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Modern Data Analysis Masterclass in Pandas and Python
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[TutsNode.com] - Modern Data Analysis Masterclass in Pandas and Python (Size: 9.29 GB) (Files: 516)
[TutsNode.com] - Modern Data Analysis Masterclass in Pandas and Python
08 Data Visualization With Pandas and Seaborn
004 Seaborn PairPlot and Heatmaps.mp4
004 Seaborn PairPlot and Heatmaps.en.srt
002 Seaborn Scatterplot and Countplot.en.srt
002 Seaborn Scatterplot and Countplot.mp4
005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.en.srt
003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.en.srt
001 Data Visualization With Pandas and Seaborn Colab Notebooks.html
external-assets-links.txt
005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.mp4
003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.mp4
11 Appendix_ Crash Course on Python Programming Fundamentals
007 Data Types in Python_ List.en.srt
027 Dealing with Files_ Text.en.srt
005 Python Basics_ Get User Input.en.srt
021 Loops_ List Comprehension.en.srt
014 Comparison_Logical Operators and Conditional Statements - Part #3.en.srt
033 Numpy_ Slicing and Indexing.en.srt
009 Data Types in Python_ Strings.en.srt
023 Functions_ Custom Functions.en.srt
016 Loops_ For Loops.en.srt
001 Python Basics_ Variables Assignment.en.srt
018 Loops_ While Loops.en.srt
015 Comparison_Logical Operators and Conditional Statements - Part #4.en.srt
002 Python Basics_ Perform Math Operations.en.srt
028 Dealing with Files_ CSV.en.srt
020 Loops_ Nested Loops.en.srt
031 Numpy_ Shape Length Type.en.srt
003 Python Basics_ Order of Operations.en.srt
004 Python Basics_ Print Operation.en.srt
017 Loops_ Range.en.srt
013 Comparison_Logical Operators and Conditional Statements - Part #2.en.srt
019 Loops_ Break a Loop.en.srt
012 Comparison_Logical Operators and Conditional Statements - Part #1.en.srt
030 Numpy_ Built-in methods and functions.en.srt
008 Data Types in Python_ Dictionary.en.srt
025 Functions_ Map.en.srt
026 Functions_ Filter.en.srt
034 Numpy_ Elements Selection.en.srt
005 Python Basics_ Get User Input.mp4
006 Data Types in Python_ Booleans.en.srt
029 Numpy_ Numpy Basics.en.srt
022 Functions_ Built-in Functions.en.srt
010 Data Types in Python_ Tuples.en.srt
024 Functions_ Lambda Functions.en.srt
011 Data Types in Python_ Sets.en.srt
032 Numpy_ Math Operations.en.srt
027 Dealing with Files_ Text.mp4
007 Data Types in Python_ List.mp4
021 Loops_ List Comprehension.mp4
001 Python Basics_ Variables Assignment.mp4
009 Data Types in Python_ Strings.mp4
033 Numpy_ Slicing and Indexing.mp4
002 Python Basics_ Perform Math Operations.mp4
014 Comparison_Logical Operators and Conditional Statements - Part #3.mp4
016 Loops_ For Loops.mp4
028 Dealing with Files_ CSV.mp4
031 Numpy_ Shape Length Type.mp4
004 Python Basics_ Print Operation.mp4
015 Comparison_Logical Operators and Conditional Statements - Part #4.mp4
018 Loops_ While Loops.mp4
023 Functions_ Custom Functions.mp4
030 Numpy_ Built-in methods and functions.mp4
003 Python Basics_ Order of Operations.mp4
020 Loops_ Nested Loops.mp4
017 Loops_ Range.mp4
012 Comparison_Logical Operators and Conditional Statements - Part #1.mp4
026 Functions_ Filter.mp4
025 Functions_ Map.mp4
008 Data Types in Python_ Dictionary.mp4
019 Loops_ Break a Loop.mp4
013 Comparison_Logical Operators and Conditional Statements - Part #2.mp4
029 Numpy_ Numpy Basics.mp4
034 Numpy_ Elements Selection.mp4
010 Data Types in Python_ Tuples.mp4
024 Functions_ Lambda Functions.mp4
006 Data Types in Python_ Booleans.mp4
022 Functions_ Built-in Functions.mp4
011 Data Types in Python_ Sets.mp4
032 Numpy_ Math Operations.mp4
04 Pandas DataFrame Fundamentals
024 Pandas Operations with DataFrames.en.srt
026 Feature Engineering and handling missing datasets.en.srt
026 Feature Engineering and handling missing datasets.mp4
002 Define a Pandas DataFrame.en.srt
014 Label-based elements selection Using .loc().en.srt
010 Select a Column from the DataFrame.en.srt
018 Pandas Broadcasting Operation.en.srt
001 Pandas DataFrame Fundamentals Google Colab Notebooks.html
020 Pandas DataFrames Sorting and Ordering.en.srt
012 Add and Delete Column from DataFrame.en.srt
004 Read 2-D CSV and HTML Data Using Pandas.en.srt
028 Change DataFrame Datatypes.en.srt
009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.en.srt
003 Define a Pandas DataFrame_ Mini Challenge Solution.en.srt
016 Integer-based elements selection .iloc().en.srt
022 Pandas DataFrames with Functions.en.srt
008 Setting and Resetting Pandas DataFrame Index.en.srt
030 Pandas DataFrame Recap and Concluding Remarks.en.srt
019 Pandas Broadcasting Operation_ Mini Challenge Solution.en.srt
006 Write DataFrame into CSV.en.srt
013 Add and Delete Column from DataFrame_ Mini Challenge Solution.en.srt
027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.en.srt
external-assets-links.txt
029 Change DataFrame Datatypes_ Mini Challenge Solution.en.srt
007 Write DataFrame into CSV_ Mini Challenge Solution.en.srt
025 Pandas Operations with DataFrames_ Mini Challenge Solutions.en.srt
015 Label-based elements selection Using .loc()_ Mini Challenge Solution.en.srt
023 Pandas DataFrames with Functions_ Mini Challenge Solution.en.srt
005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.en.srt
017 Integer-based elements selection .iloc()_ Mini Challenge Solution.en.srt
021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.en.srt
011 Select a Column from the DataFrame_ Mini Challenge Solution.en.srt
024 Pandas Operations with DataFrames.mp4
014 Label-based elements selection Using .loc().mp4
002 Define a Pandas DataFrame.mp4
018 Pandas Broadcasting Operation.mp4
010 Select a Column from the DataFrame.mp4
020 Pandas DataFrames Sorting and Ordering.mp4
028 Change DataFrame Datatypes.mp4
016 Integer-based elements selection .iloc().mp4
012 Add and Delete Column from DataFrame.mp4
004 Read 2-D CSV and HTML Data Using Pandas.mp4
030 Pandas DataFrame Recap and Concluding Remarks.mp4
008 Setting and Resetting Pandas DataFrame Index.mp4
022 Pandas DataFrames with Functions.mp4
003 Define a Pandas DataFrame_ Mini Challenge Solution.mp4
019 Pandas Broadcasting Operation_ Mini Challenge Solution.mp4
029 Change DataFrame Datatypes_ Mini Challenge Solution.mp4
006 Write DataFrame into CSV.mp4
027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.mp4
015 Label-based elements selection Using .loc()_ Mini Challenge Solution.mp4
007 Write DataFrame into CSV_ Mini Challenge Solution.mp4
025 Pandas Operations with DataFrames_ Mini Challenge Solutions.mp4
013 Add and Delete Column from DataFrame_ Mini Challenge Solution.mp4
021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.mp4
005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.mp4
011 Select a Column from the DataFrame_ Mini Challenge Solution.mp4
023 Pandas DataFrames with Functions_ Mini Challenge Solution.mp4
017 Integer-based elements selection .iloc()_ Mini Challenge Solution.mp4
009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.mp4
05 DataFrames Concatenation, Merging and Joining
002 Dataframe Concatenation.en.srt
006 Dataframe Merging.en.srt
004 Concatenation with multiindexing.en.srt
007 Dataframe Merging Mini Challenge Solution.en.srt
005 Multiindexing Mini Challenge Solution.en.srt
003 Dataframe Mini Challenge Solution.en.srt
001 DataFrames Concatenation, Merging and Joining Google Colab Notebook.html
external-assets-links.txt
002 Dataframe Concatenation.mp4
006 Dataframe Merging.mp4
004 Concatenation with multiindexing.mp4
005 Multiindexing Mini Challenge Solution.mp4
007 Dataframe Merging Mini Challenge Solution.mp4
003 Dataframe Mini Challenge Solution.mp4
09 Pandas and Date_Time
003 Python DateTime Module.en.srt
009 Pandas DateTime Practical Project Part 2.mp4
009 Pandas DateTime Practical Project Part 2.en.srt
005 Date and Time Using Pandas.en.srt
011 Pandas and Data Visualization.en.srt
007 Pandas DateTime Practical Project Part 1.en.srt
012 Pandas and Data Visualization Mini Challenge Solution.en.srt
002 Introduction to Date Time Notebook.en.srt
013 Recap and Concluding Remarks.en.srt
008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.en.srt
006 Date and Time Using Pandas Mini Challenge Solution.en.srt
004 Python DateTime Module Mini Challenge Solution.en.srt
010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.en.srt
001 Pandas and Data_Time Colab Notebook.html
external-assets-links.txt
011 Pandas and Data Visualization.mp4
005 Date and Time Using Pandas.mp4
003 Python DateTime Module.mp4
007 Pandas DateTime Practical Project Part 1.mp4
012 Pandas and Data Visualization Mini Challenge Solution.mp4
013 Recap and Concluding Remarks.mp4
002 Introduction to Date Time Notebook.mp4
008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.mp4
006 Date and Time Using Pandas Mini Challenge Solution.mp4
004 Python DateTime Module Mini Challenge Solution.mp4
010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.mp4
02 Bonus Materials [Please download ASAP, Link expiring soon]
001 Bonus Materials.html
external-assets-links.txt
03 Pandas Series Fundamentals
001 Pandas Series Fundamentals Google Colab Notebooks.html
003 Define a Pandas Series with default index.en.srt
013 1-D CSV Import Using Pandas.en.srt
024 Pandas Series Indexing_ Mini Challenge Solution.en.srt
009 Pandas Series Attributes.en.srt
external-assets-links.txt
017 Pandas Series Sorting and Ordering.en.srt
027 Pandas Series Recap and Concluding Remarks.en.srt
025 Pandas Series Slicing.en.srt
011 Pandas Methods.en.srt
005 Define a Pandas Series with custom index.en.srt
015 Pandas Series and Built-in Python functions.en.srt
007 Define a Pandas Series from a Python dictionary.en.srt
019 Perform Math Operations on Pandas Series.en.srt
002 Introduction to Pandas Series Notebook.en.srt
014 1-D CSV Import Using Pandas_ Mini Challenge Solution.en.srt
023 Pandas Series Indexing.en.srt
021 Check if a given element exists in Pandas Series.en.srt
004 Define a Pandas Series with default index_ Mini Challenge Solution.en.srt
008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.en.srt
022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.en.srt
016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.en.srt
006 Define a Pandas Series with custom index_ Mini Challenge Solution.en.srt
012 Pandas Methods_ Mini Challenge Solution.en.srt
018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.en.srt
026 Pandas Series Slicing_ Mini Challenge Solution.en.srt
020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.en.srt
010 Pandas Series Attributes_ Mini Challenge Solution.en.srt
003 Define a Pandas Series with default index.mp4
009 Pandas Series Attributes.mp4
013 1-D CSV Import Using Pandas.mp4
027 Pandas Series Recap and Concluding Remarks.mp4
017 Pandas Series Sorting and Ordering.mp4
025 Pandas Series Slicing.mp4
011 Pandas Methods.mp4
002 Introduction to Pandas Series Notebook.mp4
005 Define a Pandas Series with custom index.mp4
015 Pandas Series and Built-in Python functions.mp4
007 Define a Pandas Series from a Python dictionary.mp4
019 Perform Math Operations on Pandas Series.mp4
014 1-D CSV Import Using Pandas_ Mini Challenge Solution.mp4
004 Define a Pandas Series with default index_ Mini Challenge Solution.mp4
021 Check if a given element exists in Pandas Series.mp4
023 Pandas Series Indexing.mp4
012 Pandas Methods_ Mini Challenge Solution.mp4
006 Define a Pandas Series with custom index_ Mini Challenge Solution.mp4
008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.mp4
016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.mp4
022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.mp4
018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.mp4
010 Pandas Series Attributes_ Mini Challenge Solution.mp4
026 Pandas Series Slicing_ Mini Challenge Solution.mp4
020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.mp4
024 Pandas Series Indexing_ Mini Challenge Solution.mp4
06 Pandas Multi-indexing and Groupby
010 Multi-indexing Operations Part 2.en.srt
002 Import and Explore e-Commerce Dataset.en.srt
006 Create Multi-Indexed DataFrame.en.srt
004 Groupby Operation.en.srt
008 Multi-indexing Operations Part 1.en.srt
012 Recap and Concluding Remarks.en.srt
003 Import and Explore e-Commerce Dataset Mini Challenge Solution.en.srt
007 Create Multi-Indexed DataFrame Mini Challenge Solution.en.srt
011 Multi-indexing Operations Part 2 Mini Challenge Solution.en.srt
005 Groupby Operation Mini Challenge Solution.en.srt
009 Multi-indexing Operations Part 1 Mini Challenge Solution.en.srt
001 Introduction to Multi-Indexing and Group by.en.srt
010 Multi-indexing Operations Part 2.mp4
006 Create Multi-Indexed DataFrame.mp4
002 Import and Explore e-Commerce Dataset.mp4
004 Groupby Operation.mp4
008 Multi-indexing Operations Part 1.mp4
012 Recap and Concluding Remarks.mp4
001 Introduction to Multi-Indexing and Group by.mp4
011 Multi-indexing Operations Part 2 Mini Challenge Solution.mp4
009 Multi-indexing Operations Part 1 Mini Challenge Solution.mp4
005 Groupby Operation Mini Challenge Solution.mp4
003 Import and Explore e-Commerce Dataset Mini Challenge Solution.mp4
007 Create Multi-Indexed DataFrame Mini Challenge Solution.mp4
10 Pandas and Text Data
012 Remove Stopwords from Text.en.srt
010 Remove Punctuations from Text.en.srt
014 Text Tokenization.en.srt
008 Pandas Operations with Text Data - Part 2.en.srt
018 WordCloud Text Data Visualization.en.srt
016 Data Visualization.en.srt
006 Pandas Operations with Text Data - Part 1.en.srt
002 Load Text Data and Perform Basic Data Exploration.en.srt
001 Overview of Pandas and Text Dataset.en.srt
015 Text Tokenization Mini Challenge Solution.en.srt
004 Upper and Lower Case Text Data Conversion.en.srt
003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.en.srt
007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.en.srt
011 Remove Punctuations from Text Mini Challenge Solution.en.srt
020 Pandas with Text Data Recap and Concluding Remarks.en.srt
019 WordCloud Text Data Visualization Mini Challenge Solution.en.srt
013 Remove Stopwords from Text Mini Challenge Solution.en.srt
009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.en.srt
017 Data Visualization Mini Challenge Solution.en.srt
005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.en.srt
012 Remove Stopwords from Text.mp4
008 Pandas Operations with Text Data - Part 2.mp4
018 WordCloud Text Data Visualization.mp4
010 Remove Punctuations from Text.mp4
014 Text Tokenization.mp4
016 Data Visualization.mp4
001 Overview of Pandas and Text Dataset.mp4
002 Load Text Data and Perform Basic Data Exploration.mp4
004 Upper and Lower Case Text Data Conversion.mp4
006 Pandas Operations with Text Data - Part 1.mp4
020 Pandas with Text Data Recap and Concluding Remarks.mp4
007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.mp4
019 WordCloud Text Data Visualization Mini Challenge Solution.mp4
003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.mp4
013 Remove Stopwords from Text Mini Challenge Solution.mp4
011 Remove Punctuations from Text Mini Challenge Solution.mp4
009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.mp4
015 Text Tokenization Mini Challenge Solution.mp4
005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.mp4
017 Data Visualization Mini Challenge Solution.mp4
07 Data Visualization with Pandas and Matplotlib
003 Basic Line Plot.en.srt
018 Final Breakout Room Challenge_ Solution.en.srt
005 Download data directly from Yahoo Finance.en.srt
015 Histograms.en.srt
013 Pie Charts.en.srt
014 Pie Charts_ Mini Challenge Solution.en.srt
011 Scatterplot.en.srt
007 Multiple Plots.en.srt
006 Download data directly from Yahoo Finance_ Mini Challenge Solution.en.srt
002 Introduction to Data Visualization with Matplotlib.en.srt
009 Subplots.en.srt
004 Basic Line Plot_ Mini Challenge Solution.en.srt
001 Data Visualization with Pandas and Matplotlib Google Colab Notebooks.html
016 Histograms_ Mini Challenge Solution.en.srt
008 Multiple Plots_ Mini Challenge Solution.en.srt
019 Recap and Concluding Remarks.en.srt
010 Subplots_ Mini Challenge Solution.en.srt
012 Scatterplot_ Mini Challenge Solution.en.srt
017 Final Breakout Room Challenge.en.srt
external-assets-links.txt
003 Basic Line Plot.mp4
005 Download data directly from Yahoo Finance.mp4
018 Final Breakout Room Challenge_ Solution.mp4
013 Pie Charts.mp4
015 Histograms.mp4
014 Pie Charts_ Mini Challenge Solution.mp4
006 Download data directly from Yahoo Finance_ Mini Challenge Solution.mp4
002 Introduction to Data Visualization with Matplotlib.mp4
007 Multiple Plots.mp4
011 Scatterplot.mp4
019 Recap and Concluding Remarks.mp4
009 Subplots.mp4
004 Basic Line Plot_ Mini Challenge Solution.mp4
016 Histograms_ Mini Challenge Solution.mp4
010 Subplots_ Mini Challenge Solution.mp4
012 Scatterplot_ Mini Challenge Solution.mp4
008 Multiple Plots_ Mini Challenge Solution.mp4
017 Final Breakout Room Challenge.mp4
01 Course Introduction, Success Tips and Key Learning Outcomes
002 Introduction, Key Tips for Success, Getting Help and Course Certification.en.srt
004 Data Sources, Types and Course Outline.en.srt
003 Why data is considered the new gold of the 21st Century_.en.srt
001 Course Introduction and Welcome Message.en.srt
002 Introduction, Key Tips for Success, Getting Help and Course Certification.mp4
004 Data Sources, Types and Course Outline.mp4
001 Course Introduction and Welcome Message.mp4
003 Why data is considered the new gold of the 21st Century_.mp4
001 Data Analysis Masterclass Course Package.zip
12 Thank You and Links to Other Courses
002 Links to Other Courses.html
001 Conclusion.en.srt
001 Conclusion.mp4
TutsNode.com.txt
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