Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn [TP]

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  • TypeTutorials
  • LanguageEnglish
  • Total size2 GB
  • Uploaded Bytutplanet
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  • Last checkedJun. 23rd '22
  • Date uploadedJun. 21st '22
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Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn [TP]

Learn to use NumPy, Pandas, Seaborn , Matplotlib for Data Manipulation and Exploration with Python

What you'll learn

Use Python for Data Science and Machine Learning
Learn to use Pandas for Data Analysis
Learn to use NumPy for Numerical Data
Learn to use Seaborn for statistical plots
Learn to use Matplotlib for Python Plotting
You will learn how to use Jupyter Notebook for exploratory computations using python.
For more Udemy Courses: https://tutorialsplanet.net

Files:

[Tutorialsplanet.NET] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn 0. Websites you may like
  • [Tutorialsplanet.NET].url (0.1 KB)
1. Introduction
  • 1. Course Introduction.mp4 (13.9 MB)
  • 1. Course Introduction.srt (4.5 KB)
  • 2. How to Download Course Notebooks.mp4 (38.1 MB)
  • 2. How to Download Course Notebooks.srt (6.2 KB)
  • 2.1 How to download course notebooks.pdf (140.2 KB)
  • 3. Overview of Course Curriculum.mp4 (27.1 MB)
  • 3. Overview of Course Curriculum.srt (5.9 KB)
10. Module 10 Data Wrangling1 Hierarchical Indexing
  • 1. Hierarchical Indexing.mp4 (31.2 MB)
  • 1. Hierarchical Indexing.srt (6.5 KB)
  • 2. Reordering and Sorting Index Levels.mp4 (14.3 MB)
  • 2. Reordering and Sorting Index Levels.srt (3.0 KB)
  • 3. Summary Statistics by Level.mp4 (17.3 MB)
  • 3. Summary Statistics by Level.srt (4.1 KB)
  • 4. Indexing with Columns in Dataframe.mp4 (23.1 MB)
  • 4. Indexing with Columns in Dataframe.srt (5.0 KB)
  • 5. Short Quiz.html (0.2 KB)
11. Module 11 Data Wrangling2 Combining and Merging Datasets
  • 1. Merging Datasets on Keys (common columns).mp4 (36.9 MB)
  • 1. Merging Datasets on Keys (common columns).srt (8.2 KB)
  • 2. Merging Datasets on Index.mp4 (15.0 MB)
  • 2. Merging Datasets on Index.srt (3.1 KB)
  • 3. Concatenating Along an Axis.mp4 (30.1 MB)
  • 3. Concatenating Along an Axis.srt (7.2 KB)
  • 4. Short Quiz.html (0.2 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
12. Module 12 Data Wrangling3 Reshaping and Pivoting
  • 1. Reshaping by Stacking and Unstacking.mp4 (26.5 MB)
  • 1. Reshaping by Stacking and Unstacking.srt (5.6 KB)
  • 2. Reshaping by Melting (Wide to Long ).mp4 (9.5 MB)
  • 2. Reshaping by Melting (Wide to Long ).srt (5.9 KB)
  • 3. Reshaping by Pivoting (Long to Wide).mp4 (28.9 MB)
  • 3. Reshaping by Pivoting (Long to Wide).srt (6.4 KB)
  • 4. Short Quiz.html (0.2 KB)
13. Module 13 Data Visualization with Matplotlib and Seaborn
  • 1. Introducing Matplotlib Library.mp4 (11.5 MB)
  • 1. Introducing Matplotlib Library.srt (3.2 KB)
  • 10. Bar Plots with Dataframes.mp4 (20.6 MB)
  • 10. Bar Plots with Dataframes.srt (4.2 KB)
  • 11. Bar Plots with Seaborn.mp4 (25.7 MB)
  • 11. Bar Plots with Seaborn.srt (5.6 KB)
  • 12. Histograms and Density Plots.mp4 (27.8 MB)
  • 12. Histograms and Density Plots.srt (5.1 KB)
  • 13. Scatter Plots and Pair Plots.mp4 (35.8 MB)
  • 13. Scatter Plots and Pair Plots.srt (5.4 KB)
  • 14. Factor Plots for Categorical Data.mp4 (27.3 MB)
  • 14. Factor Plots for Categorical Data.srt (6.4 KB)
  • 15. Short Quiz.html (0.2 KB)
  • 2. Creating Figures and Subplots.mp4 (31.2 MB)
  • 2. Creating Figures and Subplots.srt (6.7 KB)
  • 3. Changing Colors, Markers and Linestyle.mp4 (21.9 MB)
  • 3. Changing Colors, Markers and Linestyle.srt (4.0 KB)
  • 4. Customizing Ticks and Labels.mp4 (28.6 MB)
  • 4. Customizing Ticks and Labels.srt (4.9 KB)
  • 5. Adding Legends.mp4 (24.6 MB)
  • 5. Adding Legends.srt (4.4 KB)
  • 6. Adding Texts and Arrows on a Plot.mp4 (23.4 MB)
  • 6. Adding Texts and Arrows on a Plot.srt (4.9 KB)
  • 7. Adding Annotations and Drawings on a Plot.mp4 (31.5 MB)
  • 7. Adding Annotations and Drawings on a Plot.srt (7.6 KB)
  • 8. Saving Plots to a File.mp4 (18.1 MB)
  • 8. Saving Plots to a File.srt (3.9 KB)
  • 9. Line Plots with Dataframe.mp4 (26.7 MB)
  • 9. Line Plots with Dataframe.srt (4.8 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
14. Module 14 Time Series
  • 1. Date and time Data types.mp4 (20.2 MB)
  • 1. Date and time Data types.srt (4.5 KB)
  • 2. Converting Between String and Datetime.mp4 (25.9 MB)
  • 2. Converting Between String and Datetime.srt (5.3 KB)
  • 3. Basics of Time Series.mp4 (32.8 MB)
  • 3. Basics of Time Series.srt (7.4 KB)
  • 4. Generating Date Ranges.mp4 (29.5 MB)
  • 4. Generating Date Ranges.srt (4.6 KB)
  • 5. Shifting Data Through Time (Lagging and Leading).mp4 (33.2 MB)
  • 5. Shifting Data Through Time (Lagging and Leading).srt (6.6 KB)
  • 6. Handling Time Zone.mp4 (33.5 MB)
  • 6. Handling Time Zone.srt (5.7 KB)
  • 7. Resampling and Frequency Conversion.mp4 (23.1 MB)
  • 7. Resampling and Frequency Conversion.srt (5.5 KB)
  • 8. Rolling and Moving Windows.mp4 (29.8 MB)
  • 8. Rolling and Moving Windows.srt (6.7 KB)
  • 9. Short Quiz.html (0.2 KB)
15. Module 15 Real World Data Analysis Example
  • 1. Housing Dataset Analysis -Part One.mp4 (10.8 MB)
  • 1. Housing Dataset Analysis -Part One.srt (4.2 KB)
  • 2. Housing Dataset Analysis -Part Two.mp4 (23.3 MB)
  • 2. Housing Dataset Analysis -Part Two.srt (4.2 KB)
  • 3. Housing Dataset Analysis -Part Three.mp4 (29.7 MB)
  • 3. Housing Dataset Analysis -Part Three.srt (4.5 KB)
  • 4. Housing Dataset Analysis -Part Four.mp4 (31.9 MB)
  • 4. Housing Dataset Analysis -Part Four.srt (6.2 KB)
  • 5. Housing Dataset Analysis -Part Five.mp4 (40.0 MB)
  • 5. Housing Dataset Analysis -Part Five.srt (8.7 KB)
  • [Tutorialsplanet.NET].url (0.1 KB)
2. Module 2 Setting Python Environment
  • 1. Decide Which Python Environment to Use.mp4 (12.0 MB)
  • 1. Decide Which Python Environment to Use.srt (4.2 KB)
  • 2. Local environment Installing Anaconda.mp4 (10.4 MB)
  • 2. Local environment Installing Anaconda.srt (4.2 KB)
  • 3. Cloud Environment Google Colab Jupyter Notebooks.mp4 (20.2 MB)
  • 3. Cloud Environment Google Colab Jupyter Notebooks.srt (5.3 KB)
3. Module 3 Working with Jupyter Notebooks
  • 1. Running Jupyter Notebook.mp4 (28.8 MB)
  • 1. Running Jupyter Notebook.srt (5.9 KB)
  • 2. Tour In Basics of Jupyter Notebooks.mp4 (26.9 MB)
  • 2. Tour In Ba

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