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[Udemy] Data Analysis with Pandas and Python (11.2021)
大小 4.17 GB
文件数 358
Info Hash: C9D27C46FFA66384ECD5FFB17939303CEBAB5F69
收录时间 2025-12-21 14:59:54
更新时间 2025-12-21 20:02:05
文件列表 (358)
01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python.mp4
125.34 MB
01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python_en.srt
19.55 KB
01 - Installation and Setup/002 About Me.mp4
5.99 MB
01 - Installation and Setup/002 About Me_en.srt
1.69 KB
01 - Installation and Setup/003 Completed Course Files.html
1.02 KB
01 - Installation and Setup/004 macOS - Download the Anaconda Distribution, our Python development environment.mp4
9.82 MB
01 - Installation and Setup/004 macOS - Download the Anaconda Distribution, our Python development environment_en.srt
7.11 KB
01 - Installation and Setup/005 macOS - Install Anaconda Distribution.mp4
41.22 MB
01 - Installation and Setup/005 macOS - Install Anaconda Distribution_en.srt
12.75 KB
01 - Installation and Setup/006 macOS - Access the Terminal Application.mp4
51.78 MB
01 - Installation and Setup/006 macOS - Access the Terminal Application_en.srt
14.53 KB
01 - Installation and Setup/007 macOS - Create conda Environment and Install pandas and Jupyter Notebook.mp4
59.24 MB
01 - Installation and Setup/007 macOS - Create conda Environment and Install pandas and Jupyter Notebook_en.srt
22.1 KB
01 - Installation and Setup/008 macOS - Unpack Course Materials + The Start and Shutdown Process.mp4
51.96 MB
01 - Installation and Setup/008 macOS - Unpack Course Materials + The Start and Shutdown Process_en.srt
22.32 KB
01 - Installation and Setup/009 Windows - Download the Anaconda Distribution.mp4
10.19 MB
01 - Installation and Setup/009 Windows - Download the Anaconda Distribution_en.srt
7.51 KB
01 - Installation and Setup/010 Windows - Install Anaconda Distribution.mp4
16.31 MB
01 - Installation and Setup/010 Windows - Install Anaconda Distribution_en.srt
10.33 KB
01 - Installation and Setup/011 Windows - Create conda Environment and Install pandas and Jupyter Notebook.mp4
47.74 MB
01 - Installation and Setup/011 Windows - Create conda Environment and Install pandas and Jupyter Notebook_en.srt
30.65 KB
01 - Installation and Setup/012 Windows - Unpack Course Materials + The Startdown and Shutdown Process.mp4
27.14 MB
01 - Installation and Setup/012 Windows - Unpack Course Materials + The Startdown and Shutdown Process_en.srt
22 KB
01 - Installation and Setup/013 Intro to the Jupyter Notebook Interface.mp4
16.26 MB
01 - Installation and Setup/013 Intro to the Jupyter Notebook Interface_en.srt
15.8 KB
01 - Installation and Setup/014 Cell Types and Cell Modes in Jupyter Notebook.mp4
10.48 MB
01 - Installation and Setup/014 Cell Types and Cell Modes in Jupyter Notebook_en.srt
11.05 KB
01 - Installation and Setup/015 Code Cell Execution in Jupyter Notebook.mp4
4.67 MB
01 - Installation and Setup/015 Code Cell Execution in Jupyter Notebook_en.srt
4.53 KB
01 - Installation and Setup/016 Popular Keyboard Shortcuts in Jupyter Notebook.mp4
8.11 MB
01 - Installation and Setup/016 Popular Keyboard Shortcuts in Jupyter Notebook_en.srt
5.59 KB
01 - Installation and Setup/017 Import Libraries into Jupyter Notebook.mp4
14.47 MB
01 - Installation and Setup/017 Import Libraries into Jupyter Notebook_en.srt
13.01 KB
01 - Installation and Setup/018 Troubleshooting Issues with Jupyter Notebook.html
420 B
01 - Installation and Setup/21929926-pandas.zip
684.75 KB
01 - Installation and Setup/23001890-pandas.zip
686.24 KB
01 - Installation and Setup/24889460-notebooks.zip
279.85 KB
01 - Installation and Setup/7040216-pandas.zip
684.75 KB
01 - Installation and Setup/external-assets-links.txt
209 B
02 - BONUS_ Python Crash Course/001 Intro to the Python Crash Course.mp4
7.59 MB
02 - BONUS_ Python Crash Course/001 Intro to the Python Crash Course_en.srt
5.99 KB
02 - BONUS_ Python Crash Course/002 Comments.mp4
4.1 MB
02 - BONUS_ Python Crash Course/002 Comments_en.srt
5.08 KB
02 - BONUS_ Python Crash Course/003 Basic Data Types.mp4
18.21 MB
02 - BONUS_ Python Crash Course/003 Basic Data Types_en.srt
16.87 KB
02 - BONUS_ Python Crash Course/004 Operators.mp4
28 MB
02 - BONUS_ Python Crash Course/004 Operators_en.srt
24.32 KB
02 - BONUS_ Python Crash Course/005 Variables.mp4
13.29 MB
02 - BONUS_ Python Crash Course/005 Variables_en.srt
12.74 KB
02 - BONUS_ Python Crash Course/006 Built-in Functions.mp4
18.32 MB
02 - BONUS_ Python Crash Course/006 Built-in Functions_en.srt
16.93 KB
02 - BONUS_ Python Crash Course/007 Custom Functions.mp4
30.91 MB
02 - BONUS_ Python Crash Course/007 Custom Functions_en.srt
26.01 KB
02 - BONUS_ Python Crash Course/008 String Methods.mp4
40.14 MB
02 - BONUS_ Python Crash Course/008 String Methods_en.srt
31.96 KB
02 - BONUS_ Python Crash Course/009 Lists.mp4
28.38 MB
02 - BONUS_ Python Crash Course/009 Lists_en.srt
20.46 KB
02 - BONUS_ Python Crash Course/010 Index Positions and Slicing.mp4
30.01 MB
02 - BONUS_ Python Crash Course/010 Index Positions and Slicing_en.srt
23.62 KB
02 - BONUS_ Python Crash Course/011 Dictionaries.mp4
29.06 MB
02 - BONUS_ Python Crash Course/011 Dictionaries_en.srt
23.94 KB
03 - Series/001 Create Jupyter Notebook for the Series Module.mp4
2.95 MB
03 - Series/001 Create Jupyter Notebook for the Series Module_en.srt
3.52 KB
03 - Series/002 Create A Series Object from a Python List.mp4
22.59 MB
03 - Series/002 Create A Series Object from a Python List_en.srt
17.11 KB
03 - Series/003 Create A Series Object from a Python Dictionary.mp4
6.53 MB
03 - Series/003 Create A Series Object from a Python Dictionary_en.srt
4.48 KB
03 - Series/004 Coding Exercise SOLUTION_ Create a Series Object.html
905 B
03 - Series/005 Intro to Attributes on a Series Object.mp4
18.87 MB
03 - Series/005 Intro to Attributes on a Series Object_en.srt
11.66 KB
03 - Series/006 Intro to Methods on a Series Object.mp4
9.53 MB
03 - Series/006 Intro to Methods on a Series Object_en.srt
7.71 KB
03 - Series/007 Parameters and Arguments.mp4
29.7 MB
03 - Series/007 Parameters and Arguments_en.srt
15.06 KB
03 - Series/008 Create Series from Dataset with the pd.read_csv Method.mp4
29.41 MB
03 - Series/008 Create Series from Dataset with the pd.read_csv Method_en.srt
23.64 KB
03 - Series/009 Coding Exercise SOLUTION_ Import Series with the read_csv Function.html
663 B
03 - Series/010 Use the head and tail Methods to Return Rows from Beginning and End of Dataset.mp4
8.55 MB
03 - Series/010 Use the head and tail Methods to Return Rows from Beginning and End of Dataset_en.srt
5.34 KB
03 - Series/011 Passing pandas Objects to Python Built-In Functions.mp4
12.15 MB
03 - Series/011 Passing pandas Objects to Python Built-In Functions_en.srt
7.83 KB
03 - Series/012 Accessing More Series Attributes.mp4
25.61 MB
03 - Series/012 Accessing More Series Attributes_en.srt
9.21 KB
03 - Series/013 Use the sort_values method to sort a Series in ascending or descending order.mp4
28.49 MB
03 - Series/013 Use the sort_values method to sort a Series in ascending or descending order_en.srt
9.34 KB
03 - Series/014 Use the inplace Parameter to permanently mutate a pandas data structure.mp4
14.34 MB
03 - Series/014 Use the inplace Parameter to permanently mutate a pandas data structure_en.srt
8.37 KB
03 - Series/015 Use the sort_index Method to Sort the Index of a pandas Series object.mp4
11.23 MB
03 - Series/015 Use the sort_index Method to Sort the Index of a pandas Series object_en.srt
7.1 KB
03 - Series/016 Coding Exercise SOLUTION_ The sort_values and sort_index Methods.html
1.15 KB
03 - Series/017 Use Python's in Keyword to Check for Inclusion in Series values or index.mp4
9.2 MB
03 - Series/017 Use Python's in Keyword to Check for Inclusion in Series values or index_en.srt
5.81 KB
03 - Series/018 Extract Series Values by Index Positiox.mp4
23.5 MB
03 - Series/018 Extract Series Values by Index Positiox_en.srt
6.49 KB
03 - Series/019 Extract Series Values by Index Label.mp4
22.1 MB
03 - Series/019 Extract Series Values by Index Label_en.srt
15.83 KB
03 - Series/020 Coding Exercise SOLUTION_ Extract Series Values by Index Position or Index Label.html
928 B
03 - Series/021 Use the get Method to Retrieve a Value for an index label in a Series.mp4
20.63 MB
03 - Series/021 Use the get Method to Retrieve a Value for an index label in a Series_en.srt
14.21 KB
03 - Series/022 Math Methods on Series Objects.mp4
15.28 MB
03 - Series/022 Math Methods on Series Objects_en.srt
8.02 KB
03 - Series/023 Use the idxmax and idxmin Methods to Find Index of Greatest or Smallest Value.mp4
8.78 MB
03 - Series/023 Use the idxmax and idxmin Methods to Find Index of Greatest or Smallest Value_en.srt
4.48 KB
03 - Series/024 Use the value_counts Method to See Counts of Unique Values within a Series.mp4
8.18 MB
03 - Series/024 Use the value_counts Method to See Counts of Unique Values within a Series_en.srt
5.32 KB
03 - Series/025 Use the apply Method to Invoke a Function on Every Series Values.mp4
18.33 MB
03 - Series/025 Use the apply Method to Invoke a Function on Every Series Values_en.srt
10.01 KB
03 - Series/026 The Series#map Method.mp4
22.63 MB
03 - Series/026 The Series#map Method_en.srt
9.84 KB
03 - Series/external-assets-links.txt
692 B
04 - DataFrames I_ Introduction/001 Intro to DataFrames I Module.mp4
49.79 MB
04 - DataFrames I_ Introduction/001 Intro to DataFrames I Module_en.srt
15.15 KB
04 - DataFrames I_ Introduction/002 Shared Methods and Attributes between Series and DataFrames.mp4
42.53 MB
04 - DataFrames I_ Introduction/002 Shared Methods and Attributes between Series and DataFrames_en.srt
21.83 KB
04 - DataFrames I_ Introduction/003 Differences between Shared Methods.mp4
27.01 MB
04 - DataFrames I_ Introduction/003 Differences between Shared Methods_en.srt
10.05 KB
04 - DataFrames I_ Introduction/004 Select One Column from a DataFrame.mp4
42.2 MB
04 - DataFrames I_ Introduction/004 Select One Column from a DataFrame_en.srt
12.22 KB
04 - DataFrames I_ Introduction/005 Coding Exercise SOLUTION_ Select One Column from a DataFrame.html
573 B
04 - DataFrames I_ Introduction/006 Select Two or More Columns from a DataFrame.mp4
13.01 MB
04 - DataFrames I_ Introduction/006 Select Two or More Columns from a DataFrame_en.srt
8.44 KB
04 - DataFrames I_ Introduction/007 Coding Exercise SOLUTION_ Select Two or More Columns from a DataFrame.html
802 B
04 - DataFrames I_ Introduction/008 Add New Column to DataFrame.mp4
40.64 MB
04 - DataFrames I_ Introduction/008 Add New Column to DataFrame_en.srt
12.15 KB
04 - DataFrames I_ Introduction/009 Broadcasting Operations on DataFrames.mp4
31.24 MB
04 - DataFrames I_ Introduction/009 Broadcasting Operations on DataFrames_en.srt
13.95 KB
04 - DataFrames I_ Introduction/010 A Review of the value_counts Method.mp4
7.95 MB
04 - DataFrames I_ Introduction/010 A Review of the value_counts Method_en.srt
6.12 KB
04 - DataFrames I_ Introduction/011 Drop DataFrame Rows with Null Values with the dropna Method.mp4
37.16 MB
04 - DataFrames I_ Introduction/011 Drop DataFrame Rows with Null Values with the dropna Method_en.srt
9.91 KB
04 - DataFrames I_ Introduction/012 Coding Exercise SOLUTION_ Delete DataFrame Rows with Missing Values.html
489 B
04 - DataFrames I_ Introduction/013 Fill in Null DataFrame Values with the fillna Method.mp4
14.77 MB
04 - DataFrames I_ Introduction/013 Fill in Null DataFrame Values with the fillna Method_en.srt
7.09 KB
04 - DataFrames I_ Introduction/014 Convert DataFrame Column Types with the astype Method.mp4
60.72 MB
04 - DataFrames I_ Introduction/014 Convert DataFrame Column Types with the astype Method_en.srt
16.11 KB
04 - DataFrames I_ Introduction/015 Sort a DataFrame with the sort_values Method, Part I.mp4
43.29 MB
04 - DataFrames I_ Introduction/015 Sort a DataFrame with the sort_values Method, Part I_en.srt
8.45 KB
04 - DataFrames I_ Introduction/016 Sort a DataFrame with the sort_values Method, Part II.mp4
17.16 MB
04 - DataFrames I_ Introduction/016 Sort a DataFrame with the sort_values Method, Part II_en.srt
6.33 KB
04 - DataFrames I_ Introduction/017 Coding Exercise SOLUTION_ The sort_values Method on a DataFrame.html
1.01 KB
04 - DataFrames I_ Introduction/018 Sort DataFrame Indexwith the sort_index Method.mp4
18.7 MB
04 - DataFrames I_ Introduction/018 Sort DataFrame Indexwith the sort_index Method_en.srt
4.15 KB
04 - DataFrames I_ Introduction/019 Rank Series Values with the rank Method.mp4
21.78 MB
04 - DataFrames I_ Introduction/019 Rank Series Values with the rank Method_en.srt
8.71 KB
04 - DataFrames I_ Introduction/external-assets-links.txt
117 B
05 - DataFrames II_ Filtering Data/001 This Module's Dataset + Memory Optimization.mp4
75.27 MB
05 - DataFrames II_ Filtering Data/001 This Module's Dataset + Memory Optimization_en.srt
25.41 KB
05 - DataFrames II_ Filtering Data/002 Filter a DataFrame Based on A Condition.mp4
82.28 MB
05 - DataFrames II_ Filtering Data/002 Filter a DataFrame Based on A Condition_en.srt
19.32 KB
05 - DataFrames II_ Filtering Data/003 Filter DataFrame with More than One Condition (AND - &).mp4
14.76 MB
05 - DataFrames II_ Filtering Data/003 Filter DataFrame with More than One Condition (AND - &)_en.srt
6.57 KB
05 - DataFrames II_ Filtering Data/004 Filter DataFrame with More than One Condition (OR - _).mp4
27.47 MB
05 - DataFrames II_ Filtering Data/004 Filter DataFrame with More than One Condition (OR - _)_en.srt
12.66 KB
05 - DataFrames II_ Filtering Data/005 Check for Inclusion with the isin Method.mp4
20.56 MB
05 - DataFrames II_ Filtering Data/005 Check for Inclusion with the isin Method_en.srt
9.72 KB
05 - DataFrames II_ Filtering Data/006 Check for Null and Present DataFrame Values with the isnull and notnull Methods.mp4
18.75 MB
05 - DataFrames II_ Filtering Data/006 Check for Null and Present DataFrame Values with the isnull and notnull Methods_en.srt
8.48 KB
05 - DataFrames II_ Filtering Data/007 Check For Inclusion Within a Range of Values with the between Method.mp4
26.54 MB
05 - DataFrames II_ Filtering Data/007 Check For Inclusion Within a Range of Values with the between Method_en.srt
11.06 KB
05 - DataFrames II_ Filtering Data/008 Check for Duplicate DataFrame Rows with the duplicated Method.mp4
53.7 MB
05 - DataFrames II_ Filtering Data/008 Check for Duplicate DataFrame Rows with the duplicated Method_en.srt
13.94 KB
05 - DataFrames II_ Filtering Data/009 Delete Duplicate DataFrame Rows with the drop_duplicates Method.mp4
32.23 MB
05 - DataFrames II_ Filtering Data/009 Delete Duplicate DataFrame Rows with the drop_duplicates Method_en.srt
12.49 KB
05 - DataFrames II_ Filtering Data/010 Identify and Count Unique Values with the unique and nunique Methods.mp4
7.56 MB
05 - DataFrames II_ Filtering Data/010 Identify and Count Unique Values with the unique and nunique Methods_en.srt
6.54 KB
05 - DataFrames II_ Filtering Data/external-assets-links.txt
464 B
06 - DataFrames III_ Data Extraction/001 Intro to the DataFrames III Module + Import Dataset.mp4
12.48 MB
06 - DataFrames III_ Data Extraction/001 Intro to the DataFrames III Module + Import Dataset_en.srt
7.49 KB
06 - DataFrames III_ Data Extraction/002 Use the set_index and reset_index methods to define a new DataFrame index.mp4
17.59 MB
06 - DataFrames III_ Data Extraction/002 Use the set_index and reset_index methods to define a new DataFrame index_en.srt
11.17 KB
06 - DataFrames III_ Data Extraction/003 Retrieve Rows by Index Label with loc Accessor.mp4
34.39 MB
06 - DataFrames III_ Data Extraction/003 Retrieve Rows by Index Label with loc Accessor_en.srt
19.41 KB
06 - DataFrames III_ Data Extraction/004 Retrieve Rows by Index Position with iloc Accessor.mp4
17.18 MB
06 - DataFrames III_ Data Extraction/004 Retrieve Rows by Index Position with iloc Accessor_en.srt
10.64 KB
06 - DataFrames III_ Data Extraction/005 Passing second arguments to the loc and iloc Accessors.mp4
25.65 MB
06 - DataFrames III_ Data Extraction/005 Passing second arguments to the loc and iloc Accessors_en.srt
12.61 KB
06 - DataFrames III_ Data Extraction/006 Set New Value for a Specific Cell or Cells In a Row.mp4
6.52 MB
06 - DataFrames III_ Data Extraction/006 Set New Value for a Specific Cell or Cells In a Row_en.srt
7.21 KB
06 - DataFrames III_ Data Extraction/007 Set Multiple Values in a DataFrame.mp4
16.11 MB
06 - DataFrames III_ Data Extraction/007 Set Multiple Values in a DataFrame_en.srt
9.45 KB
06 - DataFrames III_ Data Extraction/008 Rename Index Labels or Columns in a DataFrame.mp4
58.05 MB
06 - DataFrames III_ Data Extraction/008 Rename Index Labels or Columns in a DataFrame_en.srt
14.33 KB
06 - DataFrames III_ Data Extraction/009 Delete Rows or Columns from a DataFrame.mp4
29.04 MB
06 - DataFrames III_ Data Extraction/009 Delete Rows or Columns from a DataFrame_en.srt
11.19 KB
06 - DataFrames III_ Data Extraction/010 Create Random Sample with the sample Method.mp4
12.35 MB
06 - DataFrames III_ Data Extraction/010 Create Random Sample with the sample Method_en.srt
6.95 KB
06 - DataFrames III_ Data Extraction/011 Use the nsmallest _ nlargest methods to get rows with smallest _ largest values.mp4
28.3 MB
06 - DataFrames III_ Data Extraction/011 Use the nsmallest _ nlargest methods to get rows with smallest _ largest values_en.srt
7.9 KB
06 - DataFrames III_ Data Extraction/012 Filter A DataFrame with the where method.mp4
34.38 MB
06 - DataFrames III_ Data Extraction/012 Filter A DataFrame with the where method_en.srt
7.42 KB
06 - DataFrames III_ Data Extraction/013 Filter A DataFrame with the query method.mp4
33.05 MB
06 - DataFrames III_ Data Extraction/013 Filter A DataFrame with the query method_en.srt
12.92 KB
06 - DataFrames III_ Data Extraction/014 A Review of the apply Method on a pandas Series Object.mp4
18.63 MB
06 - DataFrames III_ Data Extraction/014 A Review of the apply Method on a pandas Series Object_en.srt
8.47 KB
06 - DataFrames III_ Data Extraction/015 Apply a Function to every DataFrame Row with the apply Method.mp4
17.18 MB
06 - DataFrames III_ Data Extraction/015 Apply a Function to every DataFrame Row with the apply Method_en.srt
9.83 KB
06 - DataFrames III_ Data Extraction/016 Create a Copy of a DataFrame with the copy Method.mp4
36.08 MB
06 - DataFrames III_ Data Extraction/016 Create a Copy of a DataFrame with the copy Method_en.srt
10.07 KB
06 - DataFrames III_ Data Extraction/external-assets-links.txt
1.31 KB
07 - Working with Text Data/001 Intro to the Working with Text Data Section.mp4
14.41 MB
07 - Working with Text Data/001 Intro to the Working with Text Data Section_en.srt
9.21 KB
07 - Working with Text Data/002 Common String Methods - lower, upper, title, and len.mp4
47.89 MB
07 - Working with Text Data/002 Common String Methods - lower, upper, title, and len_en.srt
10.39 KB
07 - Working with Text Data/003 Use the str.replace method to replace all occurrences of character with another.mp4
38.91 MB
07 - Working with Text Data/003 Use the str.replace method to replace all occurrences of character with another_en.srt
12.32 KB
07 - Working with Text Data/004 Filter a DataFrame's Rows with String Methods.mp4
36.08 MB
07 - Working with Text Data/004 Filter a DataFrame's Rows with String Methods_en.srt
9.94 KB
07 - Working with Text Data/005 More DataFrame String Methods - strip, lstrip, and rstrip.mp4
7.89 MB
07 - Working with Text Data/005 More DataFrame String Methods - strip, lstrip, and rstrip_en.srt
6.51 KB
07 - Working with Text Data/006 Invoke String Methods on DataFrame Index and Columns.mp4
14.58 MB
07 - Working with Text Data/006 Invoke String Methods on DataFrame Index and Columns_en.srt
7.87 KB
07 - Working with Text Data/007 Split Strings by Characters with the str.split Method.mp4
28.23 MB
07 - Working with Text Data/007 Split Strings by Characters with the str.split Method_en.srt
12.75 KB
07 - Working with Text Data/008 More Practice with the str.split method on a Series.mp4
36.36 MB
07 - Working with Text Data/008 More Practice with the str.split method on a Series_en.srt
8.69 KB
07 - Working with Text Data/009 Exploring the expand and n Parameters of the str.split Method.mp4
27.64 MB
07 - Working with Text Data/009 Exploring the expand and n Parameters of the str.split Method_en.srt
10.26 KB
07 - Working with Text Data/external-assets-links.txt
971 B
08 - MultiIndex/001 Intro to the MultiIndex Module.mp4
9.84 MB
08 - MultiIndex/001 Intro to the MultiIndex Module_en.srt
7.45 KB
08 - MultiIndex/002 Create a MultiIndex on a DataFrame with the set_index Method.mp4
22.14 MB
08 - MultiIndex/002 Create a MultiIndex on a DataFrame with the set_index Method_en.srt
15.08 KB
08 - MultiIndex/003 Extract Index Level Values with the get_level_values Method.mp4
9.89 MB
08 - MultiIndex/003 Extract Index Level Values with the get_level_values Method_en.srt
6.39 KB
08 - MultiIndex/004 Change Index Level Name with the set_names Method.mp4
9.09 MB
08 - MultiIndex/004 Change Index Level Name with the set_names Method_en.srt
5.95 KB
08 - MultiIndex/005 The sort_index Method on a MultiIndex DataFrame.mp4
16.77 MB
08 - MultiIndex/005 The sort_index Method on a MultiIndex DataFrame_en.srt
12.43 KB
08 - MultiIndex/006 Extract Rows from a MultiIndex DataFrame.mp4
22.8 MB
08 - MultiIndex/006 Extract Rows from a MultiIndex DataFrame_en.srt
16.6 KB
08 - MultiIndex/007 The transpose Method on a MultiIndex DataFrame.mp4
17.97 MB
08 - MultiIndex/007 The transpose Method on a MultiIndex DataFrame_en.srt
12.45 KB
08 - MultiIndex/008 The .swaplevel() Method.mp4
4.88 MB
08 - MultiIndex/008 The .swaplevel() Method_en.srt
5.33 KB
08 - MultiIndex/009 The .stack() Method.mp4
36.38 MB
08 - MultiIndex/009 The .stack() Method_en.srt
10.14 KB
08 - MultiIndex/010 The .unstack() Method, Part 1.mp4
11.42 MB
08 - MultiIndex/010 The .unstack() Method, Part 1_en.srt
5.94 KB
08 - MultiIndex/011 The .unstack() Method, Part 2.mp4
31.22 MB
08 - MultiIndex/011 The .unstack() Method, Part 2_en.srt
9.82 KB
08 - MultiIndex/012 The .unstack() Method, Part 3.mp4
27.27 MB
08 - MultiIndex/012 The .unstack() Method, Part 3_en.srt
8.36 KB
08 - MultiIndex/013 The pivot Method.mp4
15.72 MB
08 - MultiIndex/013 The pivot Method_en.srt
11.46 KB
08 - MultiIndex/014 Use the pivot_table method to create an aggregate summary of a DataFrame.mp4
32.73 MB
08 - MultiIndex/014 Use the pivot_table method to create an aggregate summary of a DataFrame_en.srt
17.04 KB
08 - MultiIndex/015 Use the pd.melt method to create a narrow dataset from a wide one.mp4
47.79 MB
08 - MultiIndex/015 Use the pd.melt method to create a narrow dataset from a wide one_en.srt
9.47 KB
08 - MultiIndex/external-assets-links.txt
1.32 KB
09 - The GroupBy Object/001 Intro to the Groupby Module.mp4
23.13 MB
09 - The GroupBy Object/001 Intro to the Groupby Module_en.srt
12.47 KB
09 - The GroupBy Object/002 First Operations with groupby Object.mp4
61.64 MB
09 - The GroupBy Object/002 First Operations with groupby Object_en.srt
14.47 KB
09 - The GroupBy Object/003 Retrieve a group from a GroupBy object with the get_group Method.mp4
9.18 MB
09 - The GroupBy Object/003 Retrieve a group from a GroupBy object with the get_group Method_en.srt
5.57 KB
09 - The GroupBy Object/004 Methods on the Groupby Object and DataFrame Columns.mp4
33.03 MB
09 - The GroupBy Object/004 Methods on the Groupby Object and DataFrame Columns_en.srt
13.24 KB
09 - The GroupBy Object/005 Grouping by Multiple Columns.mp4
24.47 MB
09 - The GroupBy Object/005 Grouping by Multiple Columns_en.srt
6.79 KB
09 - The GroupBy Object/006 The .agg() Method.mp4
41.47 MB
09 - The GroupBy Object/006 The .agg() Method_en.srt
9.04 KB
09 - The GroupBy Object/007 Iterating through Groups.mp4
33.74 MB
09 - The GroupBy Object/007 Iterating through Groups_en.srt
13.12 KB
10 - Merging, Joining, and Concatenating DataFrames/001 Intro to the Merging, Joining, and Concatenating Section.mp4
11.89 MB
10 - Merging, Joining, and Concatenating DataFrames/001 Intro to the Merging, Joining, and Concatenating Section_en.srt
7.51 KB
10 - Merging, Joining, and Concatenating DataFrames/002 The pd.concat Method, Part 1.mp4
10.48 MB
10 - Merging, Joining, and Concatenating DataFrames/002 The pd.concat Method, Part 1_en.srt
8.16 KB
10 - Merging, Joining, and Concatenating DataFrames/003 The pd.concat Method, Part 2.mp4
15.31 MB
10 - Merging, Joining, and Concatenating DataFrames/003 The pd.concat Method, Part 2_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/004 Inner Joins, Part 1.mp4
43.41 MB
10 - Merging, Joining, and Concatenating DataFrames/004 Inner Joins, Part 1_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/005 Inner Joins, Part 2.mp4
20.8 MB
10 - Merging, Joining, and Concatenating DataFrames/005 Inner Joins, Part 2_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/006 Outer Joins.mp4
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10 - Merging, Joining, and Concatenating DataFrames/006 Outer Joins_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/007 Left Joins.mp4
63.15 MB
10 - Merging, Joining, and Concatenating DataFrames/007 Left Joins_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/008 The left_on and right_on Parameters.mp4
48.52 MB
10 - Merging, Joining, and Concatenating DataFrames/008 The left_on and right_on Parameters_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/009 Merging by Indexes with the left_index and right_index Parameters.mp4
53.98 MB
10 - Merging, Joining, and Concatenating DataFrames/009 Merging by Indexes with the left_index and right_index Parameters_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/010 The .join() Method.mp4
5.49 MB
10 - Merging, Joining, and Concatenating DataFrames/010 The .join() Method_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/011 The pd.merge() Method.mp4
10.28 MB
10 - Merging, Joining, and Concatenating DataFrames/011 The pd.merge() Method_en.srt
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10 - Merging, Joining, and Concatenating DataFrames/external-assets-links.txt
468 B
11 - Working with Dates and Times in Datasets/001 Intro to the Working with Dates and Times Module.mp4
5.58 MB
11 - Working with Dates and Times in Datasets/001 Intro to the Working with Dates and Times Module_en.srt
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11 - Working with Dates and Times in Datasets/002 Review of Python's datetime Module.mp4
29.2 MB
11 - Working with Dates and Times in Datasets/002 Review of Python's datetime Module_en.srt
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11 - Working with Dates and Times in Datasets/003 The pandas Timestamp Object.mp4
17.4 MB
11 - Working with Dates and Times in Datasets/003 The pandas Timestamp Object_en.srt
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11 - Working with Dates and Times in Datasets/004 The pandas DateTimeIndex Object.mp4
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11 - Working with Dates and Times in Datasets/004 The pandas DateTimeIndex Object_en.srt
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11 - Working with Dates and Times in Datasets/005 The pd.to_datetime() Method.mp4
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11 - Working with Dates and Times in Datasets/005 The pd.to_datetime() Method_en.srt
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11 - Working with Dates and Times in Datasets/006 Create Range of Dates with the pd.date_range() Method, Part 1.mp4
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11 - Working with Dates and Times in Datasets/006 Create Range of Dates with the pd.date_range() Method, Part 1_en.srt
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11 - Working with Dates and Times in Datasets/007 Create Range of Dates with the pd.date_range() Method, Part 2.mp4
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11 - Working with Dates and Times in Datasets/007 Create Range of Dates with the pd.date_range() Method, Part 2_en.srt
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11 - Working with Dates and Times in Datasets/008 Create Range of Dates with the pd.date_range() Method, Part 3.mp4
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11 - Working with Dates and Times in Datasets/008 Create Range of Dates with the pd.date_range() Method, Part 3_en.srt
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11 - Working with Dates and Times in Datasets/009 The .dt Accessor.mp4
17.51 MB
11 - Working with Dates and Times in Datasets/009 The .dt Accessor_en.srt
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11 - Working with Dates and Times in Datasets/010 Install pandas-datareader Library.mp4
22.6 MB
11 - Working with Dates and Times in Datasets/010 Install pandas-datareader Library_en.srt
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11 - Working with Dates and Times in Datasets/011 Import Financial Data Set with pandas_datareader Library.mp4
19.23 MB
11 - Working with Dates and Times in Datasets/011 Import Financial Data Set with pandas_datareader Library_en.srt
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11 - Working with Dates and Times in Datasets/012 Selecting Rows from a DataFrame with a DateTimeIndex.mp4
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11 - Working with Dates and Times in Datasets/012 Selecting Rows from a DataFrame with a DateTimeIndex_en.srt
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11 - Working with Dates and Times in Datasets/013 Timestamp Object Attributes and Methods.mp4
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11 - Working with Dates and Times in Datasets/013 Timestamp Object Attributes and Methods_en.srt
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11 - Working with Dates and Times in Datasets/014 The pd.DateOffset Object.mp4
18.74 MB
11 - Working with Dates and Times in Datasets/014 The pd.DateOffset Object_en.srt
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11 - Working with Dates and Times in Datasets/015 Timeseries Offsets.mp4
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11 - Working with Dates and Times in Datasets/015 Timeseries Offsets_en.srt
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11 - Working with Dates and Times in Datasets/016 The Timedelta Object.mp4
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11 - Working with Dates and Times in Datasets/016 The Timedelta Object_en.srt
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11 - Working with Dates and Times in Datasets/017 Timedeltas in a Dataset.mp4
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11 - Working with Dates and Times in Datasets/017 Timedeltas in a Dataset_en.srt
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11 - Working with Dates and Times in Datasets/external-assets-links.txt
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12 - Input and Output in pandas/001 Intro to the Input and Output Section.mp4
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12 - Input and Output in pandas/001 Intro to the Input and Output Section_en.srt
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12 - Input and Output in pandas/002 Pass a URL to the pd.read_csv Method.mp4
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12 - Input and Output in pandas/002 Pass a URL to the pd.read_csv Method_en.srt
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12 - Input and Output in pandas/003 Quick Object Conversions.mp4
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12 - Input and Output in pandas/003 Quick Object Conversions_en.srt
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12 - Input and Output in pandas/004 Export CSV File with the to_csv Method.mp4
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12 - Input and Output in pandas/004 Export CSV File with the to_csv Method_en.srt
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12 - Input and Output in pandas/005 Install xlrd and openpyxl Libraries to Read and Write Excel Files.mp4
11.39 MB
12 - Input and Output in pandas/005 Install xlrd and openpyxl Libraries to Read and Write Excel Files_en.srt
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12 - Input and Output in pandas/006 Import Excel File into pandas with the read_excel Method.mp4
39.23 MB
12 - Input and Output in pandas/006 Import Excel File into pandas with the read_excel Method_en.srt
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12 - Input and Output in pandas/007 Export Excel File with the to_excel Method.mp4
36.88 MB
12 - Input and Output in pandas/007 Export Excel File with the to_excel Method_en.srt
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12 - Input and Output in pandas/external-assets-links.txt
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13 - Visualization/001 Intro to Visualization Section.mp4
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13 - Visualization/001 Intro to Visualization Section_en.srt
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13 - Visualization/002 Use the plot Method to Render a Line Chart.mp4
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13 - Visualization/002 Use the plot Method to Render a Line Chart_en.srt
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13 - Visualization/003 Modifying Plot Aesthetics with matplotlib Templates.mp4
13.8 MB
13 - Visualization/003 Modifying Plot Aesthetics with matplotlib Templates_en.srt
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13 - Visualization/004 Creating Bar Graphs to Show Counts.mp4
13.45 MB
13 - Visualization/004 Creating Bar Graphs to Show Counts_en.srt
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13 - Visualization/005 Creating Pie Charts to Represent Proportions.mp4
10.7 MB
13 - Visualization/005 Creating Pie Charts to Represent Proportions_en.srt
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13 - Visualization/external-assets-links.txt
400 B
14 - Options and Settings in pandas/001 Introduction to the Options and Settings Module.mp4
2.54 MB
14 - Options and Settings in pandas/001 Introduction to the Options and Settings Module_en.srt
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14 - Options and Settings in pandas/002 Changing pandas Options with Attributes and Dot Syntax.mp4
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14 - Options and Settings in pandas/002 Changing pandas Options with Attributes and Dot Syntax_en.srt
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14 - Options and Settings in pandas/003 Changing pandas Options with Methods.mp4
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14 - Options and Settings in pandas/003 Changing pandas Options with Methods_en.srt
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14 - Options and Settings in pandas/004 The precision Option.mp4
12.93 MB
14 - Options and Settings in pandas/004 The precision Option_en.srt
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15 - Conclusion/001 Conclusion.mp4
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15 - Conclusion/001 Conclusion_en.srt
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15 - Conclusion/002 Bonus_.html
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