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

文件列表

• 01 - Getting Started12 项
  • 001 Course Structure & Outline.mp424.84 MB
  • 001 Course Structure & Outline.srt0.00 MB
  • 002 READ ME Important Notes for New Students.html0.00 MB
  • 003 Data-Analysis-With-Python-Pandas.pdf36.47 MB
  • 003 DOWNLOAD Course Resources.html0.00 MB
  • 003 Pandas-Course-Resources.zip29.93 MB
  • 004 Introducing the Course Project.mp45.11 MB
  • 004 Introducing the Course Project.srt0.00 MB
  • 005 Setting Expectations.mp48.06 MB
  • 005 Setting Expectations.srt0.00 MB
  • 006 Jupyter Installation & Launch.mp429.98 MB
  • 006 Jupyter Installation & Launch.srt0.01 MB
• 02 - NumPy Primer64 项
  • 001 Pandas & NumPy Intro.mp414.63 MB
  • 001 Pandas & NumPy Intro.srt0.00 MB
  • 002 Numpy Arrays & Array Properties.mp429.91 MB
  • 002 Numpy Arrays & Array Properties.srt0.01 MB
  • 003 NumPy Arrays.html0.00 MB
  • 004 ASSIGNMENT Array Basics.mp48.22 MB
  • 004 ASSIGNMENT Array Basics.srt0.00 MB
  • 005 SOLUTION Array Basics.mp46.59 MB
  • 005 SOLUTION Array Basics.srt0.00 MB
  • 006 Array Creation.mp426.31 MB
  • 006 Array Creation.srt0.01 MB
  • 007 Random Number Generation.mp413.46 MB
  • 007 Random Number Generation.srt0.01 MB
  • 008 Random Number Generation.html0.01 MB
  • 009 ASSIGNMENT Array Creation.mp44.64 MB
  • 009 ASSIGNMENT Array Creation.srt0.00 MB
  • 010 SOLUTION Array Creation.mp411.89 MB
  • 010 SOLUTION Array Creation.srt0.01 MB
  • 011 Indexing & Slicing Arrays.mp416.70 MB
  • 011 Indexing & Slicing Arrays.srt0.02 MB
  • 012 Indexing & Slicing Arrays.html0.01 MB
  • 013 ASSIGNMENT Indexing & Slicing Arrays.mp42.62 MB
  • 013 ASSIGNMENT Indexing & Slicing Arrays.srt0.00 MB
  • 014 SOLUTION Indexing & Slicing Arrays.mp410.07 MB
  • 014 SOLUTION Indexing & Slicing Arrays.srt0.00 MB
  • 015 Array Operations.mp426.36 MB
  • 015 Array Operations.srt0.01 MB
  • 016 Array Operations.html0.00 MB
  • 017 ASSIGNMENT Array Operations.mp49.73 MB
  • 017 ASSIGNMENT Array Operations.srt0.00 MB
  • 018 SOLUTION Array Operations.mp414.13 MB
  • 018 SOLUTION Array Operations.srt0.01 MB
  • 019 Filtering Arrays & Modifying Array Values.mp426.09 MB
  • 019 Filtering Arrays & Modifying Array Values.srt0.02 MB
  • 020 The Where Function.mp410.11 MB
  • 020 The Where Function.srt0.01 MB
  • 021 Where Function.html0.00 MB
  • 022 ASSIGNMENT Filtering & Modifying Arrays.mp46.45 MB
  • 022 ASSIGNMENT Filtering & Modifying Arrays.srt0.00 MB
  • 023 SOLUTION Filtering & Modifying Arrays.mp414.77 MB
  • 023 SOLUTION Filtering & Modifying Arrays.srt0.00 MB
  • 024 Array Aggregation.mp411.69 MB
  • 024 Array Aggregation.srt0.01 MB
  • 025 Array Functions.mp414.19 MB
  • 025 Array Functions.srt0.01 MB
  • 026 Sorting Arrays.mp46.55 MB
  • 026 Sorting Arrays.srt0.01 MB
  • 027 Sorting Arrays.html0.00 MB
  • 028 ASSIGNMENT Aggregation & Sorting.mp45.77 MB
  • 028 ASSIGNMENT Aggregation & Sorting.srt0.00 MB
  • 029 SOLUTION Aggregation & Sorting.mp46.78 MB
  • 029 SOLUTION Aggregation & Sorting.srt0.00 MB
  • 030 Vectorization.mp48.80 MB
  • 030 Vectorization.srt0.01 MB
  • 031 Broadcasting.mp416.51 MB
  • 031 Broadcasting.srt0.01 MB
  • 032 Broadcasting.html0.00 MB
  • 033 ASSIGNMENT Bringing it all together.mp48.53 MB
  • 033 ASSIGNMENT Bringing it all together.srt0.00 MB
  • 034 SOLUTION Bringing it all together.mp425.37 MB
  • 034 SOLUTION Bringing it all together.srt0.01 MB
  • 035 Key Takeaways.mp43.77 MB
  • 035 Key Takeaways.srt0.00 MB
  • 036 QUIZ NumPy Primer.html0.02 MB
• 03 - Pandas Series72 项
  • 001 Series Basics.mp429.55 MB
  • 001 Series Basics.srt0.01 MB
  • 002 Pandas Data Types & Type Conversion.mp427.52 MB
  • 002 Pandas Data Types & Type Conversion.srt0.01 MB
  • 003 Series Basics.html0.00 MB
  • 004 ASSIGNMENT Data Types & Type Conversion.mp47.61 MB
  • 004 ASSIGNMENT Data Types & Type Conversion.srt0.00 MB
  • 005 SOLUTION Data Types & Type Conversion.mp411.78 MB
  • 005 SOLUTION Data Types & Type Conversion.srt0.01 MB
  • 006 The Series Index & Custom Indices.mp411.55 MB
  • 006 The Series Index & Custom Indices.srt0.01 MB
  • 007 The .iloc Accessor.mp411.39 MB
  • 007 The .iloc Accessor.srt0.01 MB
  • 008 The .loc Accessor.mp414.59 MB
  • 008 The .loc Accessor.srt0.01 MB
  • 009 Duplicate Index Values & Resetting The Index.mp411.77 MB
  • 009 Duplicate Index Values & Resetting The Index.srt0.01 MB
  • 010 Duplicate Index Values & Resetting The Index.html0.01 MB
  • 011 ASSIGNMENT Accessing Data & Resetting The Index.mp47.04 MB
  • 011 ASSIGNMENT Accessing Data & Resetting The Index.srt0.00 MB
  • 012 SOLUTION Accessing Data & Resetting The Index.mp411.71 MB
  • 012 SOLUTION Accessing Data & Resetting The Index.srt0.00 MB
  • 013 Filtering Series & Logical Tests.mp415.64 MB
  • 013 Filtering Series & Logical Tests.srt0.01 MB
  • 014 Sorting Series.mp46.31 MB
  • 014 Sorting Series.srt0.01 MB
  • 015 Sorting Series.html0.00 MB
  • 016 ASSIGNMENT Sorting & Filtering Series.mp44.03 MB
  • 016 ASSIGNMENT Sorting & Filtering Series.srt0.00 MB
  • 017 SOLUTION Sorting & Filtering Series.mp412.26 MB
  • 017 SOLUTION Sorting & Filtering Series.srt0.00 MB
  • 018 Numeric Series Operations.mp411.52 MB
  • 018 Numeric Series Operations.srt0.01 MB
  • 019 Text Series Operations.mp416.24 MB
  • 019 Text Series Operations.srt0.01 MB
  • 020 Text Series Operations.html0.01 MB
  • 021 ASSIGNMENT Series Operations.mp47.09 MB
  • 021 ASSIGNMENT Series Operations.srt0.00 MB
  • 022 SOLUTION Series Operations.mp417.61 MB
  • 022 SOLUTION Series Operations.srt0.01 MB
  • 023 Numerical Series Aggregation.mp414.82 MB
  • 023 Numerical Series Aggregation.srt0.01 MB
  • 024 Categorical Series Aggregation.mp46.42 MB
  • 024 Categorical Series Aggregation.srt0.01 MB
  • 025 Categorical Series Aggregation.html0.01 MB
  • 026 ASSIGNMENT Series Aggregation.mp42.50 MB
  • 026 ASSIGNMENT Series Aggregation.srt0.00 MB
  • 027 SOLUTION Series Aggregation.mp410.95 MB
  • 027 SOLUTION Series Aggregation.srt0.01 MB
  • 028 Missing Data Representation in Pandas.mp49.46 MB
  • 028 Missing Data Representation in Pandas.srt0.01 MB
  • 029 Identifying Missing Data.mp44.43 MB
  • 029 Identifying Missing Data.srt0.00 MB
  • 030 Fixing Missing Data.mp432.33 MB
  • 030 Fixing Missing Data.srt0.01 MB
  • 031 Fixing Missing Data.html0.01 MB
  • 032 ASSIGNMENT Missing Data.mp42.24 MB
  • 032 ASSIGNMENT Missing Data.srt0.00 MB
  • 033 SOLUTION Missing Data.mp44.44 MB
  • 033 SOLUTION Missing Data.srt0.00 MB
  • 034 Applying Custom Functions to Series.mp47.03 MB
  • 034 Applying Custom Functions to Series.srt0.01 MB
  • 035 Pandas Where (vs. NumPy Where).mp414.33 MB
  • 035 Pandas Where (vs. NumPy Where).srt0.01 MB
  • 036 Pandas Where (vs. NumPy Where).html0.01 MB
  • 037 ASSIGNMENT Apply & Where.mp43.55 MB
  • 037 ASSIGNMENT Apply & Where.srt0.00 MB
  • 038 SOLUTION Apply & Where.mp419.41 MB
  • 038 SOLUTION Apply & Where.srt0.01 MB
  • 039 Key Takeaways.mp42.73 MB
  • 039 Key Takeaways.srt0.00 MB
  • 040 QUIZ Pandas Series.html0.02 MB
• 04 - Intro to DataFrames105 项
  • 001 DataFrame Basics.mp412.26 MB
  • 001 DataFrame Basics.srt0.01 MB
  • 002 Creating a DataFrame.mp411.74 MB
  • 002 Creating a DataFrame.srt0.01 MB
  • 003 Reading In a Dataset.html0.01 MB
  • 004 Exploring DataFrames Heads, Tails & Sample.mp47.11 MB
  • 004 Exploring DataFrames Heads, Tails & Sample.srt0.01 MB
  • 005 ASSIGNMENT DataFrame Basics.mp42.14 MB
  • 005 ASSIGNMENT DataFrame Basics.srt0.00 MB
  • 006 SOLUTION DataFrame Basics.mp43.77 MB
  • 006 SOLUTION DataFrame Basics.srt0.00 MB
  • 007 Exploring DataFrames Info & Describe.mp417.12 MB
  • 007 Exploring DataFrames Info & Describe.srt0.01 MB
  • 008 Info & Describe.html0.01 MB
  • 009 ASSIGNMENT Exploring a DataFrame.mp42.62 MB
  • 009 ASSIGNMENT Exploring a DataFrame.srt0.00 MB
  • 010 SOLUTION Exploring a DataFrame.mp410.72 MB
  • 010 SOLUTION Exploring a DataFrame.srt0.01 MB
  • 011 Accessing DataFrame Columns.mp49.83 MB
  • 011 Accessing DataFrame Columns.srt0.01 MB
  • 012 Accessing DataFrame Data with .iloc & .loc.mp411.08 MB
  • 012 Accessing DataFrame Data with .iloc & .loc.srt0.01 MB
  • 013 Accessing DataFrame Data with .iloc & .loc.html0.01 MB
  • 014 ASSIGNMENT Accessing DataFrame Data.mp43.06 MB
  • 014 ASSIGNMENT Accessing DataFrame Data.srt0.00 MB
  • 015 SOLUTION Accessing DataFrame Data.mp47.14 MB
  • 015 SOLUTION Accessing DataFrame Data.srt0.01 MB
  • 016 Dropping Columns & Rows.mp428.94 MB
  • 016 Dropping Columns & Rows.srt0.01 MB
  • 017 Identifying & Dropping Duplicates.mp415.66 MB
  • 017 Identifying & Dropping Duplicates.srt0.01 MB
  • 018 Identifying & Dropping Duplicates.html0.01 MB
  • 019 ASSIGNMENT Dropping Data.mp42.50 MB
  • 019 ASSIGNMENT Dropping Data.srt0.00 MB
  • 020 SOLUTION Dropping Data.mp45.24 MB
  • 020 SOLUTION Dropping Data.srt0.00 MB
  • 021 Missing Data.mp47.28 MB
  • 021 Missing Data.srt0.01 MB
  • 022 Missing Data.html0.01 MB
  • 023 ASSIGNMENT Missing Data.mp42.49 MB
  • 023 ASSIGNMENT Missing Data.srt0.00 MB
  • 024 SOLUTION Missing Data.mp44.74 MB
  • 024 SOLUTION Missing Data.srt0.00 MB
  • 025 Filtering DataFrames.mp410.95 MB
  • 025 Filtering DataFrames.srt0.01 MB
  • 026 PRO TIP The Query Method.mp413.24 MB
  • 026 PRO TIP The Query Method.srt0.01 MB
  • 027 The Query Method.html0.01 MB
  • 028 ASSIGNMENT Filtering DataFrames.mp43.30 MB
  • 028 ASSIGNMENT Filtering DataFrames.srt0.00 MB
  • 029 SOLUTION Filtering DataFrames.mp428.12 MB
  • 029 SOLUTION Filtering DataFrames.srt0.01 MB
  • 030 Sorting DataFrames.mp417.77 MB
  • 030 Sorting DataFrames.srt0.01 MB
  • 031 Sorting DataFrames.html0.01 MB
  • 032 ASSIGNMENT Sorting DataFrames.mp43.16 MB
  • 032 ASSIGNMENT Sorting DataFrames.srt0.00 MB
  • 033 SOLUTION Sorting DataFrames.mp47.41 MB
  • 033 SOLUTION Sorting DataFrames.srt0.00 MB
  • 034 Renaming & Reordering Columns.mp46.37 MB
  • 034 Renaming & Reordering Columns.srt0.01 MB
  • 035 Reordering Columns.html0.01 MB
  • 036 ASSIGNMENT Renaming & Reordering Columns.mp42.89 MB
  • 036 ASSIGNMENT Renaming & Reordering Columns.srt0.00 MB
  • 037 SOLUTION Renaming & Reordering Columns.mp48.11 MB
  • 037 SOLUTION Renaming & Reordering Columns.srt0.00 MB
  • 038 Arithmetic & Boolean Column Creation.mp418.33 MB
  • 038 Arithmetic & Boolean Column Creation.srt0.01 MB
  • 039 Arithmetic & Boolean Column Creation.html0.01 MB
  • 040 ASSIGNMENT Arithmetic & Boolean Columns.mp47.25 MB
  • 040 ASSIGNMENT Arithmetic & Boolean Columns.srt0.00 MB
  • 041 SOLUTION Arithmetic & Boolean Columns.mp416.10 MB
  • 041 SOLUTION Arithmetic & Boolean Columns.srt0.01 MB
  • 042 PRO TIP Advanced Conditional Columns with Select.mp414.39 MB
  • 042 PRO TIP Advanced Conditional Columns with Select.srt0.01 MB
  • 043 Advanced Conditional Columns with Select.html0.01 MB
  • 044 ASSIGNMENT The Select Function.mp45.51 MB
  • 044 ASSIGNMENT The Select Function.srt0.00 MB
  • 045 SOLUTION The Select Function.mp415.28 MB
  • 045 SOLUTION The Select Function.srt0.00 MB
  • 046 The Map Method.mp411.50 MB
  • 046 The Map Method.srt0.01 MB
  • 047 PRO TIP Multiple Column Creation with Assign.mp442.70 MB
  • 047 PRO TIP Multiple Column Creation with Assign.srt0.01 MB
  • 048 Multiple Column Creation with Assign.html0.01 MB
  • 049 ASSIGNMENT Map & Assign.mp47.38 MB
  • 049 ASSIGNMENT Map & Assign.srt0.00 MB
  • 050 SOLUTION Map & Assign.mp47.32 MB
  • 050 SOLUTION Map & Assign.srt0.00 MB
  • 051 The Categorical Data Type.mp416.09 MB
  • 051 The Categorical Data Type.srt0.01 MB
  • 052 Type Conversion.mp43.78 MB
  • 052 Type Conversion.srt0.00 MB
  • 053 PRO TIP Memory Usage & DataTypes.mp414.32 MB
  • 053 PRO TIP Memory Usage & DataTypes.srt0.01 MB
  • 054 PRO TIP Downcasting Numeric Data Types.mp416.20 MB
  • 054 PRO TIP Downcasting Numeric Data Types.srt0.01 MB
  • 055 Downcasting Numeric Data Types.html0.01 MB
  • 056 ASSIGNMENT DataFrame DataTypes.mp44.51 MB
  • 056 ASSIGNMENT DataFrame DataTypes.srt0.00 MB
  • 057 SOLUTION DataFrame DataTypes.mp418.03 MB
  • 057 SOLUTION DataFrame DataTypes.srt0.00 MB
  • 058 Key Takeways.mp43.59 MB
  • 058 Key Takeways.srt0.00 MB
  • 059 QUIZ Intro to DataFrames.html0.02 MB
• 05 - Aggregating & Reshaping DataFrames56 项
  • 001 Basic Aggregations.mp48.77 MB
  • 001 Basic Aggregations.srt0.01 MB
  • 002 The Groupby Method.mp411.25 MB
  • 002 The Groupby Method.srt0.01 MB
  • 003 Groupby.html0.01 MB
  • 004 ASSIGNMENT Groupby.mp43.46 MB
  • 004 ASSIGNMENT Groupby.srt0.00 MB
  • 005 SOLUTION Groupby.mp45.46 MB
  • 005 SOLUTION Groupby.srt0.00 MB
  • 006 Grouping By Multiple Columns.mp413.11 MB
  • 006 Grouping By Multiple Columns.srt0.01 MB
  • 007 Grouping by Multiple Columns.html0.01 MB
  • 008 ASSIGNMENT Grouping By Multiple Columns.mp43.41 MB
  • 008 ASSIGNMENT Grouping By Multiple Columns.srt0.00 MB
  • 009 SOLUTION Grouping By Multiple Columns.mp46.78 MB
  • 009 SOLUTION Grouping By Multiple Columns.srt0.00 MB
  • 010 Multi-Index DataFrames.mp420.62 MB
  • 010 Multi-Index DataFrames.srt0.01 MB
  • 011 Modifying Multi-Indices.mp412.47 MB
  • 011 Modifying Multi-Indices.srt0.01 MB
  • 012 Modifying Multi-Indices.html0.01 MB
  • 013 ASSIGNMENT Multi-Index DataFrames.mp44.17 MB
  • 013 ASSIGNMENT Multi-Index DataFrames.srt0.00 MB
  • 014 SOLUTION Multi-Index DataFrames.mp411.68 MB
  • 014 SOLUTION Multi-Index DataFrames.srt0.01 MB
  • 015 The Agg Method & Named Aggregations.mp428.22 MB
  • 015 The Agg Method & Named Aggregations.srt0.01 MB
  • 016 The Agg Method & Named Aggregations.html0.01 MB
  • 017 ASSIGNMENT The Agg Method.mp44.30 MB
  • 017 ASSIGNMENT The Agg Method.srt0.00 MB
  • 018 SOLUTION The Agg Method.mp412.64 MB
  • 018 SOLUTION The Agg Method.srt0.00 MB
  • 019 PRO TIP Transforming DataFrames.mp427.03 MB
  • 019 PRO TIP Transforming DataFrames.srt0.01 MB
  • 020 Transforming DataFrames.html0.01 MB
  • 021 ASSIGNMENT Transforming a DataFrame.mp43.97 MB
  • 021 ASSIGNMENT Transforming a DataFrame.srt0.00 MB
  • 022 SOLUTION Transforming a DataFrame.mp420.29 MB
  • 022 SOLUTION Transforming a DataFrame.srt0.01 MB
  • 023 Pivot Tables in Pandas.mp436.58 MB
  • 023 Pivot Tables in Pandas.srt0.01 MB
  • 024 Pivot Tables.html0.01 MB
  • 025 Multiple Aggregation Pivot Tables.mp46.55 MB
  • 025 Multiple Aggregation Pivot Tables.srt0.00 MB
  • 026 PRO TIP Pivot Table Heatmaps.mp419.14 MB
  • 026 PRO TIP Pivot Table Heatmaps.srt0.01 MB
  • 027 Melting DataFrames.mp419.58 MB
  • 027 Melting DataFrames.srt0.01 MB
  • 028 Melting DataFrames.html0.01 MB
  • 029 ASSIGNMENT Pivot & Melt.mp46.35 MB
  • 029 ASSIGNMENT Pivot & Melt.srt0.00 MB
  • 030 SOLUTION Pivot & Melt.mp431.78 MB
  • 030 SOLUTION Pivot & Melt.srt0.01 MB
  • 031 Key Takeaways.mp44.91 MB
  • 031 Key Takeaways.srt0.00 MB
  • 032 QUIZ Aggregating & Reshaping DataFrames.html0.02 MB
• 06 - Basic Data Visualization in Python51 项
  • 001 The matplotlib API & The .plot() Method.mp437.71 MB
  • 001 The matplotlib API & The .plot() Method.srt0.01 MB
  • 002 ASSIGNMENT Basic Line Chart.mp42.26 MB
  • 002 ASSIGNMENT Basic Line Chart.srt0.00 MB
  • 003 SOLUTION Basic Line Chart.mp410.29 MB
  • 003 SOLUTION Basic Line Chart.srt0.00 MB
  • 004 Chart Titles.mp413.29 MB
  • 004 Chart Titles.srt0.01 MB
  • 005 Chart Colors.mp425.50 MB
  • 005 Chart Colors.srt0.01 MB
  • 006 Line Styles.mp48.38 MB
  • 006 Line Styles.srt0.00 MB
  • 007 Chart Legends & Gridlines.mp417.58 MB
  • 007 Chart Legends & Gridlines.srt0.01 MB
  • 008 Chart Styles.mp424.61 MB
  • 008 Chart Styles.srt0.01 MB
  • 009 ASSIGNMENT Stylized Line Chart.mp43.52 MB
  • 009 ASSIGNMENT Stylized Line Chart.srt0.00 MB
  • 010 SOLUTION Stylized Line Chart.mp45.77 MB
  • 010 SOLUTION Stylized Line Chart.srt0.00 MB
  • 011 Subplots & Figure Size.mp427.07 MB
  • 011 Subplots & Figure Size.srt0.01 MB
  • 012 ASSIGNMENT Subplots.mp47.42 MB
  • 012 ASSIGNMENT Subplots.srt0.00 MB
  • 013 SOLUTION Subplots.mp49.63 MB
  • 013 SOLUTION Subplots.srt0.01 MB
  • 014 Bar Charts.mp422.42 MB
  • 014 Bar Charts.srt0.01 MB
  • 015 Grouped & Stacked Bar Charts.mp419.55 MB
  • 015 Grouped & Stacked Bar Charts.srt0.01 MB
  • 016 ASSIGNMENT Bar Charts.mp44.34 MB
  • 016 ASSIGNMENT Bar Charts.srt0.00 MB
  • 017 SOLUTION Bar Charts.mp46.80 MB
  • 017 SOLUTION Bar Charts.srt0.00 MB
  • 018 Pie Charts & Scatterplots.mp423.44 MB
  • 018 Pie Charts & Scatterplots.srt0.01 MB
  • 019 ASSIGNMENT Scatterplots.mp44.19 MB
  • 019 ASSIGNMENT Scatterplots.srt0.00 MB
  • 020 SOLUTION Scatterplots.mp45.89 MB
  • 020 SOLUTION Scatterplots.srt0.00 MB
  • 021 Histograms.mp413.04 MB
  • 021 Histograms.srt0.01 MB
  • 022 ASSIGNMENT Histograms.mp41.27 MB
  • 022 ASSIGNMENT Histograms.srt0.00 MB
  • 023 SOLUTION Histograms.mp43.43 MB
  • 023 SOLUTION Histograms.srt0.00 MB
  • 024 Saving Plots & Further Exploration.mp47.66 MB
  • 024 Saving Plots & Further Exploration.srt0.01 MB
  • 025 Key Takeaways.mp43.57 MB
  • 025 Key Takeaways.srt0.00 MB
  • 026 QUIZ Basic Data Visualization in Python.html0.02 MB
• 07 - MID-COURSE PROJECT4 项
  • 001 Mid-Course Project Intro.mp437.69 MB
  • 001 Mid-Course Project Intro.srt0.01 MB
  • 002 SOLUTION Mid-Course Project.mp4136.45 MB
  • 002 SOLUTION Mid-Course Project.srt0.03 MB
• 08 - Analyzing Dates & Times55 项
  • 001 Times in Python and Pandas.mp46.17 MB
  • 001 Times in Python and Pandas.srt0.00 MB
  • 002 Converting To Datetimes.mp435.73 MB
  • 002 Converting To Datetimes.srt0.01 MB
  • 003 Formatting Dates.mp419.57 MB
  • 003 Formatting Dates.srt0.01 MB
  • 004 Date & Time Parts.mp412.70 MB
  • 004 Date & Time Parts.srt0.00 MB
  • 005 Date & Time Parts.html0.01 MB
  • 006 ASSIGNMENT Pandas Datetime Basics.mp45.38 MB
  • 006 ASSIGNMENT Pandas Datetime Basics.srt0.00 MB
  • 007 SOLUTION Pandas Datetime Basics.mp411.12 MB
  • 007 SOLUTION Pandas Datetime Basics.srt0.00 MB
  • 008 Time Deltas & Arithmetic.mp420.11 MB
  • 008 Time Deltas & Arithmetic.srt0.01 MB
  • 009 Time Deltas & Arithmetic.html0.01 MB
  • 010 ASSIGNMENT Time Deltas.mp44.05 MB
  • 010 ASSIGNMENT Time Deltas.srt0.00 MB
  • 011 SOLUTION Time Deltas.mp47.62 MB
  • 011 SOLUTION Time Deltas.srt0.00 MB
  • 012 Time Series Indices.mp411.44 MB
  • 012 Time Series Indices.srt0.01 MB
  • 013 Missing Time Series Data.mp413.88 MB
  • 013 Missing Time Series Data.srt0.01 MB
  • 014 Missing Time Series Data.html0.01 MB
  • 015 ASSIGNMENT Missing Time Series Data.mp48.18 MB
  • 015 ASSIGNMENT Missing Time Series Data.srt0.00 MB
  • 016 SOLUTION Missing Time Series Data.mp49.89 MB
  • 016 SOLUTION Missing Time Series Data.srt0.00 MB
  • 017 Shifting Time Series.mp49.38 MB
  • 017 Shifting Time Series.srt0.00 MB
  • 018 PRO TIP DIFF().mp46.19 MB
  • 018 PRO TIP DIFF().srt0.00 MB
  • 019 DIFF().html0.01 MB
  • 020 ASSIGNMENT Shift & Diff.mp44.11 MB
  • 020 ASSIGNMENT Shift & Diff.srt0.00 MB
  • 021 SOLUTION Shift & Diff.mp411.54 MB
  • 021 SOLUTION Shift & Diff.srt0.00 MB
  • 022 Aggregation & Resampling.mp418.71 MB
  • 022 Aggregation & Resampling.srt0.01 MB
  • 023 Aggregation & Resampling.html0.01 MB
  • 024 ASSIGNMENT Resampling.mp41.63 MB
  • 024 ASSIGNMENT Resampling.srt0.00 MB
  • 025 SOLUTION Resampling.mp45.13 MB
  • 025 SOLUTION Resampling.srt0.00 MB
  • 026 Rolling Aggregations.mp417.71 MB
  • 026 Rolling Aggregations.srt0.01 MB
  • 027 Rolling Aggregations.html0.01 MB
  • 028 ASSIGNMENT Rolling Aggregations.mp41.99 MB
  • 028 ASSIGNMENT Rolling Aggregations.srt0.00 MB
  • 029 SOLUTION Rolling Aggregations.mp42.76 MB
  • 029 SOLUTION Rolling Aggregations.srt0.00 MB
  • 030 Key Takeaways.mp43.40 MB
  • 030 Key Takeaways.srt0.00 MB
  • 031 QUIZ Analyzing Dates & Times.html0.02 MB
• 09 - Importing & Exporting Data32 项
  • 001 Preprocessing with read_csv.mp414.76 MB
  • 001 Preprocessing with read_csv.srt0.01 MB
  • 002 Column Selection.mp412.03 MB
  • 002 Column Selection.srt0.01 MB
  • 003 Row Selection & Missing Values.mp48.38 MB
  • 003 Row Selection & Missing Values.srt0.01 MB
  • 004 Column Selection, Row Selection & Missing Values.html0.01 MB
  • 005 PRO TIP Converters.mp47.71 MB
  • 005 PRO TIP Converters.srt0.00 MB
  • 006 ASSIGNMENT Importing Data.mp48.56 MB
  • 006 ASSIGNMENT Importing Data.srt0.00 MB
  • 007 SOLUTION Importing Data.mp423.11 MB
  • 007 SOLUTION Importing Data.srt0.01 MB
  • 008 Parsing Dates & Data Types.mp47.13 MB
  • 008 Parsing Dates & Data Types.srt0.01 MB
  • 009 Parsing Dates & Data Types.html0.01 MB
  • 010 Importing from Text & Excel Files.mp423.74 MB
  • 010 Importing from Text & Excel Files.srt0.01 MB
  • 011 Exporting to Flat Files.mp43.99 MB
  • 011 Exporting to Flat Files.srt0.00 MB
  • 012 Exporting to Flat Files.html0.01 MB
  • 013 ASSIGNMENT Importing & Exporting Excel Data.mp46.37 MB
  • 013 ASSIGNMENT Importing & Exporting Excel Data.srt0.00 MB
  • 014 SOLUTION Importing & Exporting Excel Data.mp48.20 MB
  • 014 SOLUTION Importing & Exporting Excel Data.srt0.00 MB
  • 015 Working With SQL Databases.mp416.73 MB
  • 015 Working With SQL Databases.srt0.01 MB
  • 016 Other Supported File Formats.mp414.42 MB
  • 016 Other Supported File Formats.srt0.00 MB
  • 017 Key Takeaways.mp42.62 MB
  • 017 Key Takeaways.srt0.00 MB
  • 018 QUIZ Importing & Exporting Data.html0.01 MB
• 10 - Joining DataFrames27 项
  • 001 Why Multiple Tables.mp44.45 MB
  • 001 Why Multiple Tables.srt0.00 MB
  • 002 Appending DataFrames.mp420.60 MB
  • 002 Appending DataFrames.srt0.01 MB
  • 003 Appending DataFrames.html0.01 MB
  • 004 ASSIGNMENT Appending DataFrames.mp46.72 MB
  • 004 ASSIGNMENT Appending DataFrames.srt0.00 MB
  • 005 SOLUTION Appending DataFrames.mp48.35 MB
  • 005 SOLUTION Appending DataFrames.srt0.00 MB
  • 006 Joining DataFrames.mp44.99 MB
  • 006 Joining DataFrames.srt0.00 MB
  • 007 Join Types.mp47.18 MB
  • 007 Join Types.srt0.01 MB
  • 008 Inner Joins.mp415.67 MB
  • 008 Inner Joins.srt0.01 MB
  • 009 Left Joins.mp419.99 MB
  • 009 Left Joins.srt0.01 MB
  • 010 Left Joins.html0.01 MB
  • 011 ASSIGNMENT Joining DataFrames.mp48.88 MB
  • 011 ASSIGNMENT Joining DataFrames.srt0.00 MB
  • 012 SOLUTION Joining DataFrames.mp430.38 MB
  • 012 SOLUTION Joining DataFrames.srt0.01 MB
  • 013 The Join Method.mp44.08 MB
  • 013 The Join Method.srt0.00 MB
  • 014 Key Takeaways.mp42.83 MB
  • 014 Key Takeaways.srt0.00 MB
  • 015 QUIZ Joining DataFrames.html0.01 MB
• 11 - FINAL COURSE PROJECT4 项
  • 001 Final Project Intro.mp420.58 MB
  • 001 Final Project Intro.srt0.01 MB
  • 002 SOLUTION Final Project.mp4120.14 MB
  • 002 SOLUTION Final Project.srt0.03 MB
• 12 - BONUS LESSON1 项
  • 001 BONUS LESSON.html0.01 MB

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