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[FreeCourseSite.com] Udemy - Modern Data Analysis Masterclass in Pandas and Python
magnet:?xt=urn:btih:011b20cca2c8f212e6a0aa02cea50cf0b5f5c2fc&dn=[FreeCourseSite.com] Udemy - Modern Data Analysis Masterclass in Pandas and Python
磁力链接详情
Hash值:
011b20cca2c8f212e6a0aa02cea50cf0b5f5c2fc
点击数:
278
文件大小:
9.19 GB
文件数量:
166
创建日期:
2022-6-13 20:11
最后访问:
2024-7-16 18:28
访问标签:
FreeCourseSite
com
Udemy
-
Modern
Data
Analysis
Masterclass
in
Pandas
and
Python
文件列表详情
01 Course Introduction, Success Tips and Key Learning Outcomes/001 Course Introduction and Welcome Message.mp4 73.86 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Key Tips for Success, Getting Help and Course Certification.mp4 102.02 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/003 Why data is considered the new gold of the 21st Century_.mp4 69.46 MB
01 Course Introduction, Success Tips and Key Learning Outcomes/004 Data Sources, Types and Course Outline.mp4 93.01 MB
03 Pandas Series Fundamentals/002 Introduction to Pandas Series Notebook.mp4 50.95 MB
03 Pandas Series Fundamentals/003 Define a Pandas Series with default index.mp4 96.16 MB
03 Pandas Series Fundamentals/004 Define a Pandas Series with default index_ Mini Challenge Solution.mp4 29.83 MB
03 Pandas Series Fundamentals/005 Define a Pandas Series with custom index.mp4 50.22 MB
03 Pandas Series Fundamentals/006 Define a Pandas Series with custom index_ Mini Challenge Solution.mp4 27.41 MB
03 Pandas Series Fundamentals/007 Define a Pandas Series from a Python dictionary.mp4 40.79 MB
03 Pandas Series Fundamentals/008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.mp4 25.94 MB
03 Pandas Series Fundamentals/009 Pandas Series Attributes.mp4 78.29 MB
03 Pandas Series Fundamentals/010 Pandas Series Attributes_ Mini Challenge Solution.mp4 20.39 MB
03 Pandas Series Fundamentals/011 Pandas Methods.mp4 52.11 MB
03 Pandas Series Fundamentals/012 Pandas Methods_ Mini Challenge Solution.mp4 27.49 MB
03 Pandas Series Fundamentals/013 1-D CSV Import Using Pandas.mp4 77.9 MB
03 Pandas Series Fundamentals/014 1-D CSV Import Using Pandas_ Mini Challenge Solution.mp4 35.93 MB
03 Pandas Series Fundamentals/015 Pandas Series and Built-in Python functions.mp4 46.75 MB
03 Pandas Series Fundamentals/016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.mp4 24.78 MB
03 Pandas Series Fundamentals/017 Pandas Series Sorting and Ordering.mp4 58.34 MB
03 Pandas Series Fundamentals/018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.mp4 22.58 MB
03 Pandas Series Fundamentals/019 Perform Math Operations on Pandas Series.mp4 37.4 MB
03 Pandas Series Fundamentals/020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.mp4 18.48 MB
03 Pandas Series Fundamentals/021 Check if a given element exists in Pandas Series.mp4 28.84 MB
03 Pandas Series Fundamentals/022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.mp4 23.66 MB
03 Pandas Series Fundamentals/023 Pandas Series Indexing.mp4 28.26 MB
03 Pandas Series Fundamentals/024 Pandas Series Indexing_ Mini Challenge Solution.mp4 11.78 MB
03 Pandas Series Fundamentals/025 Pandas Series Slicing.mp4 54.57 MB
03 Pandas Series Fundamentals/026 Pandas Series Slicing_ Mini Challenge Solution.mp4 19.22 MB
03 Pandas Series Fundamentals/027 Pandas Series Recap and Concluding Remarks.mp4 65.48 MB
04 Pandas DataFrame Fundamentals/002 Define a Pandas DataFrame.mp4 102.16 MB
04 Pandas DataFrame Fundamentals/003 Define a Pandas DataFrame_ Mini Challenge Solution.mp4 52.13 MB
04 Pandas DataFrame Fundamentals/004 Read 2-D CSV and HTML Data Using Pandas.mp4 69.96 MB
04 Pandas DataFrame Fundamentals/005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.mp4 19.59 MB
04 Pandas DataFrame Fundamentals/006 Write DataFrame into CSV.mp4 37.39 MB
04 Pandas DataFrame Fundamentals/007 Write DataFrame into CSV_ Mini Challenge Solution.mp4 32.46 MB
04 Pandas DataFrame Fundamentals/008 Setting and Resetting Pandas DataFrame Index.mp4 57.32 MB
04 Pandas DataFrame Fundamentals/009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.mp4 15.68 MB
04 Pandas DataFrame Fundamentals/010 Select a Column from the DataFrame.mp4 89.78 MB
04 Pandas DataFrame Fundamentals/011 Select a Column from the DataFrame_ Mini Challenge Solution.mp4 19 MB
04 Pandas DataFrame Fundamentals/012 Add and Delete Column from DataFrame.mp4 70.17 MB
04 Pandas DataFrame Fundamentals/013 Add and Delete Column from DataFrame_ Mini Challenge Solution.mp4 29.38 MB
04 Pandas DataFrame Fundamentals/014 Label-based elements selection Using .loc().mp4 116.91 MB
04 Pandas DataFrame Fundamentals/015 Label-based elements selection Using .loc()_ Mini Challenge Solution.mp4 33.45 MB
04 Pandas DataFrame Fundamentals/016 Integer-based elements selection .iloc().mp4 71.66 MB
04 Pandas DataFrame Fundamentals/017 Integer-based elements selection .iloc()_ Mini Challenge Solution.mp4 16.91 MB
04 Pandas DataFrame Fundamentals/018 Pandas Broadcasting Operation.mp4 94.41 MB
04 Pandas DataFrame Fundamentals/019 Pandas Broadcasting Operation_ Mini Challenge Solution.mp4 41.13 MB
04 Pandas DataFrame Fundamentals/020 Pandas DataFrames Sorting and Ordering.mp4 81.23 MB
04 Pandas DataFrame Fundamentals/021 Pandas DataFrames Sorting and Ordering_ Mini Challenge Solution.mp4 21.03 MB
04 Pandas DataFrame Fundamentals/022 Pandas DataFrames with Functions.mp4 53.03 MB
04 Pandas DataFrame Fundamentals/023 Pandas DataFrames with Functions_ Mini Challenge Solution.mp4 18.22 MB
04 Pandas DataFrame Fundamentals/024 Pandas Operations with DataFrames.mp4 144.18 MB
04 Pandas DataFrame Fundamentals/025 Pandas Operations with DataFrames_ Mini Challenge Solutions.mp4 32.44 MB
04 Pandas DataFrame Fundamentals/026 Feature Engineering and handling missing datasets.mp4 156.3 MB
04 Pandas DataFrame Fundamentals/027 Feature Engineering and handling missing datasets_ Mini Challenge Solution.mp4 35.05 MB
04 Pandas DataFrame Fundamentals/028 Change DataFrame Datatypes.mp4 74.28 MB
04 Pandas DataFrame Fundamentals/029 Change DataFrame Datatypes_ Mini Challenge Solution.mp4 40.29 MB
04 Pandas DataFrame Fundamentals/030 Pandas DataFrame Recap and Concluding Remarks.mp4 62.05 MB
05 DataFrames Concatenation, Merging and Joining/002 Dataframe Concatenation.mp4 142.32 MB
05 DataFrames Concatenation, Merging and Joining/003 Dataframe Mini Challenge Solution.mp4 37.02 MB
05 DataFrames Concatenation, Merging and Joining/004 Concatenation with multiindexing.mp4 61.85 MB
05 DataFrames Concatenation, Merging and Joining/005 Multiindexing Mini Challenge Solution.mp4 41.81 MB
05 DataFrames Concatenation, Merging and Joining/006 Dataframe Merging.mp4 66.8 MB
05 DataFrames Concatenation, Merging and Joining/007 Dataframe Merging Mini Challenge Solution.mp4 37.03 MB
06 Pandas Multi-indexing and Groupby/001 Introduction to Multi-Indexing and Group by.mp4 26.64 MB
06 Pandas Multi-indexing and Groupby/002 Import and Explore e-Commerce Dataset.mp4 82.7 MB
06 Pandas Multi-indexing and Groupby/003 Import and Explore e-Commerce Dataset Mini Challenge Solution.mp4 14.76 MB
06 Pandas Multi-indexing and Groupby/004 Groupby Operation.mp4 70.94 MB
06 Pandas Multi-indexing and Groupby/005 Groupby Operation Mini Challenge Solution.mp4 19.22 MB
06 Pandas Multi-indexing and Groupby/006 Create Multi-Indexed DataFrame.mp4 90.81 MB
06 Pandas Multi-indexing and Groupby/007 Create Multi-Indexed DataFrame Mini Challenge Solution.mp4 9.71 MB
06 Pandas Multi-indexing and Groupby/008 Multi-indexing Operations Part 1.mp4 62.86 MB
06 Pandas Multi-indexing and Groupby/009 Multi-indexing Operations Part 1 Mini Challenge Solution.mp4 25.59 MB
06 Pandas Multi-indexing and Groupby/010 Multi-indexing Operations Part 2.mp4 136.44 MB
06 Pandas Multi-indexing and Groupby/011 Multi-indexing Operations Part 2 Mini Challenge Solution.mp4 26.36 MB
06 Pandas Multi-indexing and Groupby/012 Recap and Concluding Remarks.mp4 43.91 MB
07 Data Visualization with Pandas and Matplotlib/002 Introduction to Data Visualization with Matplotlib.mp4 34.87 MB
07 Data Visualization with Pandas and Matplotlib/003 Basic Line Plot.mp4 84.91 MB
07 Data Visualization with Pandas and Matplotlib/004 Basic Line Plot_ Mini Challenge Solution.mp4 22.19 MB
07 Data Visualization with Pandas and Matplotlib/005 Download data directly from Yahoo Finance.mp4 71.88 MB
07 Data Visualization with Pandas and Matplotlib/006 Download data directly from Yahoo Finance_ Mini Challenge Solution.mp4 37.86 MB
07 Data Visualization with Pandas and Matplotlib/007 Multiple Plots.mp4 28.74 MB
07 Data Visualization with Pandas and Matplotlib/008 Multiple Plots_ Mini Challenge Solution.mp4 6.83 MB
07 Data Visualization with Pandas and Matplotlib/009 Subplots.mp4 22.3 MB
07 Data Visualization with Pandas and Matplotlib/010 Subplots_ Mini Challenge Solution.mp4 12.6 MB
07 Data Visualization with Pandas and Matplotlib/011 Scatterplot.mp4 28.09 MB
07 Data Visualization with Pandas and Matplotlib/012 Scatterplot_ Mini Challenge Solution.mp4 9.6 MB
07 Data Visualization with Pandas and Matplotlib/013 Pie Charts.mp4 44.36 MB
07 Data Visualization with Pandas and Matplotlib/014 Pie Charts_ Mini Challenge Solution.mp4 39.61 MB
07 Data Visualization with Pandas and Matplotlib/015 Histograms.mp4 44.21 MB
07 Data Visualization with Pandas and Matplotlib/016 Histograms_ Mini Challenge Solution.mp4 13.12 MB
07 Data Visualization with Pandas and Matplotlib/017 Final Breakout Room Challenge.mp4 6.1 MB
07 Data Visualization with Pandas and Matplotlib/018 Final Breakout Room Challenge_ Solution.mp4 59.04 MB
07 Data Visualization with Pandas and Matplotlib/019 Recap and Concluding Remarks.mp4 25.24 MB
08 Data Visualization With Pandas and Seaborn/002 Seaborn Scatterplot and Countplot.mp4 145.68 MB
08 Data Visualization With Pandas and Seaborn/003 Seaborn Scatterplot and Countplot_ Mini Challenge Solution.mp4 28.63 MB
08 Data Visualization With Pandas and Seaborn/004 Seaborn PairPlot and Heatmaps.mp4 165.84 MB
08 Data Visualization With Pandas and Seaborn/005 Seaborn PairPlot and Heatmaps_ Mini Challenge Solution.mp4 71.77 MB
09 Pandas and Date_Time/002 Introduction to Date Time Notebook.mp4 42.01 MB
09 Pandas and Date_Time/003 Python DateTime Module.mp4 82.31 MB
09 Pandas and Date_Time/004 Python DateTime Module Mini Challenge Solution.mp4 18.86 MB
09 Pandas and Date_Time/005 Date and Time Using Pandas.mp4 135.44 MB
09 Pandas and Date_Time/006 Date and Time Using Pandas Mini Challenge Solution.mp4 24.78 MB
09 Pandas and Date_Time/007 Pandas DateTime Practical Project Part 1.mp4 81.9 MB
09 Pandas and Date_Time/008 Pandas DateTime Practical Project Part 1 Mini Challenge Solution.mp4 27.13 MB
09 Pandas and Date_Time/009 Pandas DateTime Practical Project Part 2.mp4 164.85 MB
09 Pandas and Date_Time/010 Pandas DateTime Practical Project Part 2 Mini Challenge Solution.mp4 12.32 MB
09 Pandas and Date_Time/011 Pandas and Data Visualization.mp4 136.7 MB
09 Pandas and Date_Time/012 Pandas and Data Visualization Mini Challenge Solution.mp4 46 MB
09 Pandas and Date_Time/013 Recap and Concluding Remarks.mp4 42.06 MB
10 Pandas and Text Data/001 Overview of Pandas and Text Dataset.mp4 56.91 MB
10 Pandas and Text Data/002 Load Text Data and Perform Basic Data Exploration.mp4 43.52 MB
10 Pandas and Text Data/003 Load Text Data and Perform Basic Data Exploration Mini Challenge Solution.mp4 23.94 MB
10 Pandas and Text Data/004 Upper and Lower Case Text Data Conversion.mp4 43 MB
10 Pandas and Text Data/005 Upper and Lower Case Text Data Conversion Mini Challenge Solution.mp4 8.13 MB
10 Pandas and Text Data/006 Pandas Operations with Text Data - Part 1.mp4 40.47 MB
10 Pandas and Text Data/007 Pandas Operations with Text Data - Part 1 Mini Challenge Solution.mp4 27.49 MB
10 Pandas and Text Data/008 Pandas Operations with Text Data - Part 2.mp4 88.62 MB
10 Pandas and Text Data/009 Pandas Operations with Text Data - Part 2 Mini Challenge Solution.mp4 11.08 MB
10 Pandas and Text Data/010 Remove Punctuations from Text.mp4 85.23 MB
10 Pandas and Text Data/011 Remove Punctuations from Text Mini Challenge Solution.mp4 18.28 MB
10 Pandas and Text Data/012 Remove Stopwords from Text.mp4 103.71 MB
10 Pandas and Text Data/013 Remove Stopwords from Text Mini Challenge Solution.mp4 22.26 MB
10 Pandas and Text Data/014 Text Tokenization.mp4 80.19 MB
10 Pandas and Text Data/015 Text Tokenization Mini Challenge Solution.mp4 9.54 MB
10 Pandas and Text Data/016 Data Visualization.mp4 57.59 MB
10 Pandas and Text Data/017 Data Visualization Mini Challenge Solution.mp4 6.94 MB
10 Pandas and Text Data/018 WordCloud Text Data Visualization.mp4 85.33 MB
10 Pandas and Text Data/019 WordCloud Text Data Visualization Mini Challenge Solution.mp4 24.48 MB
10 Pandas and Text Data/020 Pandas with Text Data Recap and Concluding Remarks.mp4 32.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/001 Python Basics_ Variables Assignment.mp4 101.86 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/002 Python Basics_ Perform Math Operations.mp4 95.72 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/003 Python Basics_ Order of Operations.mp4 71.42 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/004 Python Basics_ Print Operation.mp4 78.57 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/005 Python Basics_ Get User Input.mp4 147.88 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/006 Data Types in Python_ Booleans.mp4 48.8 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/007 Data Types in Python_ List.mp4 115.27 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/008 Data Types in Python_ Dictionary.mp4 64.64 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/009 Data Types in Python_ Strings.mp4 101.25 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/010 Data Types in Python_ Tuples.mp4 50.95 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/011 Data Types in Python_ Sets.mp4 42.75 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/012 Comparison_Logical Operators and Conditional Statements - Part #1.mp4 65.82 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/013 Comparison_Logical Operators and Conditional Statements - Part #2.mp4 59.67 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/014 Comparison_Logical Operators and Conditional Statements - Part #3.mp4 94.84 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/015 Comparison_Logical Operators and Conditional Statements - Part #4.mp4 78.26 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/016 Loops_ For Loops.mp4 90.01 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/017 Loops_ Range.mp4 67.25 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/018 Loops_ While Loops.mp4 77.2 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/019 Loops_ Break a Loop.mp4 61.07 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/020 Loops_ Nested Loops.mp4 69.88 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/021 Loops_ List Comprehension.mp4 107.73 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/022 Functions_ Built-in Functions.mp4 45.55 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/023 Functions_ Custom Functions.mp4 76.67 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/024 Functions_ Lambda Functions.mp4 49.43 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/025 Functions_ Map.mp4 65.16 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/026 Functions_ Filter.mp4 65.43 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/027 Dealing with Files_ Text.mp4 145.49 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/028 Dealing with Files_ CSV.mp4 89.1 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/029 Numpy_ Numpy Basics.mp4 57.06 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/030 Numpy_ Built-in methods and functions.mp4 74.94 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/031 Numpy_ Shape Length Type.mp4 87.75 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/032 Numpy_ Math Operations.mp4 37.04 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/033 Numpy_ Slicing and Indexing.mp4 96.86 MB
11 Appendix_ Crash Course on Python Programming Fundamentals/034 Numpy_ Elements Selection.mp4 54.6 MB
12 Thank You and Links to Other Courses/001 Conclusion.mp4 7.24 MB
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