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文档列表

08 Data Visualization With Pandas and Seaborn/004 Seaborn PairPlot and Heatmaps.mp4 173.9 MB
09 Pandas and Date_Time/009 Pandas DateTime Practical Project Part 2.mp4 172.9 MB
04 Pandas DataFrame Fundamentals/026 Feature Engineering and handling missing datasets.mp4 163.9 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/005 Python Basics_ Get User Input.mp4 155.1 MB
08 Data Visualization With Pandas and Seaborn/002 Seaborn Scatterplot and Countplot.mp4 152.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/027 Dealing with Files_ Text.mp4 152.6 MB
04 Pandas DataFrame Fundamentals/024 Pandas Operations with DataFrames.mp4 151.2 MB
05 DataFrames Concatenation, Merging and Joining/002 Dataframe Concatenation.mp4 149.2 MB
09 Pandas and Date_Time/011 Pandas and Data Visualization.mp4 143.3 MB
06 Pandas Multi-indexing and Groupby/010 Multi-indexing Operations Part 2.mp4 143.1 MB
09 Pandas and Date_Time/005 Date and Time Using Pandas.mp4 142.0 MB
04 Pandas DataFrame Fundamentals/014 Label-based elements selection Using .loc().mp4 122.6 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/007 Data Types in Python_ List.mp4 120.9 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/021 Loops_ List Comprehension.mp4 113.0 MB
10 Pandas and Text Data/012 Remove Stopwords from Text.mp4 108.8 MB
04 Pandas DataFrame Fundamentals/002 Define a Pandas DataFrame.mp4 107.1 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Key Tips for Success, Getting Help and Course Certification.mp4 107.0 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/001 Python Basics_ Variables Assignment.mp4 106.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/009 Data Types in Python_ Strings.mp4 106.2 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/033 Numpy_ Slicing and Indexing.mp4 101.6 MB
03 Pandas Series Fundamentals/003 Define a Pandas Series with default index.mp4 100.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/002 Python Basics_ Perform Math Operations.mp4 100.4 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/014 Comparison_Logical Operators and Conditional Statements - Part #3.mp4 99.4 MB
04 Pandas DataFrame Fundamentals/018 Pandas Broadcasting Operation.mp4 99.0 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/004 Data Sources, Types and Course Outline.mp4 97.5 MB
06 Pandas Multi-indexing and Groupby/006 Create Multi-Indexed DataFrame.mp4 95.2 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/016 Loops_ For Loops.mp4 94.4 MB
04 Pandas DataFrame Fundamentals/010 Select a Column from the DataFrame.mp4 94.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/028 Dealing with Files_ CSV.mp4 93.4 MB
10 Pandas and Text Data/008 Pandas Operations with Text Data - Part 2.mp4 92.9 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/031 Numpy_ Shape Length Type.mp4 92.0 MB
10 Pandas and Text Data/018 WordCloud Text Data Visualization.mp4 89.5 MB
10 Pandas and Text Data/010 Remove Punctuations from Text.mp4 89.4 MB
07 Data Visualization with Pandas and Matplotlib/003 Basic Line Plot.mp4 89.0 MB
06 Pandas Multi-indexing and Groupby/002 Import and Explore e-Commerce Dataset.mp4 86.7 MB
09 Pandas and Date_Time/003 Python DateTime Module.mp4 86.3 MB
09 Pandas and Date_Time/007 Pandas DateTime Practical Project Part 1.mp4 85.9 MB
04 Pandas DataFrame Fundamentals/020 Pandas DataFrames Sorting and Ordering.mp4 85.2 MB
10 Pandas and Text Data/014 Text Tokenization.mp4 84.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/004 Python Basics_ Print Operation.mp4 82.4 MB
03 Pandas Series Fundamentals/009 Pandas Series Attributes.mp4 82.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/015 Comparison_Logical Operators and Conditional Statements - Part #4.mp4 82.1 MB
03 Pandas Series Fundamentals/013 1-D CSV Import Using Pandas.mp4 81.7 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/018 Loops_ While Loops.mp4 81.0 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/023 Functions_ Custom Functions.mp4 80.4 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/030 Numpy_ Built-in methods and functions.mp4 78.6 MB
04 Pandas DataFrame Fundamentals/028 Change DataFrame Datatypes.mp4 77.9 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/001 Course Introduction and Welcome Message.mp4 77.5 MB
07 Data Visualization with Pandas and Matplotlib/005 Download data directly from Yahoo Finance.mp4 75.4 MB
08 Data Visualization With Pandas and Seaborn/005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.mp4 75.3 MB
04 Pandas DataFrame Fundamentals/016 Integer-based elements selection .iloc().mp4 75.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/003 Python Basics_ Order of Operations.mp4 74.9 MB
06 Pandas Multi-indexing and Groupby/004 Groupby Operation.mp4 74.4 MB
04 Pandas DataFrame Fundamentals/012 Add and Delete Column from DataFrame.mp4 73.6 MB
04 Pandas DataFrame Fundamentals/004 Read 2-D CSV and HTML Data Using Pandas.mp4 73.4 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/020 Loops_ Nested Loops.mp4 73.3 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/003 Why data is considered the new gold of the 21st Century_.mp4 72.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/017 Loops_ Range.mp4 70.5 MB
05 DataFrames Concatenation, Merging and Joining/006 Dataframe Merging.mp4 70.0 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/012 Comparison_Logical Operators and Conditional Statements - Part #1.mp4 69.0 MB
03 Pandas Series Fundamentals/027 Pandas Series Recap and Concluding Remarks.mp4 68.7 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/026 Functions_ Filter.mp4 68.6 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/025 Functions_ Map.mp4 68.3 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/008 Data Types in Python_ Dictionary.mp4 67.8 MB
06 Pandas Multi-indexing and Groupby/008 Multi-indexing Operations Part 1.mp4 65.9 MB
04 Pandas DataFrame Fundamentals/030 Pandas DataFrame Recap and Concluding Remarks.mp4 65.1 MB
05 DataFrames Concatenation, Merging and Joining/004 Concatenation with multiindexing.mp4 64.9 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/019 Loops_ Break a Loop.mp4 64.0 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/013 Comparison_Logical Operators and Conditional Statements - Part #2.mp4 62.6 MB
07 Data Visualization with Pandas and Matplotlib/018 Final Breakout Room Challenge_ Solution.mp4 61.9 MB
03 Pandas Series Fundamentals/017 Pandas Series Sorting and Ordering.mp4 61.2 MB
10 Pandas and Text Data/016 Data Visualization.mp4 60.4 MB
04 Pandas DataFrame Fundamentals/008 Setting and Resetting Pandas DataFrame Index.mp4 60.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/029 Numpy_ Numpy Basics.mp4 59.8 MB
10 Pandas and Text Data/001 Overview of Pandas and Text Dataset.mp4 59.7 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/034 Numpy_ Elements Selection.mp4 57.3 MB
03 Pandas Series Fundamentals/025 Pandas Series Slicing.mp4 57.2 MB
04 Pandas DataFrame Fundamentals/022 Pandas DataFrames with Functions.mp4 55.6 MB
04 Pandas DataFrame Fundamentals/003 Define a Pandas DataFrame_ Mini Challenge Solution.mp4 54.7 MB
03 Pandas Series Fundamentals/011 Pandas Methods.mp4 54.6 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/010 Data Types in Python_ Tuples.mp4 53.4 MB
03 Pandas Series Fundamentals/002 Introduction to Pandas Series Notebook.mp4 53.4 MB
03 Pandas Series Fundamentals/005 Define a Pandas Series with custom index.mp4 52.7 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/024 Functions_ Lambda Functions.mp4 51.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/006 Data Types in Python_ Booleans.mp4 51.2 MB
03 Pandas Series Fundamentals/015 Pandas Series and Built-in Python functions.mp4 49.0 MB
09 Pandas and Date_Time/012 Pandas and Data Visualization Mini Challenge Solution.mp4 48.2 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/022 Functions_ Built-in Functions.mp4 47.8 MB
07 Data Visualization with Pandas and Matplotlib/013 Pie Charts.mp4 46.5 MB
07 Data Visualization with Pandas and Matplotlib/015 Histograms.mp4 46.4 MB
06 Pandas Multi-indexing and Groupby/012 Recap and Concluding Remarks.mp4 46.0 MB
10 Pandas and Text Data/002 Load Text Data and Perform Basic Data Exploration.mp4 45.6 MB
10 Pandas and Text Data/004 Upper and Lower Case Text Data Conversion.mp4 45.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/011 Data Types in Python_ Sets.mp4 44.8 MB
09 Pandas and Date_Time/013 Recap and Concluding Remarks.mp4 44.1 MB
09 Pandas and Date_Time/002 Introduction to Date Time Notebook.mp4 44.1 MB
05 DataFrames Concatenation, Merging and Joining/005 Multiindexing Mini Challenge Solution.mp4 43.8 MB
04 Pandas DataFrame Fundamentals/019 Pandas Broadcasting Operation_ Mini Challenge Solution.mp4 43.1 MB
03 Pandas Series Fundamentals/007 Define a Pandas Series from a Python dictionary.mp4 42.8 MB
10 Pandas and Text Data/006 Pandas Operations with Text Data - Part 1.mp4 42.4 MB
04 Pandas DataFrame Fundamentals/029 Change DataFrame Datatypes_ Mini Challenge Solution.mp4 42.3 MB
07 Data Visualization with Pandas and Matplotlib/014 Pie Charts_ Mini Challenge Solution.mp4 41.5 MB
07 Data Visualization with Pandas and Matplotlib/006 Download data directly from Yahoo Finance_ Mini Challenge Solution.mp4 39.7 MB
03 Pandas Series Fundamentals/019 Perform Math Operations on Pandas Series.mp4 39.2 MB
04 Pandas DataFrame Fundamentals/006 Write DataFrame into CSV.mp4 39.2 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/032 Numpy_ Math Operations.mp4 38.8 MB
05 DataFrames Concatenation, Merging and Joining/007 Dataframe Merging Mini Challenge Solution.mp4 38.8 MB
05 DataFrames Concatenation, Merging and Joining/003 Dataframe Mini Challenge Solution.mp4 38.8 MB
03 Pandas Series Fundamentals/014 1-D CSV Import Using Pandas_ Mini Challenge Solution.mp4 37.7 MB
04 Pandas DataFrame Fundamentals/027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.mp4 36.8 MB
07 Data Visualization with Pandas and Matplotlib/002 Introduction to Data Visualization with Matplotlib.mp4 36.6 MB
04 Pandas DataFrame Fundamentals/015 Label-based elements selection Using .loc()_ Mini Challenge Solution.mp4 35.1 MB
10 Pandas and Text Data/020 Pandas with Text Data Recap and Concluding Remarks.mp4 34.4 MB
04 Pandas DataFrame Fundamentals/007 Write DataFrame into CSV_ Mini Challenge Solution.mp4 34.0 MB
04 Pandas DataFrame Fundamentals/025 Pandas Operations with DataFrames_ Mini Challenge Solutions.mp4 34.0 MB
03 Pandas Series Fundamentals/004 Define a Pandas Series with default index_ Mini Challenge Solution.mp4 31.3 MB
04 Pandas DataFrame Fundamentals/013 Add and Delete Column from DataFrame_ Mini Challenge Solution.mp4 30.8 MB
03 Pandas Series Fundamentals/021 Check if a given element exists in Pandas Series.mp4 30.2 MB
07 Data Visualization with Pandas and Matplotlib/007 Multiple Plots.mp4 30.1 MB
08 Data Visualization With Pandas and Seaborn/003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.mp4 30.0 MB
03 Pandas Series Fundamentals/023 Pandas Series Indexing.mp4 29.6 MB
07 Data Visualization with Pandas and Matplotlib/011 Scatterplot.mp4 29.4 MB
10 Pandas and Text Data/007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.mp4 28.8 MB
03 Pandas Series Fundamentals/012 Pandas Methods_ Mini Challenge Solution.mp4 28.8 MB
03 Pandas Series Fundamentals/006 Define a Pandas Series with custom index_ Mini Challenge Solution.mp4 28.7 MB
09 Pandas and Date_Time/008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.mp4 28.5 MB
06 Pandas Multi-indexing and Groupby/001 Introduction to Multi-Indexing and Group by.mp4 27.9 MB
06 Pandas Multi-indexing and Groupby/011 Multi-indexing Operations Part 2 Mini Challenge Solution.mp4 27.6 MB
03 Pandas Series Fundamentals/008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.mp4 27.2 MB
06 Pandas Multi-indexing and Groupby/009 Multi-indexing Operations Part 1 Mini Challenge Solution.mp4 26.8 MB
07 Data Visualization with Pandas and Matplotlib/019 Recap and Concluding Remarks.mp4 26.5 MB
03 Pandas Series Fundamentals/016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.mp4 26.0 MB
09 Pandas and Date_Time/006 Date and Time Using Pandas Mini Challenge Solution.mp4 26.0 MB
10 Pandas and Text Data/019 WordCloud Text Data Visualization Mini Challenge Solution.mp4 25.7 MB
10 Pandas and Text Data/003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.mp4 25.1 MB
03 Pandas Series Fundamentals/022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.mp4 24.8 MB
03 Pandas Series Fundamentals/018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.mp4 23.7 MB
07 Data Visualization with Pandas and Matplotlib/009 Subplots.mp4 23.4 MB
10 Pandas and Text Data/013 Remove Stopwords from Text Mini Challenge Solution.mp4 23.3 MB
07 Data Visualization with Pandas and Matplotlib/004 Basic Line Plot_ Mini Challenge Solution.mp4 23.3 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/001 Data Analysis Masterclass Course Package.zip 22.6 MB
04 Pandas DataFrame Fundamentals/021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.mp4 22.1 MB
03 Pandas Series Fundamentals/010 Pandas Series Attributes_ Mini Challenge Solution.mp4 21.4 MB
04 Pandas DataFrame Fundamentals/005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.mp4 20.5 MB
06 Pandas Multi-indexing and Groupby/005 Groupby Operation Mini Challenge Solution.mp4 20.2 MB
03 Pandas Series Fundamentals/026 Pandas Series Slicing_ Mini Challenge Solution.mp4 20.2 MB
04 Pandas DataFrame Fundamentals/011 Select a Column from the DataFrame_ Mini Challenge Solution.mp4 19.9 MB
09 Pandas and Date_Time/004 Python DateTime Module Mini Challenge Solution.mp4 19.8 MB
03 Pandas Series Fundamentals/020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.mp4 19.4 MB
10 Pandas and Text Data/011 Remove Punctuations from Text Mini Challenge Solution.mp4 19.2 MB
04 Pandas DataFrame Fundamentals/023 Pandas DataFrames with Functions_ Mini Challenge Solution.mp4 19.1 MB
04 Pandas DataFrame Fundamentals/017 Integer-based elements selection .iloc()_ Mini Challenge Solution.mp4 17.7 MB
04 Pandas DataFrame Fundamentals/009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.mp4 16.4 MB
06 Pandas Multi-indexing and Groupby/003 Import and Explore e-Commerce Dataset Mini Challenge Solution.mp4 15.5 MB
07 Data Visualization with Pandas and Matplotlib/016 Histograms_ Mini Challenge Solution.mp4 13.8 MB
07 Data Visualization with Pandas and Matplotlib/010 Subplots_ Mini Challenge Solution.mp4 13.2 MB
09 Pandas and Date_Time/010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.mp4 12.9 MB
03 Pandas Series Fundamentals/024 Pandas Series Indexing_ Mini Challenge Solution.mp4 12.4 MB
10 Pandas and Text Data/009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.mp4 11.6 MB
06 Pandas Multi-indexing and Groupby/007 Create Multi-Indexed DataFrame Mini Challenge Solution.mp4 10.2 MB
07 Data Visualization with Pandas and Matplotlib/012 Scatterplot_ Mini Challenge Solution.mp4 10.1 MB
10 Pandas and Text Data/015 Text Tokenization Mini Challenge Solution.mp4 10.0 MB
10 Pandas and Text Data/005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.mp4 8.5 MB
12 Thank You and Links to Other Courses/001 Conclusion.mp4 7.6 MB
10 Pandas and Text Data/017 Data Visualization Mini Challenge Solution.mp4 7.3 MB
07 Data Visualization with Pandas and Matplotlib/008 Multiple Plots_ Mini Challenge Solution.mp4 7.2 MB
07 Data Visualization with Pandas and Matplotlib/017 Final Breakout Room Challenge.mp4 6.4 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/007 Data Types in Python_ List.en.srt 32.7 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/027 Dealing with Files_ Text.en.srt 30.6 kB
04 Pandas DataFrame Fundamentals/024 Pandas Operations with DataFrames.en.srt 27.9 kB
05 DataFrames Concatenation, Merging and Joining/002 Dataframe Concatenation.en.srt 27.4 kB
04 Pandas DataFrame Fundamentals/026 Feature Engineering and handling missing datasets.en.srt 27.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/005 Python Basics_ Get User Input.en.srt 27.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/021 Loops_ List Comprehension.en.srt 26.9 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/014 Comparison_Logical Operators and Conditional Statements - Part #3.en.srt 25.8 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/033 Numpy_ Slicing and Indexing.en.srt 25.5 kB
09 Pandas and Date_Time/009 Pandas DateTime Practical Project Part 2.en.srt 24.6 kB
08 Data Visualization With Pandas and Seaborn/004 Seaborn PairPlot and Heatmaps.en.srt 24.3 kB
08 Data Visualization With Pandas and Seaborn/002 Seaborn Scatterplot and Countplot.en.srt 23.6 kB
09 Pandas and Date_Time/005 Date and Time Using Pandas.en.srt 23.5 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/009 Data Types in Python_ Strings.en.srt 22.7 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/023 Functions_ Custom Functions.en.srt 22.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/016 Loops_ For Loops.en.srt 22.0 kB
09 Pandas and Date_Time/011 Pandas and Data Visualization.en.srt 21.7 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/001 Python Basics_ Variables Assignment.en.srt 21.7 kB
06 Pandas Multi-indexing and Groupby/010 Multi-indexing Operations Part 2.en.srt 21.5 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/018 Loops_ While Loops.en.srt 21.4 kB
10 Pandas and Text Data/012 Remove Stopwords from Text.en.srt 21.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/015 Comparison_Logical Operators and Conditional Statements - Part #4.en.srt 21.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/002 Python Basics_ Perform Math Operations.en.srt 20.7 kB
04 Pandas DataFrame Fundamentals/002 Define a Pandas DataFrame.en.srt 20.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/028 Dealing with Files_ CSV.en.srt 19.9 kB
10 Pandas and Text Data/010 Remove Punctuations from Text.en.srt 19.7 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/020 Loops_ Nested Loops.en.srt 19.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/031 Numpy_ Shape Length Type.en.srt 19.1 kB
10 Pandas and Text Data/014 Text Tokenization.en.srt 18.9 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/003 Python Basics_ Order of Operations.en.srt 18.1 kB
03 Pandas Series Fundamentals/003 Define a Pandas Series with default index.en.srt 18.0 kB
04 Pandas DataFrame Fundamentals/014 Label-based elements selection Using .loc().en.srt 17.6 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/004 Python Basics_ Print Operation.en.srt 17.5 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/017 Loops_ Range.en.srt 17.4 kB
09 Pandas and Date_Time/003 Python DateTime Module.en.srt 17.2 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/013 Comparison_Logical Operators and Conditional Statements - Part #2.en.srt 17.2 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/019 Loops_ Break a Loop.en.srt 17.0 kB
07 Data Visualization with Pandas and Matplotlib/003 Basic Line Plot.en.srt 16.7 kB
01 Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Key Tips for Success, Getting Help and Course Certification.en.srt 16.1 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/012 Comparison_Logical Operators and Conditional Statements - Part #1.en.srt 16.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/030 Numpy_ Built-in methods and functions.en.srt 16.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/008 Data Types in Python_ Dictionary.en.srt 15.8 kB
04 Pandas DataFrame Fundamentals/010 Select a Column from the DataFrame.en.srt 15.3 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/025 Functions_ Map.en.srt 15.2 kB
10 Pandas and Text Data/008 Pandas Operations with Text Data - Part 2.en.srt 15.1 kB
04 Pandas DataFrame Fundamentals/018 Pandas Broadcasting Operation.en.srt 15.0 kB
03 Pandas Series Fundamentals/013 1-D CSV Import Using Pandas.en.srt 14.9 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/026 Functions_ Filter.en.srt 14.4 kB
06 Pandas Multi-indexing and Groupby/002 Import and Explore e-Commerce Dataset.en.srt 13.5 kB
05 DataFrames Concatenation, Merging and Joining/006 Dataframe Merging.en.srt 13.4 kB
06 Pandas Multi-indexing and Groupby/006 Create Multi-Indexed DataFrame.en.srt 13.2 kB
03 Pandas Series Fundamentals/009 Pandas Series Attributes.en.srt 13.2 kB
01 Course Introduction, Success Tips and Key Learning Outcomes/004 Data Sources, Types and Course Outline.en.srt 13.1 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/034 Numpy_ Elements Selection.en.srt 13.0 kB
04 Pandas DataFrame Fundamentals/020 Pandas DataFrames Sorting and Ordering.en.srt 12.9 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/006 Data Types in Python_ Booleans.en.srt 12.9 kB
09 Pandas and Date_Time/007 Pandas DateTime Practical Project Part 1.en.srt 12.8 kB
10 Pandas and Text Data/018 WordCloud Text Data Visualization.en.srt 12.6 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/029 Numpy_ Numpy Basics.en.srt 12.5 kB
06 Pandas Multi-indexing and Groupby/004 Groupby Operation.en.srt 12.4 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/022 Functions_ Built-in Functions.en.srt 12.2 kB
04 Pandas DataFrame Fundamentals/012 Add and Delete Column from DataFrame.en.srt 12.2 kB
04 Pandas DataFrame Fundamentals/004 Read 2-D CSV and HTML Data Using Pandas.en.srt 12.2 kB
04 Pandas DataFrame Fundamentals/028 Change DataFrame Datatypes.en.srt 12.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/010 Data Types in Python_ Tuples.en.srt 11.8 kB
07 Data Visualization with Pandas and Matplotlib/005 Download data directly from Yahoo Finance.en.srt 11.7 kB
05 DataFrames Concatenation, Merging and Joining/004 Concatenation with multiindexing.en.srt 11.6 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/024 Functions_ Lambda Functions.en.srt 11.4 kB
10 Pandas and Text Data/016 Data Visualization.en.srt 11.4 kB
03 Pandas Series Fundamentals/017 Pandas Series Sorting and Ordering.en.srt 11.2 kB
07 Data Visualization with Pandas and Matplotlib/015 Histograms.en.srt 10.9 kB
04 Pandas DataFrame Fundamentals/003 Define a Pandas DataFrame_ Mini Challenge Solution.en.srt 10.8 kB
08 Data Visualization With Pandas and Seaborn/005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.en.srt 10.6 kB
04 Pandas DataFrame Fundamentals/016 Integer-based elements selection .iloc().en.srt 10.4 kB
07 Data Visualization with Pandas and Matplotlib/018 Final Breakout Room Challenge_ Solution.en.srt 10.0 kB
03 Pandas Series Fundamentals/027 Pandas Series Recap and Concluding Remarks.en.srt 9.9 kB
03 Pandas Series Fundamentals/025 Pandas Series Slicing.en.srt 9.8 kB
04 Pandas DataFrame Fundamentals/022 Pandas DataFrames with Functions.en.srt 9.7 kB
03 Pandas Series Fundamentals/011 Pandas Methods.en.srt 9.6 kB
06 Pandas Multi-indexing and Groupby/008 Multi-indexing Operations Part 1.en.srt 9.3 kB
07 Data Visualization with Pandas and Matplotlib/013 Pie Charts.en.srt 9.1 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/011 Data Types in Python_ Sets.en.srt 9.1 kB
01 Course Introduction, Success Tips and Key Learning Outcomes/003 Why data is considered the new gold of the 21st Century_.en.srt 9.1 kB
03 Pandas Series Fundamentals/005 Define a Pandas Series with custom index.en.srt 9.0 kB
11 Appendix_ Crash Course on Python Programming Fundamentals/032 Numpy_ Math Operations.en.srt 8.8 kB
05 DataFrames Concatenation, Merging and Joining/007 Dataframe Merging Mini Challenge Solution.en.srt 8.7 kB
04 Pandas DataFrame Fundamentals/008 Setting and Resetting Pandas DataFrame Index.en.srt 8.6 kB
10 Pandas and Text Data/006 Pandas Operations with Text Data - Part 1.en.srt 8.6 kB
03 Pandas Series Fundamentals/015 Pandas Series and Built-in Python functions.en.srt 8.5 kB
10 Pandas and Text Data/002 Load Text Data and Perform Basic Data Exploration.en.srt 8.3 kB
10 Pandas and Text Data/001 Overview of Pandas and Text Dataset.en.srt 8.3 kB
05 DataFrames Concatenation, Merging and Joining/005 Multiindexing Mini Challenge Solution.en.srt 8.2 kB
05 DataFrames Concatenation, Merging and Joining/003 Dataframe Mini Challenge Solution.en.srt 8.2 kB
04 Pandas DataFrame Fundamentals/030 Pandas DataFrame Recap and Concluding Remarks.en.srt 8.0 kB
03 Pandas Series Fundamentals/007 Define a Pandas Series from a Python dictionary.en.srt 8.0 kB
07 Data Visualization with Pandas and Matplotlib/014 Pie Charts_ Mini Challenge Solution.en.srt 7.9 kB
03 Pandas Series Fundamentals/019 Perform Math Operations on Pandas Series.en.srt 7.7 kB
12 Thank You and Links to Other Courses/002 Links to Other Courses.html 7.0 kB
03 Pandas Series Fundamentals/002 Introduction to Pandas Series Notebook.en.srt 7.0 kB
04 Pandas DataFrame Fundamentals/019 Pandas Broadcasting Operation_ Mini Challenge Solution.en.srt 6.9 kB
10 Pandas and Text Data/004 Upper and Lower Case Text Data Conversion.en.srt 6.9 kB
04 Pandas DataFrame Fundamentals/006 Write DataFrame into CSV.en.srt 6.7 kB
09 Pandas and Date_Time/012 Pandas and Data Visualization Mini Challenge Solution.en.srt 6.7 kB
03 Pandas Series Fundamentals/014 1-D CSV Import Using Pandas_ Mini Challenge Solution.en.srt 6.4 kB
04 Pandas DataFrame Fundamentals/013 Add and Delete Column from DataFrame_ Mini Challenge Solution.en.srt 6.2 kB
04 Pandas DataFrame Fundamentals/027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.en.srt 6.2 kB
04 Pandas DataFrame Fundamentals/029 Change DataFrame Datatypes_ Mini Challenge Solution.en.srt 6.1 kB
04 Pandas DataFrame Fundamentals/007 Write DataFrame into CSV_ Mini Challenge Solution.en.srt 5.8 kB
03 Pandas Series Fundamentals/023 Pandas Series Indexing.en.srt 5.7 kB
09 Pandas and Date_Time/002 Introduction to Date Time Notebook.en.srt 5.7 kB
04 Pandas DataFrame Fundamentals/025 Pandas Operations with DataFrames_ Mini Challenge Solutions.en.srt 5.6 kB
07 Data Visualization with Pandas and Matplotlib/011 Scatterplot.en.srt 5.4 kB
07 Data Visualization with Pandas and Matplotlib/007 Multiple Plots.en.srt 5.4 kB
03 Pandas Series Fundamentals/021 Check if a given element exists in Pandas Series.en.srt 5.2 kB
10 Pandas and Text Data/003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.en.srt 5.2 kB
07 Data Visualization with Pandas and Matplotlib/006 Download data directly from Yahoo Finance_ Mini Challenge Solution.en.srt 5.1 kB
07 Data Visualization with Pandas and Matplotlib/002 Introduction to Data Visualization with Matplotlib.en.srt 5.0 kB
04 Pandas DataFrame Fundamentals/015 Label-based elements selection Using .loc()_ Mini Challenge Solution.en.srt 5.0 kB
06 Pandas Multi-indexing and Groupby/012 Recap and Concluding Remarks.en.srt 5.0 kB
03 Pandas Series Fundamentals/004 Define a Pandas Series with default index_ Mini Challenge Solution.en.srt 4.8 kB
08 Data Visualization With Pandas and Seaborn/003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.en.srt 4.7 kB
03 Pandas Series Fundamentals/008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.en.srt 4.7 kB
03 Pandas Series Fundamentals/022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.en.srt 4.7 kB
07 Data Visualization with Pandas and Matplotlib/009 Subplots.en.srt 4.7 kB
09 Pandas and Date_Time/013 Recap and Concluding Remarks.en.srt 4.7 kB
01 Course Introduction, Success Tips and Key Learning Outcomes/001 Course Introduction and Welcome Message.en.srt 4.7 kB
03 Pandas Series Fundamentals/016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.en.srt 4.7 kB
09 Pandas and Date_Time/008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.en.srt 4.6 kB
03 Pandas Series Fundamentals/006 Define a Pandas Series with custom index_ Mini Challenge Solution.en.srt 4.6 kB
10 Pandas and Text Data/007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.en.srt 4.5 kB
03 Pandas Series Fundamentals/012 Pandas Methods_ Mini Challenge Solution.en.srt 4.4 kB
03 Pandas Series Fundamentals/018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.en.srt 4.4 kB
06 Pandas Multi-indexing and Groupby/011 Multi-indexing Operations Part 2 Mini Challenge Solution.en.srt 4.3 kB
06 Pandas Multi-indexing and Groupby/005 Groupby Operation Mini Challenge Solution.en.srt 4.3 kB
10 Pandas and Text Data/011 Remove Punctuations from Text Mini Challenge Solution.en.srt 4.2 kB
06 Pandas Multi-indexing and Groupby/009 Multi-indexing Operations Part 1 Mini Challenge Solution.en.srt 4.2 kB
07 Data Visualization with Pandas and Matplotlib/004 Basic Line Plot_ Mini Challenge Solution.en.srt 4.1 kB
03 Pandas Series Fundamentals/026 Pandas Series Slicing_ Mini Challenge Solution.en.srt 4.0 kB
04 Pandas DataFrame Fundamentals/023 Pandas DataFrames with Functions_ Mini Challenge Solution.en.srt 3.9 kB
09 Pandas and Date_Time/006 Date and Time Using Pandas Mini Challenge Solution.en.srt 3.9 kB
10 Pandas and Text Data/020 Pandas with Text Data Recap and Concluding Remarks.en.srt 3.8 kB
10 Pandas and Text Data/019 WordCloud Text Data Visualization Mini Challenge Solution.en.srt 3.8 kB
03 Pandas Series Fundamentals/020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.en.srt 3.7 kB
10 Pandas and Text Data/013 Remove Stopwords from Text Mini Challenge Solution.en.srt 3.5 kB
09 Pandas and Date_Time/004 Python DateTime Module Mini Challenge Solution.en.srt 3.5 kB
03 Pandas Series Fundamentals/010 Pandas Series Attributes_ Mini Challenge Solution.en.srt 3.3 kB
04 Pandas DataFrame Fundamentals/005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.en.srt 3.3 kB
04 Pandas DataFrame Fundamentals/017 Integer-based elements selection .iloc()_ Mini Challenge Solution.en.srt 3.3 kB
04 Pandas DataFrame Fundamentals/021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.en.srt 3.3 kB
06 Pandas Multi-indexing and Groupby/001 Introduction to Multi-Indexing and Group by.en.srt 3.2 kB
04 Pandas DataFrame Fundamentals/011 Select a Column from the DataFrame_ Mini Challenge Solution.en.srt 3.1 kB
07 Data Visualization with Pandas and Matplotlib/016 Histograms_ Mini Challenge Solution.en.srt 3.0 kB
07 Data Visualization with Pandas and Matplotlib/019 Recap and Concluding Remarks.en.srt 3.0 kB
06 Pandas Multi-indexing and Groupby/003 Import and Explore e-Commerce Dataset Mini Challenge Solution.en.srt 2.9 kB
07 Data Visualization with Pandas and Matplotlib/010 Subplots_ Mini Challenge Solution.en.srt 2.7 kB
04 Pandas DataFrame Fundamentals/009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.en.srt 2.6 kB
10 Pandas and Text Data/009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.en.srt 2.6 kB
03 Pandas Series Fundamentals/024 Pandas Series Indexing_ Mini Challenge Solution.en.srt 2.3 kB
10 Pandas and Text Data/015 Text Tokenization Mini Challenge Solution.en.srt 2.3 kB
09 Pandas and Date_Time/010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.en.srt 2.3 kB
10 Pandas and Text Data/017 Data Visualization Mini Challenge Solution.en.srt 2.1 kB
06 Pandas Multi-indexing and Groupby/007 Create Multi-Indexed DataFrame Mini Challenge Solution.en.srt 2.0 kB
02 Bonus Materials [Please download ASAP, Link expiring soon]/001 Bonus Materials.html 1.9 kB
07 Data Visualization with Pandas and Matplotlib/012 Scatterplot_ Mini Challenge Solution.en.srt 1.9 kB
07 Data Visualization with Pandas and Matplotlib/008 Multiple Plots_ Mini Challenge Solution.en.srt 1.8 kB
10 Pandas and Text Data/005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.en.srt 1.6 kB
07 Data Visualization with Pandas and Matplotlib/017 Final Breakout Room Challenge.en.srt 1.6 kB
07 Data Visualization with Pandas and Matplotlib/001 Data Visualization with Pandas and Matplotlib Google Colab Notebooks.html 1.0 kB
05 DataFrames Concatenation, Merging and Joining/001 DataFrames Concatenation, Merging and Joining Google Colab Notebook.html 1.0 kB
08 Data Visualization With Pandas and Seaborn/001 Data Visualization With Pandas and Seaborn Colab Notebooks.html 998 Bytes
04 Pandas DataFrame Fundamentals/001 Pandas DataFrame Fundamentals Google Colab Notebooks.html 986 Bytes
03 Pandas Series Fundamentals/001 Pandas Series Fundamentals Google Colab Notebooks.html 980 Bytes
09 Pandas and Date_Time/001 Pandas and Data_Time Colab Notebook.html 952 Bytes
12 Thank You and Links to Other Courses/001 Conclusion.en.srt 499 Bytes
07 Data Visualization with Pandas and Matplotlib/external-assets-links.txt 328 Bytes
05 DataFrames Concatenation, Merging and Joining/external-assets-links.txt 326 Bytes
08 Data Visualization With Pandas and Seaborn/external-assets-links.txt 322 Bytes
04 Pandas DataFrame Fundamentals/external-assets-links.txt 296 Bytes
03 Pandas Series Fundamentals/external-assets-links.txt 290 Bytes
09 Pandas and Date_Time/external-assets-links.txt 278 Bytes
0. Websites you may like/[FCS Forum].url 133 Bytes
0. Websites you may like/[FreeCourseSite.com].url 127 Bytes
0. Websites you may like/[CourseClub.ME].url 122 Bytes
02 Bonus Materials [Please download ASAP, Link expiring soon]/external-assets-links.txt 120 Bytes
0. Websites you may like/[GigaCourse.Com].url 49 Bytes

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