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Data Visualization in Python Masterclass Beginners to Pro
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[TutsNode.com] - Data Visualization in Python Masterclass Beginners to Pro (Size: 6.53 GB) (Files: 454)
[TutsNode.com] - Data Visualization in Python Masterclass Beginners to Pro
10. Analysis and Visualization of Boston Housing Data
7. Pair Plot.mp4
1. Introduction.mp4
1. Introduction.srt
2. Data Preparation.mp4
2. Data Preparation.srt
3. Data Deep Dive.mp4
3. Data Deep Dive.srt
4. pd.describe().mp4
4. pd.describe().srt
5. Bar Plot.mp4
5. Bar Plot.srt
6. Plot Styling.mp4
6. Plot Styling.srt
7. Pair Plot.srt
8. Distribution Plot.mp4
8. Distribution Plot.srt
9. Scatter Plot.mp4
9. Scatter Plot.srt
10. Heatmap.mp4
10. Heatmap.srt
11. Correlated Feature Selection.mp4
11. Correlated Feature Selection.srt
12. Heatmap and Pair Plot of Correlated Data.mp4
12. Heatmap and Pair Plot of Correlated Data.srt
13. Box and Rel Plot.mp4
13. Box and Rel Plot.srt
14. Joint Plot Part 1.mp4
14. Joint Plot Part 1.srt
15. Joint Plot Part 2.mp4
15. Joint Plot Part 2.srt
16. Linear Regression without ML Part 1.mp4
16. Linear Regression without ML Part 1.srt
17. Linear Regression without ML Part 2.mp4
17. Linear Regression without ML Part 2.srt
1. Introduction
1. Welcome.mp4
1. Welcome.srt
2. DO NOT SKIP IT Free Resources!!!.html
3. DO NOT SKIP IT Introduction.html
3.1 DataVisualization.zip
4. Q&A Support.html
5. Course Overview.mp4
5. Course Overview.srt
6. Anaconda Installation for Windows OS.mp4
6. Anaconda Installation for Windows OS.srt
7. Anaconda Installation for Mac OS.mp4
7. Anaconda Installation for Mac OS.srt
8. Anaconda Installation on Ubuntu OS.mp4
8. Anaconda Installation on Ubuntu OS.srt
9. Jupyter Notebook Keyboard Shortcuts.mp4
9. Jupyter Notebook Keyboard Shortcuts.srt
10. Jupyter Notebook Shortcuts Article.html
11. Test Yourself.html
2. Python Crash Course
1. Introduction.mp4
1. Introduction.srt
2. Data Types Numbers.mp4
2. Data Types Numbers.srt
3. Variable Assignment.mp4
3. Variable Assignment.srt
4. String.mp4
4. String.srt
5. Test Yourself.html
6. List.mp4
6. List.srt
7. Set.mp4
7. Set.srt
8. Tuple.mp4
8. Tuple.srt
9. Dictionary.mp4
9. Dictionary.srt
10. Test Yourself.html
11. Boolean and Comparison Operator.mp4
11. Boolean and Comparison Operator.srt
12. Logical Operator.mp4
12. Logical Operator.srt
13. Conditional Statements If Else and Elif.mp4
13. Conditional Statements If Else and Elif.srt
14. For and While Loops in Python.mp4
14. For and While Loops in Python.srt
15. Methods and Lambda Functions.mp4
15. Methods and Lambda Functions.srt
16. Test Yourself.html
17. Do you know.html
3. NumPy Crash Course
1. Introduction.mp4
1. Introduction.srt
2. Array.mp4
2. Array.srt
3. NaN and INF.mp4
3. NaN and INF.srt
4. Statistical Operations.mp4
4. Statistical Operations.srt
5. Shape, Reshape, Ravel, Flatten.mp4
5. Shape, Reshape, Ravel, Flatten.srt
6. Test Yourself.html
7. Sequence, Repetitions, and Random Numbers.mp4
7. Sequence, Repetitions, and Random Numbers.srt
8. Where.mp4
8. Where.srt
9. File Read and Write.mp4
9. File Read and Write.srt
10. Concatenate and Sorting.mp4
10. Concatenate and Sorting.srt
11. Working with Dates.mp4
11. Working with Dates.srt
12. Do you Know.html
4. Pandas Crash Course
1. Introduction.mp4
1. Introduction.srt
2. DataFrame and Series.mp4
2. DataFrame and Series.srt
3. File Reading and Writing.mp4
3. File Reading and Writing.srt
4. Info, Shape, Duplicated, and Drop.mp4
4. Info, Shape, Duplicated, and Drop.srt
5. Columns.mp4
5. Columns.srt
6. NaN and Null Values.mp4
6. NaN and Null Values.srt
7. Imputation.mp4
7. Imputation.srt
8. Lambda Function.mp4
8. Lambda Function.srt
9. Test Yourself.html
5. Data Visualization with Pandas
1. Introduction.mp4
1. Introduction.srt
2. Data Generation.mp4
2. Data Generation.srt
3. Line Plot.mp4
3. Line Plot.srt
4. More on Line Plot.mp4
4. More on Line Plot.srt
5. Bar Plot.mp4
5. Bar Plot.srt
6. Stacked Plot.mp4
6. Stacked Plot.srt
7. Histogram.mp4
7. Histogram.srt
8. Box Plot.mp4
8. Box Plot.srt
9. Area and Scatter Plot.mp4
9. Area and Scatter Plot.srt
10. Hex and Pie Plot.mp4
10. Hex and Pie Plot.srt
11. Scatter Matrix and Subplots.mp4
11. Scatter Matrix and Subplots.srt
6. Matplotlib
1. Introduction.mp4
1. Introduction.srt
2. Line Plot.mp4
2. Line Plot.srt
3. Label.mp4
3. Label.srt
4. Scatter, Bar, and Hist Plots.mp4
4. Scatter, Bar, and Hist Plots.srt
5. Box Plot.mp4
5. Box Plot.srt
6. Subplot.mp4
6. Subplot.srt
7. xlim, ylim, xticks, and yticks.mp4
7. xlim, ylim, xticks, and yticks.srt
8. Pie Plot.mp4
8. Pie Plot.srt
9. Pie Plot Text Color.mp4
9. Pie Plot Text Color.srt
10. Nested Pie Plot.mp4
10. Nested Pie Plot.srt
11. Labeling a Pie Plot.mp4
11. Labeling a Pie Plot.srt
12. Bar Chart on Polar Axis.mp4
12. Bar Chart on Polar Axis.srt
13. Line Plot on a Polar Axis.mp4
13. Line Plot on a Polar Axis.srt
14. Scatter Plot on a Polar Axis.mp4
14. Scatter Plot on a Polar Axis.srt
15. Integral in Calculus Plot as Area Under the Curve.mp4
15. Integral in Calculus Plot as Area Under the Curve.srt
16. Animation Plot Part 1.mp4
16. Animation Plot Part 1.srt
17. Animation Plot Part 2.mp4
17. Animation Plot Part 2.srt
7. Time Series Plots
1. Dataset Loading.mp4
1. Dataset Loading.srt
2. Line and Scatter Plots.mp4
2. Line and Scatter Plots.srt
3. Subplots.mp4
3. Subplots.srt
4. Heatmap.mp4
4. Heatmap.srt
5. Histogram and KDE Plots.mp4
5. Histogram and KDE Plots.srt
8. Seaborn
1. Introduction.mp4
1. Introduction.srt
2. Scatter Plot.mp4
2. Scatter Plot.srt
3. Hue, Style and Size Part 1.mp4
3. Hue, Style and Size Part 1.srt
4. Hue, Style and Size Part 2.mp4
4. Hue, Style and Size Part 2.srt
5. Line Plot Part 1.mp4
5. Line Plot Part 1.srt
6. Line Plot Part 2.mp4
6. Line Plot Part 2.srt
7. Line Plot Part 3.mp4
7. Line Plot Part 3.srt
8. Subplot.mp4
8. Subplot.srt
9. sns.lineplot(), sns.scatterplot().mp4
9. sns.lineplot(), sns.scatterplot().srt
10. Cat Plot.mp4
10. Cat Plot.srt
11. Box Plot.mp4
11. Box Plot.srt
12. Boxen Plot.mp4
12. Boxen Plot.srt
13. Violin Plot.mp4
13. Violin Plot.srt
14. Bar Plot.mp4
14. Bar Plot.srt
15. Point Plot.mp4
15. Point Plot.srt
16. Joint Plot.mp4
16. Joint Plot.srt
17. Pair Plot.mp4
17. Pair Plot.srt
18. Regression Plot.mp4
18. Regression Plot.srt
19. Controlling Plotted Figure Aesthetics.mp4
19. Controlling Plotted Figure Aesthetics.srt
9. Plotly and Cufflinks
1. Introduction.mp4
1. Introduction.srt
2. Installation and Setup.mp4
2. Installation and Setup.srt
3. Line Plot.mp4
3. Line Plot.srt
4. Scatter Plot.mp4
4. Scatter Plot.srt
5. Bar Plot.mp4
5. Bar Plot.srt
6. Box Plot and Area Plot.mp4
6. Box Plot and Area Plot.srt
7. 3D Plot.mp4
7. 3D Plot.srt
8. Spread Plot and Hist Plot.mp4
8. Spread Plot and Hist Plot.srt
9. Bubble Plot and Heatmap.mp4
9. Bubble Plot and Heatmap.srt
11. Analysis and Visualization of Titanic Dataset
1. Introduction.mp4
1. Introduction.srt
2. Data Understanding.mp4
2. Data Understanding.srt
3. Load Dataset.mp4
3. Load Dataset.srt
4. Heatmap.mp4
4. Heatmap.srt
5. Univariate Analysis.mp4
5. Univariate Analysis.srt
6. Survived.mp4
6. Survived.srt
7. Pclass Part 1.mp4
7. Pclass Part 1.srt
8. Pclass Part 2.mp4
8. Pclass Part 2.srt
9. Sex Part 1.mp4
9. Sex Part 1.srt
10. Sex Part 2.mp4
10. Sex Part 2.srt
11. Sex Part 3.mp4
11. Sex Part 3.srt
12. Sex Part 4.mp4
12. Sex Part 4.srt
13. Sex Part 5.mp4
13. Sex Part 5.srt
14. Age Part 1.mp4
14. Age Part 1.srt
15. Age Part 2.mp4
15. Age Part 2.srt
16. Age Part 3.mp4
16. Age Part 3.srt
17. Age Part 4.mp4
17. Age Part 4.srt
18. Fare Part 1.mp4
18. Fare Part 1.srt
19. Fare Part 2.mp4
19. Fare Part 2.srt
20. Fare Part 3.mp4
20. Fare Part 3.srt
21. Fare Part 4.mp4
21. Fare Part 4.srt
22. Sibsp Part 1.mp4
22. Sibsp Part 1.srt
23. Sibsp Part 2.mp4
23. Sibsp Part 2.srt
24. Sibsp Part 3.mp4
24. Sibsp Part 3.srt
25. Sibsp Part 4.mp4
25. Sibsp Part 4.srt
26. Parch Part 1.mp4
26. Parch Part 1.srt
27. Parch Part 2.mp4
27. Parch Part 2.srt
28. Embarked.mp4
28. Embarked.srt
29. Who.mp4
29. Who.srt
12. Analysis and Visualization of Covid-19 Data
1. Introduction.mp4
1. Introduction.srt
2. Data Understanding.mp4
2. Data Understanding.srt
3. Import Packages.mp4
3. Import Packages.srt
4. Clone Latest Covid-19 Dataset.mp4
4. Clone Latest Covid-19 Dataset.srt
5. Import Cleaned Covid-19 Dataset.mp4
5. Import Cleaned Covid-19 Dataset.srt
6. Import Preprocessed Data.mp4
6. Import Preprocessed Data.srt
7. Scatter Plot for Confirmed Cases.mp4
7. Scatter Plot for Confirmed Cases.srt
8. Cases Timelaps on Worldmap.mp4
8. Cases Timelaps on Worldmap.srt
9. Total Cases on Ships.mp4
9. Total Cases on Ships.srt
10. Cases Over the Time with Area Plot Part 1.mp4
10. Cases Over the Time with Area Plot Part 1.srt
11. Cases Over the Time with Area Plot Part 2.mp4
11. Cases Over the Time with Area Plot Part 2.srt
12. Covid-19 Cases on Folium Map.mp4
12. Covid-19 Cases on Folium Map.srt
13. Confirmed Cases with Animation.mp4
13. Confirmed Cases with Animation.srt
14. Confirmed and Death Cases with Bar Plot.mp4
14. Confirmed and Death Cases with Bar Plot.srt
15. Confirmed and Death Cases with Colormap.mp4
15. Confirmed and Death Cases with Colormap.srt
16. Deaths per 100 Cases.mp4
16. Deaths per 100 Cases.srt
17. New Cases and Countries per Day.mp4
17. New Cases and Countries per Day.srt
18. Correction in Top 15 Countries Case Analysis Part 1.html
19. Top 15 Countries Case Analysis Part 1.mp4
19. Top 15 Countries Case Analysis Part 1.srt
20. Top 15 Countries Case Analysis Part 2.mp4
20. Top 15 Countries Case Analysis Part 2.srt
21. Top 15 Countries Case Analysis Part 3.mp4
21. Top 15 Countries Case Analysis Part 3.srt
22. Top 15 Countries Case Analysis Part 4.mp4
22. Top 15 Countries Case Analysis Part 4.srt
23. Top 15 Countries Case Analysis Part 5.mp4
23. Top 15 Countries Case Analysis Part 5.srt
24. Save Figures in PNG, JPEG, and PDF.mp4
24. Save Figures in PNG, JPEG, and PDF.srt
25. Scatter Plot for Deaths vs Confirmed Cases.mp4
25. Scatter Plot for Deaths vs Confirmed Cases.srt
26. Stacked Bar Plot.mp4
26. Stacked Bar Plot.srt
27. Stacked Line Plot.mp4
27. Stacked Line Plot.srt
28. Growth Rate After 100 Cases.mp4
28. Growth Rate After 100 Cases.srt
29. Growth Rate After 1000 Cases.mp4
29. Growth Rate After 1000 Cases.srt
30. Growth Rate After 10000 Cases.mp4
30. Growth Rate After 10000 Cases.srt
31. Growth Rate After 100k Cases.mp4
31. Growth Rate After 100k Cases.srt
32. Tree Map Analysis.mp4
32. Tree Map Analysis.srt
33. First and Last Case Report Time Part 1.mp4
33. First and Last Case Report Time Part 1.srt
34. First and Last Case Report Time Part 2.mp4
34. First and Last Case Report Time Part 2.srt
35. First and Last Case Report Time Part 3.mp4
35. First and Last Case Report Time Part 3.srt
36. Confirmed Cases by Country and Daywise.mp4
36. Confirmed Cases by Country and Daywise.srt
37. Covid-19 vs Other Epidemics.mp4
37. Covid-19 vs Other Epidemics.srt
13. Analysis and Visualization of Reviews Text Data
1. Introduction.mp4
1. Introduction.srt
2. Getting Started.mp4
2. Getting Started.srt
3. Data Import.mp4
3. Data Import.srt
4. Data Cleaning.mp4
4. Data Cleaning.srt
5. Feature Engineering.mp4
5. Feature Engineering.srt
6. Distribution of Sentiment Polarity.mp4
6. Distribution of Sentiment Polarity.srt
7. Distribution of Reviews Rating and Reviewers Age.mp4
7. Distribution of Reviews Rating and Reviewers Age.srt
8. Distribution of Review Text Length and Word Length.mp4
8. Distribution of Review Text Length and Word Length.srt
9. Distribution of Department, Division, and Class.mp4
9. Distribution of Department, Division, and Class.srt
10. Distribution of Unigram, Bigram and Trigram Part 1.mp4
10. Distribution of Unigram, Bigram and Trigram Part 1.srt
11. Distribution of Unigram, Bigram and Trigram Part 2.mp4
11. Distribution of Unigram, Bigram and Trigram Part 2.srt
12. Distribution of Unigram, Bigram and Trigram without STOP WORDS.mp4
12. Distribution of Unigram, Bigram and Trigram without STOP WORDS.srt
13. Distribution of Top 20 Parts-of-Speech POS tags.mp4
13. Distribution of Top 20 Parts-of-Speech POS tags.srt
14. Bivariate Analysis Part 1.mp4
14. Bivariate Analysis Part 1.srt
15. Bivariate Analysis Part 2.mp4
15. Bivariate Analysis Part 2.srt
16. Bivariate Analysis Part 3.mp4
16. Bivariate Analysis Part 3.srt
14. Analysis and Visualization of IPL Cricket Matches
1. Introduction.mp4
1. Introduction.srt
2. About Cricket Matches and Package Import.mp4
2. About Cricket Matches and Package Import.srt
3. Data Understanding.mp4
3. Data Understanding.srt
4. Wins and Lost Matches Analysis.mp4
4. Wins and Lost Matches Analysis.srt
5. MoM, City and Venue wise Analysis.mp4
5. MoM, City and Venue wise Analysis.srt
6. MI vs CSK Head to Head Matches.mp4
6. MI vs CSK Head to Head Matches.srt
7. Seasonwise Analysis.mp4
7. Seasonwise Analysis.srt
8. Ball by Ball Analysis.mp4
8. Ball by Ball Analysis.srt
15. Analysis and Visualization of FIFA World Cup Matches
1. Introduction.mp4
1. Introduction.srt
2. FIFA World Cup Data Import.mp4
2. FIFA World Cup Data Import.srt
3. Data Cleaning.mp4
3. Data Cleaning.srt
4. Most Number of World Cup Winning Title.mp4
4. Most Number of World Cup Winning Title.srt
5. Number of Goal Per Country.mp4
5. Number of Goal Per Country.srt
6. Attendance, Number of Teams, Goals, and Matches per Cup.mp4
6. Attendance, Number of Teams, Goals, and Matches per Cup.srt
7. Goals Per Team Per Word Cup.mp4
7. Goals Per Team Per Word Cup.srt
8. Matches with Highest Number of Attendance.mp4
8. Matches with Highest Number of Attendance.srt
9. Stadiums with Highest Average Attendance.mp4
9. Stadiums with Highest Average Attendance.srt
10. Match Outcomes by Home and Away Teams.mp4
10. Match Outcomes by Home and Away Teams.srt
16. Python Coding in Mobile
1. Introduction.mp4
1. Introduction.srt
2. Python in Mobile.mp4
2. Python in Mobile.srt
3. Matplotlib Plot in Mobile.mp4
3. Matplotlib Plot in Mobile.srt
4. Pandas Coding in Mobile.mp4
4. Pandas Coding in Mobile.srt
5. Seaborn Coding in Mobile.mp4
5. Seaborn Coding in Mobile.srt
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