Udemy - Python Data Analysis NumPy & Pandas Masterclass (7.2024)

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Udemy - Python Data Analysis NumPy & Pandas Masterclass (7.2024)

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收录时间：2025-08-07
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文件列表

  • 07 - MID-COURSE PROJECT/002 SOLUTION Mid-Course Project.mp4 143.1 MB
  • 11 - FINAL COURSE PROJECT/002 SOLUTION Final Project.mp4 126.0 MB
  • 04 - Intro to DataFrames/047 PRO TIP Multiple Column Creation with Assign.mp4 44.8 MB
  • 06 - Basic Data Visualization in Python/001 The matplotlib API & The .plot() Method.mp4 39.5 MB
  • 07 - MID-COURSE PROJECT/001 Mid-Course Project Intro.mp4 39.5 MB
  • 05 - Aggregating & Reshaping DataFrames/023 Pivot Tables in Pandas.mp4 38.4 MB
  • 01 - Getting Started/003 Data-Analysis-With-Python-Pandas.pdf 38.2 MB
  • 08 - Analyzing Dates & Times/002 Converting To Datetimes.mp4 37.5 MB
  • 03 - Pandas Series/030 Fixing Missing Data.mp4 33.9 MB
  • 05 - Aggregating & Reshaping DataFrames/030 SOLUTION Pivot & Melt.mp4 33.3 MB
  • 10 - Joining DataFrames/012 SOLUTION Joining DataFrames.mp4 31.9 MB
  • 01 - Getting Started/006 Jupyter Installation & Launch.mp4 31.4 MB
  • 01 - Getting Started/003 Pandas-Course-Resources.zip 31.4 MB
  • 02 - NumPy Primer/002 Numpy Arrays & Array Properties.mp4 31.4 MB
  • 03 - Pandas Series/001 Series Basics.mp4 31.0 MB
  • 04 - Intro to DataFrames/016 Dropping Columns & Rows.mp4 30.3 MB
  • 05 - Aggregating & Reshaping DataFrames/015 The Agg Method & Named Aggregations.mp4 29.6 MB
  • 04 - Intro to DataFrames/029 SOLUTION Filtering DataFrames.mp4 29.5 MB
  • 03 - Pandas Series/002 Pandas Data Types & Type Conversion.mp4 28.9 MB
  • 06 - Basic Data Visualization in Python/011 Subplots & Figure Size.mp4 28.4 MB
  • 05 - Aggregating & Reshaping DataFrames/019 PRO TIP Transforming DataFrames.mp4 28.3 MB
  • 02 - NumPy Primer/015 Array Operations.mp4 27.6 MB
  • 02 - NumPy Primer/006 Array Creation.mp4 27.6 MB
  • 02 - NumPy Primer/019 Filtering Arrays & Modifying Array Values.mp4 27.4 MB
  • 06 - Basic Data Visualization in Python/005 Chart Colors.mp4 26.7 MB
  • 02 - NumPy Primer/034 SOLUTION Bringing it all together.mp4 26.6 MB
  • 01 - Getting Started/001 Course Structure & Outline.mp4 26.1 MB
  • 06 - Basic Data Visualization in Python/008 Chart Styles.mp4 25.8 MB
  • 09 - Importing & Exporting Data/010 Importing from Text & Excel Files.mp4 24.9 MB
  • 06 - Basic Data Visualization in Python/018 Pie Charts & Scatterplots.mp4 24.6 MB
  • 09 - Importing & Exporting Data/007 SOLUTION Importing Data.mp4 24.2 MB
  • 06 - Basic Data Visualization in Python/014 Bar Charts.mp4 23.5 MB
  • 05 - Aggregating & Reshaping DataFrames/010 Multi-Index DataFrames.mp4 21.6 MB
  • 10 - Joining DataFrames/002 Appending DataFrames.mp4 21.6 MB
  • 11 - FINAL COURSE PROJECT/001 Final Project Intro.mp4 21.6 MB
  • 05 - Aggregating & Reshaping DataFrames/022 SOLUTION Transforming a DataFrame.mp4 21.3 MB
  • 08 - Analyzing Dates & Times/008 Time Deltas & Arithmetic.mp4 21.1 MB
  • 10 - Joining DataFrames/009 Left Joins.mp4 21.0 MB
  • 05 - Aggregating & Reshaping DataFrames/027 Melting DataFrames.mp4 20.5 MB
  • 08 - Analyzing Dates & Times/003 Formatting Dates.mp4 20.5 MB
  • 06 - Basic Data Visualization in Python/015 Grouped & Stacked Bar Charts.mp4 20.5 MB
  • 03 - Pandas Series/038 SOLUTION Apply & Where.mp4 20.4 MB
  • 05 - Aggregating & Reshaping DataFrames/026 PRO TIP Pivot Table Heatmaps.mp4 20.1 MB
  • 08 - Analyzing Dates & Times/022 Aggregation & Resampling.mp4 19.6 MB
  • 04 - Intro to DataFrames/038 Arithmetic & Boolean Column Creation.mp4 19.2 MB
  • 04 - Intro to DataFrames/057 SOLUTION DataFrame DataTypes.mp4 18.9 MB
  • 04 - Intro to DataFrames/030 Sorting DataFrames.mp4 18.6 MB
  • 08 - Analyzing Dates & Times/026 Rolling Aggregations.mp4 18.6 MB
  • 03 - Pandas Series/022 SOLUTION Series Operations.mp4 18.5 MB
  • 06 - Basic Data Visualization in Python/007 Chart Legends & Gridlines.mp4 18.4 MB
  • 04 - Intro to DataFrames/007 Exploring DataFrames Info & Describe.mp4 17.9 MB
  • 09 - Importing & Exporting Data/015 Working With SQL Databases.mp4 17.5 MB
  • 02 - NumPy Primer/011 Indexing & Slicing Arrays.mp4 17.5 MB
  • 02 - NumPy Primer/031 Broadcasting.mp4 17.3 MB
  • 03 - Pandas Series/019 Text Series Operations.mp4 17.0 MB
  • 04 - Intro to DataFrames/054 PRO TIP Downcasting Numeric Data Types.mp4 17.0 MB
  • 04 - Intro to DataFrames/041 SOLUTION Arithmetic & Boolean Columns.mp4 16.9 MB
  • 04 - Intro to DataFrames/051 The Categorical Data Type.mp4 16.9 MB
  • 10 - Joining DataFrames/008 Inner Joins.mp4 16.4 MB
  • 04 - Intro to DataFrames/017 Identifying & Dropping Duplicates.mp4 16.4 MB
  • 03 - Pandas Series/013 Filtering Series & Logical Tests.mp4 16.4 MB
  • 04 - Intro to DataFrames/045 SOLUTION The Select Function.mp4 16.0 MB
  • 03 - Pandas Series/023 Numerical Series Aggregation.mp4 15.5 MB
  • 02 - NumPy Primer/023 SOLUTION Filtering & Modifying Arrays.mp4 15.5 MB
  • 09 - Importing & Exporting Data/001 Preprocessing with read_csv.mp4 15.5 MB
  • 02 - NumPy Primer/001 Pandas & NumPy Intro.mp4 15.3 MB
  • 03 - Pandas Series/008 The .loc Accessor.mp4 15.3 MB
  • 09 - Importing & Exporting Data/016 Other Supported File Formats.mp4 15.1 MB
  • 04 - Intro to DataFrames/042 PRO TIP Advanced Conditional Columns with Select.mp4 15.1 MB
  • 03 - Pandas Series/035 Pandas Where (vs. NumPy Where).mp4 15.0 MB
  • 04 - Intro to DataFrames/053 PRO TIP Memory Usage & DataTypes.mp4 15.0 MB
  • 02 - NumPy Primer/025 Array Functions.mp4 14.9 MB
  • 02 - NumPy Primer/018 SOLUTION Array Operations.mp4 14.8 MB
  • 08 - Analyzing Dates & Times/013 Missing Time Series Data.mp4 14.6 MB
  • 02 - NumPy Primer/007 Random Number Generation.mp4 14.1 MB
  • 06 - Basic Data Visualization in Python/004 Chart Titles.mp4 13.9 MB
  • 04 - Intro to DataFrames/026 PRO TIP The Query Method.mp4 13.9 MB
  • 05 - Aggregating & Reshaping DataFrames/006 Grouping By Multiple Columns.mp4 13.7 MB
  • 06 - Basic Data Visualization in Python/021 Histograms.mp4 13.7 MB
  • 08 - Analyzing Dates & Times/004 Date & Time Parts.mp4 13.3 MB
  • 05 - Aggregating & Reshaping DataFrames/018 SOLUTION The Agg Method.mp4 13.3 MB
  • 05 - Aggregating & Reshaping DataFrames/011 Modifying Multi-Indices.mp4 13.1 MB
  • 04 - Intro to DataFrames/001 DataFrame Basics.mp4 12.9 MB
  • 03 - Pandas Series/017 SOLUTION Sorting & Filtering Series.mp4 12.9 MB
  • 09 - Importing & Exporting Data/002 Column Selection.mp4 12.6 MB
  • 02 - NumPy Primer/010 SOLUTION Array Creation.mp4 12.5 MB
  • 03 - Pandas Series/005 SOLUTION Data Types & Type Conversion.mp4 12.4 MB
  • 03 - Pandas Series/009 Duplicate Index Values & Resetting The Index.mp4 12.3 MB
  • 04 - Intro to DataFrames/002 Creating a DataFrame.mp4 12.3 MB
  • 03 - Pandas Series/012 SOLUTION Accessing Data & Resetting The Index.mp4 12.3 MB
  • 02 - NumPy Primer/024 Array Aggregation.mp4 12.3 MB
  • 05 - Aggregating & Reshaping DataFrames/014 SOLUTION Multi-Index DataFrames.mp4 12.3 MB
  • 03 - Pandas Series/006 The Series Index & Custom Indices.mp4 12.1 MB
  • 08 - Analyzing Dates & Times/021 SOLUTION Shift & Diff.mp4 12.1 MB
  • 03 - Pandas Series/018 Numeric Series Operations.mp4 12.1 MB
  • 04 - Intro to DataFrames/046 The Map Method.mp4 12.1 MB
  • 08 - Analyzing Dates & Times/012 Time Series Indices.mp4 12.0 MB
  • 03 - Pandas Series/007 The .iloc Accessor.mp4 11.9 MB
  • 05 - Aggregating & Reshaping DataFrames/002 The Groupby Method.mp4 11.8 MB
  • 08 - Analyzing Dates & Times/007 SOLUTION Pandas Datetime Basics.mp4 11.7 MB
  • 04 - Intro to DataFrames/012 Accessing DataFrame Data with .iloc & .loc.mp4 11.6 MB
  • 03 - Pandas Series/027 SOLUTION Series Aggregation.mp4 11.5 MB
  • 04 - Intro to DataFrames/025 Filtering DataFrames.mp4 11.5 MB
  • 04 - Intro to DataFrames/010 SOLUTION Exploring a DataFrame.mp4 11.2 MB
  • 06 - Basic Data Visualization in Python/003 SOLUTION Basic Line Chart.mp4 10.8 MB
  • 02 - NumPy Primer/020 The Where Function.mp4 10.6 MB
  • 02 - NumPy Primer/014 SOLUTION Indexing & Slicing Arrays.mp4 10.6 MB
  • 08 - Analyzing Dates & Times/016 SOLUTION Missing Time Series Data.mp4 10.4 MB
  • 04 - Intro to DataFrames/011 Accessing DataFrame Columns.mp4 10.3 MB
  • 02 - NumPy Primer/017 ASSIGNMENT Array Operations.mp4 10.2 MB
  • 06 - Basic Data Visualization in Python/013 SOLUTION Subplots.mp4 10.1 MB
  • 03 - Pandas Series/028 Missing Data Representation in Pandas.mp4 9.9 MB
  • 08 - Analyzing Dates & Times/017 Shifting Time Series.mp4 9.8 MB
  • 10 - Joining DataFrames/011 ASSIGNMENT Joining DataFrames.mp4 9.3 MB
  • 02 - NumPy Primer/030 Vectorization.mp4 9.2 MB
  • 05 - Aggregating & Reshaping DataFrames/001 Basic Aggregations.mp4 9.2 MB
  • 09 - Importing & Exporting Data/006 ASSIGNMENT Importing Data.mp4 9.0 MB
  • 02 - NumPy Primer/033 ASSIGNMENT Bringing it all together.mp4 8.9 MB
  • 06 - Basic Data Visualization in Python/006 Line Styles.mp4 8.8 MB
  • 09 - Importing & Exporting Data/003 Row Selection & Missing Values.mp4 8.8 MB
  • 10 - Joining DataFrames/005 SOLUTION Appending DataFrames.mp4 8.8 MB
  • 02 - NumPy Primer/004 ASSIGNMENT Array Basics.mp4 8.6 MB
  • 09 - Importing & Exporting Data/014 SOLUTION Importing & Exporting Excel Data.mp4 8.6 MB
  • 08 - Analyzing Dates & Times/015 ASSIGNMENT Missing Time Series Data.mp4 8.6 MB
  • 04 - Intro to DataFrames/037 SOLUTION Renaming & Reordering Columns.mp4 8.5 MB
  • 01 - Getting Started/005 Setting Expectations.mp4 8.5 MB
  • 09 - Importing & Exporting Data/005 PRO TIP Converters.mp4 8.1 MB
  • 06 - Basic Data Visualization in Python/024 Saving Plots & Further Exploration.mp4 8.0 MB
  • 08 - Analyzing Dates & Times/011 SOLUTION Time Deltas.mp4 8.0 MB
  • 03 - Pandas Series/004 ASSIGNMENT Data Types & Type Conversion.mp4 8.0 MB
  • 06 - Basic Data Visualization in Python/012 ASSIGNMENT Subplots.mp4 7.8 MB
  • 04 - Intro to DataFrames/033 SOLUTION Sorting DataFrames.mp4 7.8 MB
  • 04 - Intro to DataFrames/049 ASSIGNMENT Map & Assign.mp4 7.7 MB
  • 04 - Intro to DataFrames/050 SOLUTION Map & Assign.mp4 7.7 MB
  • 04 - Intro to DataFrames/021 Missing Data.mp4 7.6 MB
  • 04 - Intro to DataFrames/040 ASSIGNMENT Arithmetic & Boolean Columns.mp4 7.6 MB
  • 10 - Joining DataFrames/007 Join Types.mp4 7.5 MB
  • 04 - Intro to DataFrames/015 SOLUTION Accessing DataFrame Data.mp4 7.5 MB
  • 09 - Importing & Exporting Data/008 Parsing Dates & Data Types.mp4 7.5 MB
  • 04 - Intro to DataFrames/004 Exploring DataFrames Heads, Tails & Sample.mp4 7.5 MB
  • 03 - Pandas Series/021 ASSIGNMENT Series Operations.mp4 7.4 MB
  • 03 - Pandas Series/011 ASSIGNMENT Accessing Data & Resetting The Index.mp4 7.4 MB
  • 03 - Pandas Series/034 Applying Custom Functions to Series.mp4 7.4 MB
  • 06 - Basic Data Visualization in Python/017 SOLUTION Bar Charts.mp4 7.1 MB
  • 05 - Aggregating & Reshaping DataFrames/009 SOLUTION Grouping By Multiple Columns.mp4 7.1 MB
  • 02 - NumPy Primer/029 SOLUTION Aggregation & Sorting.mp4 7.1 MB
  • 10 - Joining DataFrames/004 ASSIGNMENT Appending DataFrames.mp4 7.0 MB
  • 02 - NumPy Primer/005 SOLUTION Array Basics.mp4 6.9 MB
  • 05 - Aggregating & Reshaping DataFrames/025 Multiple Aggregation Pivot Tables.mp4 6.9 MB
  • 02 - NumPy Primer/026 Sorting Arrays.mp4 6.9 MB
  • 02 - NumPy Primer/022 ASSIGNMENT Filtering & Modifying Arrays.mp4 6.8 MB
  • 03 - Pandas Series/024 Categorical Series Aggregation.mp4 6.7 MB
  • 09 - Importing & Exporting Data/013 ASSIGNMENT Importing & Exporting Excel Data.mp4 6.7 MB
  • 04 - Intro to DataFrames/034 Renaming & Reordering Columns.mp4 6.7 MB
  • 05 - Aggregating & Reshaping DataFrames/029 ASSIGNMENT Pivot & Melt.mp4 6.7 MB
  • 03 - Pandas Series/014 Sorting Series.mp4 6.6 MB
  • 08 - Analyzing Dates & Times/018 PRO TIP DIFF().mp4 6.5 MB
  • 08 - Analyzing Dates & Times/001 Times in Python and Pandas.mp4 6.5 MB
  • 06 - Basic Data Visualization in Python/020 SOLUTION Scatterplots.mp4 6.2 MB
  • 06 - Basic Data Visualization in Python/010 SOLUTION Stylized Line Chart.mp4 6.1 MB
  • 02 - NumPy Primer/028 ASSIGNMENT Aggregation & Sorting.mp4 6.0 MB
  • 04 - Intro to DataFrames/044 ASSIGNMENT The Select Function.mp4 5.8 MB
  • 05 - Aggregating & Reshaping DataFrames/005 SOLUTION Groupby.mp4 5.7 MB
  • 08 - Analyzing Dates & Times/006 ASSIGNMENT Pandas Datetime Basics.mp4 5.6 MB
  • 04 - Intro to DataFrames/020 SOLUTION Dropping Data.mp4 5.5 MB
  • 08 - Analyzing Dates & Times/025 SOLUTION Resampling.mp4 5.4 MB
  • 01 - Getting Started/004 Introducing the Course Project.mp4 5.4 MB
  • 10 - Joining DataFrames/006 Joining DataFrames.mp4 5.2 MB
  • 05 - Aggregating & Reshaping DataFrames/031 Key Takeaways.mp4 5.1 MB
  • 04 - Intro to DataFrames/024 SOLUTION Missing Data.mp4 5.0 MB
  • 02 - NumPy Primer/009 ASSIGNMENT Array Creation.mp4 4.9 MB
  • 04 - Intro to DataFrames/056 ASSIGNMENT DataFrame DataTypes.mp4 4.7 MB
  • 10 - Joining DataFrames/001 Why Multiple Tables.mp4 4.7 MB
  • 03 - Pandas Series/033 SOLUTION Missing Data.mp4 4.7 MB
  • 03 - Pandas Series/029 Identifying Missing Data.mp4 4.6 MB
  • 06 - Basic Data Visualization in Python/016 ASSIGNMENT Bar Charts.mp4 4.6 MB
  • 05 - Aggregating & Reshaping DataFrames/017 ASSIGNMENT The Agg Method.mp4 4.5 MB
  • 06 - Basic Data Visualization in Python/019 ASSIGNMENT Scatterplots.mp4 4.4 MB
  • 05 - Aggregating & Reshaping DataFrames/013 ASSIGNMENT Multi-Index DataFrames.mp4 4.4 MB
  • 08 - Analyzing Dates & Times/020 ASSIGNMENT Shift & Diff.mp4 4.3 MB
  • 10 - Joining DataFrames/013 The Join Method.mp4 4.3 MB
  • 08 - Analyzing Dates & Times/010 ASSIGNMENT Time Deltas.mp4 4.3 MB
  • 03 - Pandas Series/016 ASSIGNMENT Sorting & Filtering Series.mp4 4.2 MB
  • 09 - Importing & Exporting Data/011 Exporting to Flat Files.mp4 4.2 MB
  • 05 - Aggregating & Reshaping DataFrames/021 ASSIGNMENT Transforming a DataFrame.mp4 4.2 MB
  • 04 - Intro to DataFrames/052 Type Conversion.mp4 4.0 MB
  • 04 - Intro to DataFrames/006 SOLUTION DataFrame Basics.mp4 4.0 MB
  • 02 - NumPy Primer/035 Key Takeaways.mp4 4.0 MB
  • 04 - Intro to DataFrames/058 Key Takeways.mp4 3.8 MB
  • 06 - Basic Data Visualization in Python/025 Key Takeaways.mp4 3.7 MB
  • 03 - Pandas Series/037 ASSIGNMENT Apply & Where.mp4 3.7 MB
  • 06 - Basic Data Visualization in Python/009 ASSIGNMENT Stylized Line Chart.mp4 3.7 MB
  • 05 - Aggregating & Reshaping DataFrames/004 ASSIGNMENT Groupby.mp4 3.6 MB
  • 06 - Basic Data Visualization in Python/023 SOLUTION Histograms.mp4 3.6 MB
  • 05 - Aggregating & Reshaping DataFrames/008 ASSIGNMENT Grouping By Multiple Columns.mp4 3.6 MB
  • 08 - Analyzing Dates & Times/030 Key Takeaways.mp4 3.6 MB
  • 04 - Intro to DataFrames/028 ASSIGNMENT Filtering DataFrames.mp4 3.5 MB
  • 04 - Intro to DataFrames/032 ASSIGNMENT Sorting DataFrames.mp4 3.3 MB
  • 04 - Intro to DataFrames/014 ASSIGNMENT Accessing DataFrame Data.mp4 3.2 MB
  • 04 - Intro to DataFrames/036 ASSIGNMENT Renaming & Reordering Columns.mp4 3.0 MB
  • 10 - Joining DataFrames/014 Key Takeaways.mp4 3.0 MB
  • 08 - Analyzing Dates & Times/029 SOLUTION Rolling Aggregations.mp4 2.9 MB
  • 03 - Pandas Series/039 Key Takeaways.mp4 2.9 MB
  • 04 - Intro to DataFrames/009 ASSIGNMENT Exploring a DataFrame.mp4 2.7 MB
  • 02 - NumPy Primer/013 ASSIGNMENT Indexing & Slicing Arrays.mp4 2.7 MB
  • 09 - Importing & Exporting Data/017 Key Takeaways.mp4 2.7 MB
  • 03 - Pandas Series/026 ASSIGNMENT Series Aggregation.mp4 2.6 MB
  • 04 - Intro to DataFrames/019 ASSIGNMENT Dropping Data.mp4 2.6 MB
  • 04 - Intro to DataFrames/023 ASSIGNMENT Missing Data.mp4 2.6 MB
  • 06 - Basic Data Visualization in Python/002 ASSIGNMENT Basic Line Chart.mp4 2.4 MB
  • 03 - Pandas Series/032 ASSIGNMENT Missing Data.mp4 2.3 MB
  • 04 - Intro to DataFrames/005 ASSIGNMENT DataFrame Basics.mp4 2.2 MB
  • 08 - Analyzing Dates & Times/028 ASSIGNMENT Rolling Aggregations.mp4 2.1 MB
  • 08 - Analyzing Dates & Times/024 ASSIGNMENT Resampling.mp4 1.7 MB
  • 06 - Basic Data Visualization in Python/022 ASSIGNMENT Histograms.mp4 1.3 MB
  • 07 - MID-COURSE PROJECT/002 SOLUTION Mid-Course Project.srt 29.9 kB
  • 11 - FINAL COURSE PROJECT/002 SOLUTION Final Project.srt 27.7 kB
  • 04 - Intro to DataFrames/059 QUIZ Intro to DataFrames.html 18.4 kB
  • 02 - NumPy Primer/036 QUIZ NumPy Primer.html 18.3 kB
  • 05 - Aggregating & Reshaping DataFrames/032 QUIZ Aggregating & Reshaping DataFrames.html 17.3 kB
  • 06 - Basic Data Visualization in Python/026 QUIZ Basic Data Visualization in Python.html 17.2 kB
  • 02 - NumPy Primer/019 Filtering Arrays & Modifying Array Values.srt 17.0 kB
  • 08 - Analyzing Dates & Times/031 QUIZ Analyzing Dates & Times.html 16.6 kB
  • 03 - Pandas Series/040 QUIZ Pandas Series.html 16.4 kB
  • 02 - NumPy Primer/011 Indexing & Slicing Arrays.srt 15.9 kB
  • 03 - Pandas Series/030 Fixing Missing Data.srt 15.5 kB
  • 06 - Basic Data Visualization in Python/001 The matplotlib API & The .plot() Method.srt 15.5 kB
  • 10 - Joining DataFrames/015 QUIZ Joining DataFrames.html 14.8 kB
  • 09 - Importing & Exporting Data/018 QUIZ Importing & Exporting Data.html 14.0 kB
  • 04 - Intro to DataFrames/007 Exploring DataFrames Info & Describe.srt 13.5 kB
  • 07 - MID-COURSE PROJECT/001 Mid-Course Project Intro.srt 13.5 kB
  • 02 - NumPy Primer/006 Array Creation.srt 13.1 kB
  • 04 - Intro to DataFrames/047 PRO TIP Multiple Column Creation with Assign.srt 13.1 kB
  • 03 - Pandas Series/013 Filtering Series & Logical Tests.srt 12.9 kB
  • 02 - NumPy Primer/025 Array Functions.srt 12.5 kB
  • 02 - NumPy Primer/015 Array Operations.srt 12.4 kB
  • 05 - Aggregating & Reshaping DataFrames/010 Multi-Index DataFrames.srt 12.3 kB
  • 02 - NumPy Primer/002 Numpy Arrays & Array Properties.srt 12.1 kB
  • 03 - Pandas Series/001 Series Basics.srt 12.0 kB
  • 03 - Pandas Series/019 Text Series Operations.srt 12.0 kB
  • 05 - Aggregating & Reshaping DataFrames/015 The Agg Method & Named Aggregations.srt 11.8 kB
  • 12 - BONUS LESSON/001 BONUS LESSON.html 11.5 kB
  • 04 - Intro to DataFrames/017 Identifying & Dropping Duplicates.srt 11.5 kB
  • 02 - NumPy Primer/031 Broadcasting.srt 11.4 kB
  • 04 - Intro to DataFrames/030 Sorting DataFrames.srt 11.1 kB
  • 08 - Analyzing Dates & Times/008 Time Deltas & Arithmetic.srt 11.1 kB
  • 03 - Pandas Series/006 The Series Index & Custom Indices.srt 11.0 kB
  • 10 - Joining DataFrames/003 Appending DataFrames.html 11.0 kB
  • 03 - Pandas Series/008 The .loc Accessor.srt 10.9 kB
  • 03 - Pandas Series/002 Pandas Data Types & Type Conversion.srt 10.8 kB
  • 04 - Intro to DataFrames/029 SOLUTION Filtering DataFrames.srt 10.8 kB
  • 09 - Importing & Exporting Data/015 Working With SQL Databases.srt 10.6 kB
  • 06 - Basic Data Visualization in Python/018 Pie Charts & Scatterplots.srt 10.6 kB
  • 03 - Pandas Series/018 Numeric Series Operations.srt 10.3 kB
  • 03 - Pandas Series/035 Pandas Where (vs. NumPy Where).srt 10.2 kB
  • 02 - NumPy Primer/024 Array Aggregation.srt 10.2 kB
  • 08 - Analyzing Dates & Times/002 Converting To Datetimes.srt 10.2 kB
  • 05 - Aggregating & Reshaping DataFrames/023 Pivot Tables in Pandas.srt 10.2 kB
  • 01 - Getting Started/006 Jupyter Installation & Launch.srt 10.2 kB
  • 03 - Pandas Series/009 Duplicate Index Values & Resetting The Index.srt 10.1 kB
  • 04 - Intro to DataFrames/053 PRO TIP Memory Usage & DataTypes.srt 10.1 kB
  • 02 - NumPy Primer/034 SOLUTION Bringing it all together.srt 10.1 kB
  • 04 - Intro to DataFrames/016 Dropping Columns & Rows.srt 10.0 kB
  • 04 - Intro to DataFrames/012 Accessing DataFrame Data with .iloc & .loc.srt 10.0 kB
  • 11 - FINAL COURSE PROJECT/001 Final Project Intro.srt 10.0 kB
  • 02 - NumPy Primer/007 Random Number Generation.srt 9.8 kB
  • 05 - Aggregating & Reshaping DataFrames/019 PRO TIP Transforming DataFrames.srt 9.8 kB
  • 06 - Basic Data Visualization in Python/014 Bar Charts.srt 9.7 kB
  • 10 - Joining DataFrames/010 Left Joins.html 9.7 kB
  • 05 - Aggregating & Reshaping DataFrames/027 Melting DataFrames.srt 9.6 kB
  • 03 - Pandas Series/023 Numerical Series Aggregation.srt 9.3 kB
  • 09 - Importing & Exporting Data/001 Preprocessing with read_csv.srt 9.2 kB
  • 09 - Importing & Exporting Data/010 Importing from Text & Excel Files.srt 9.1 kB
  • 04 - Intro to DataFrames/051 The Categorical Data Type.srt 9.0 kB
  • 04 - Intro to DataFrames/038 Arithmetic & Boolean Column Creation.srt 9.0 kB
  • 05 - Aggregating & Reshaping DataFrames/030 SOLUTION Pivot & Melt.srt 8.9 kB
  • 10 - Joining DataFrames/012 SOLUTION Joining DataFrames.srt 8.9 kB
  • 04 - Intro to DataFrames/042 PRO TIP Advanced Conditional Columns with Select.srt 8.9 kB
  • 08 - Analyzing Dates & Times/019 DIFF().html 8.8 kB
  • 06 - Basic Data Visualization in Python/011 Subplots & Figure Size.srt 8.8 kB
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