Title.mp4 24.25 MB
15. Analysis and Visualization of FIFA World Cup Matches/5. Number of Goal Per Country.mp4 23.5 MB
15. Analysis and Visualization of FIFA World Cup Matches/6. Attendance, Number of Teams, Goals, and Matches per Cup.mp4 48.1 MB
15. Analysis and Visualization of FIFA World Cup Matches/7. Goals Per Team Per Word Cup.mp4 66.9 MB
15. Analysis and Visualization of FIFA World Cup Matches/8. Matches with Highest Number of Attendance.mp4 53.2 MB
15. Analysis and Visualization of FIFA World Cup Matches/9. Stadiums with Highest Average Attendance.mp4 37.28 MB
16. Python Coding in Mobile/1. Introduction.mp4 21.51 MB
16. Python Coding in Mobile/2. Python in Mobile.mp4 12.44 MB
16. Python Coding in Mobile/3. Matplotlib Plot in Mobile.mp4 21.22 MB
16. Python Coding in Mobile/4. Pandas Coding in Mobile.mp4 23.05 MB
16. Python Coding in Mobile/5. Seaborn Coding in Mobile.mp4 29.68 MB
2. Python Crash Course/1. Introduction.mp4 9.09 MB
2. Python Crash Course/11. Boolean and Comparison Operator.mp4 10.24 MB
2. Python Crash Course/12. Logical Operator.mp4 12.59 MB
2. Python Crash Course/13. Conditional Statements If Else and Elif.mp4 18.85 MB
2. Python Crash Course/14. For and While Loops in Python.mp4 21.89 MB
2. Python Crash Course/15. Methods and Lambda Functions.mp4 16.14 MB
2. Python Crash Course/2. Data Types Numbers.mp4 20.5 MB
2. Python Crash Course/3. Variable Assignment.mp4 16.45 MB
2. Python Crash Course/4. String.mp4 28.31 MB
2. Python Crash Course/6. List.mp4 12.82 MB
2. Python Crash Course/7. Set.mp4 11.49 MB
2. Python Crash Course/8. Tuple.mp4 8.85 MB
2. Python Crash Course/9. Dictionary.mp4 13.19 MB
3. NumPy Crash Course/1. Introduction.mp4 8.88 MB
3. NumPy Crash Course/10. Concatenate and Sorting.mp4 16.08 MB
3. NumPy Crash Course/11. Working with Dates.mp4 13.23 MB
3. NumPy Crash Course/2. Array.mp4 41.01 MB
3. NumPy Crash Course/3. NaN and INF.mp4 33.04 MB
3. NumPy Crash Course/4. Statistical Operations.mp4 15.2 MB
3. NumPy Crash Course/5. Shape, Reshape, Ravel, Flatten.mp4 11.38 MB
3. NumPy Crash Course/7. Sequence, Repetitions, and Random Numbers.mp4 57.19 MB
3. NumPy Crash Course/8. Where.mp4 18.63 MB
3. NumPy Crash Course/9. File Read and Write.mp4 28.09 MB
4. Pandas Crash Course/1. Introduction.mp4 7.38 MB
4. Pandas Crash Course/2. DataFrame and Series.mp4 16.59 MB
4. Pandas Crash Course/3. File Reading and Writing.mp4 42.93 MB
4. Pandas Crash Course/4. Info, Shape, Duplicated, and Drop.mp4 22.9 MB
4. Pandas Crash Course/5. Columns.mp4 11.25 MB
4. Pandas Crash Course/6. NaN and Null Values.mp4 28.84 MB
4. Pandas Crash Course/7. Imputation.mp4 21.28 MB
4. Pandas Crash Course/8. Lambda Function.mp4 17.81 MB
5. Data Visualization with Pandas/1. Introduction.mp4 11.08 MB
5. Data Visualization with Pandas/10. Hex and Pie Plot.mp4 59.44 MB
5. Data Visualization with Pandas/11. Scatter Matrix and Subplots.mp4 42.39 MB
5. Data Visualization with Pandas/2. Data Generation.mp4 36.04 MB
5. Data Visualization with Pandas/3. Line Plot.mp4 57.21 MB
5. Data Visualization with Pandas/4. More on Line Plot.mp4 24.64 MB
5. Data Visualization with Pandas/5. Bar Plot.mp4 26.8 MB
5. Data Visualization with Pandas/6. Stacked Plot.mp4 21.62 MB
5. Data Visualization with Pandas/7. Histogram.mp4 52.72 MB
5. Data Visualization with Pandas/8. Box Plot.mp4 22.17 MB
5. Data Visualization with Pandas/9. Area and Scatter Plot.mp4 46.86 MB
6. Matplotlib/1. Introduction.mp4 17.53 MB
6. Matplotlib/10. Nested Pie Plot.mp4 59.39 MB
6. Matplotlib/11. Labeling a Pie Plot.mp4 66.88 MB
6. Matplotlib/12. Bar Chart on Polar Axis.mp4 47.43 MB
6. Matplotlib/13. Line Plot on a Polar Axis.mp4 32.83 MB
6. Matplotlib/14. Scatter Plot on a Polar Axis.mp4 28.83 MB
6. Matplotlib/15. Integral in Calculus Plot as Area Under the Curve.mp4 79.7 MB
6. Matplotlib/16. Animation Plot Part 1.mp4 16.67 MB
6. Matplotlib/17. Animation Plot Part 2.mp4 43.85 MB
6. Matplotlib/2. Line Plot.mp4 43.98 MB
6. Matplotlib/3. Label.mp4 5.2 MB
6. Matplotlib/4. Scatter, Bar, and Hist Plots.mp4 30.15 MB
6. Matplotlib/5. Box Plot.mp4 18.25 MB
6. Matplotlib/6. Subplot.mp4 39.61 MB
6. Matplotlib/7. xlim, ylim, xticks, and yticks.mp4 41.38 MB
6. Matplotlib/8. Pie Plot.mp4 41.89 MB
6. Matplotlib/9. Pie Plot Text Color.mp4 17.47 MB
7. Time Series Plots/1. Dataset Loading.mp4 33.27 MB
7. Time Series Plots/2. Line and Scatter Plots.mp4 33.7 MB
7. Time Series Plots/3. Subplots.mp4 42.87 MB
7. Time Series Plots/4. Heatmap.mp4 15.85 MB
7. Time Series Plots/5. Histogram and KDE Plots.mp4 12.93 MB
8. Seaborn/1. Introduction.mp4 13.7 MB
8. Seaborn/10. Cat Plot.mp4 25.99 MB
8. Seaborn/11. Box Plot.mp4 10 MB
8. Seaborn/12. Boxen Plot.mp4 19.29 MB
8. Seaborn/13. Violin Plot.mp4 28.34 MB
8. Seaborn/14. Bar Plot.mp4 15.91 MB
8. Seaborn/15. Point Plot.mp4 8.79 MB
8. Seaborn/16. Joint Plot.mp4 10.78 MB
8. Seaborn/17. Pair Plot.mp4 22.83 MB
8. Seaborn/18. Regression Plot.mp4 12.27 MB
8. Seaborn/19. Controlling Plotted Figure Aesthetics.mp4 30.23 MB
8. Seaborn/2. Scatter Plot.mp4 20.7 MB
8. Seaborn/3. Hue, Style and Size Part 1.mp4 10.21 MB
8. Seaborn/4. Hue, Style and Size Part 2.mp4 25.46 MB
8. Seaborn/5. Line Plot Part 1.mp4 16.37 MB
8. Seaborn/6. Line Plot Part 2.mp4 47.77 MB
8. Seaborn/7. Line Plot Part 3.mp4 39.9 MB
8. Seaborn/8. Subplot.mp4 29.77 MB
8. Seaborn/9. sns.lineplot(), sns.scatterplot().mp4 26.38 MB
9. Plotly and Cufflinks/1. Introduction.mp4 8.52 MB
9. Plotly and Cufflinks/2. Installation and Setup.mp4 27.24 MB
9. Plotly and Cufflinks/3. Line Plot.mp4 24.41 MB
9. Plotly and Cufflinks/4. Scatter Plot.mp4 9.72 MB
9. Plotly and Cufflinks/5. Bar Plot.mp4 26.15 MB
9. Plotly and Cufflinks/6. Box Plot and Area Plot.mp4 9.17 MB
9. Plotly and Cufflinks/7. 3D Plot.mp4 25.04 MB
9. Plotly and Cufflinks/8. Spread Plot and Hist Plot.mp4 11.69 MB
9. Plotly and Cufflinks/9. Bubble Plot and Heatmap.mp4 43.24 MB
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