Data Analysis Masterclass - Real-World Pandas Coding --> [ DevCourseWeb ]

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Data Analysis Masterclass - Real-World Pandas Coding --> [ DevCourseWeb ]
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Torrent File Content (43 files)

[ DevCourseWeb.com ] Udemy - Data Analysis Masterclass - Real-World Pandas Coding
Get Bonus Downloads Here.url -

182 bytes

~Get Your Files Here !
1 - Introduction/1 - Introduction.mp4 -

71.85 MB

1 - Introduction/2 - Prerequisites.mp4 -

10.51 MB

1 - Introduction/3 - Colab Setup.mp4 -

84.17 MB

1 - Introduction/3 - Google Colab.txt -

21 bytes

1 - Introduction/4 - Why Python Pandas.html -

5.73 KB

2 - Pandas 101/1 - DataFrames and Series.html -

58 bytes

2 - Pandas 101/10 - Conditional filtering.mp4 -

15.75 MB

2 - Pandas 101/11 - Useful inbuilt functions.mp4 -

7.12 MB

2 - Pandas 101/12 - Grouping.mp4 -

14.99 MB

2 - Pandas 101/13 - Concatenating and merging.mp4 -

130.47 MB

2 - Pandas 101/14 - Basic plotting.mp4 -

42.24 MB

2 - Pandas 101/5 - Before you start.html -

765 bytes

2 - Pandas 101/6 - Colab Notebook with all code for this lecture.txt -

85 bytes

2 - Pandas 101/6 - Creating a DataFrame.mp4 -

79.17 MB

2 - Pandas 101/7 - Selecting Columns.mp4 -

12.74 MB

2 - Pandas 101/8 - Indexing.mp4 -

27.56 MB

2 - Pandas 101/9 - Applying Functions.mp4 -

53.6 MB

3 - Data cleaning Dealing with missing values/15 - Colab Notebook with all code for this lecture.txt -

85 bytes

3 - Data cleaning Dealing with missing values/15 - Introduction of the dataset.mp4 -

6.36 MB

3 - Data cleaning Dealing with missing values/16 - Fixing issues and cleaning the dataset.mp4 -

139.03 MB

3 - Data cleaning Dealing with missing values/17 - Dealing with missing values Homeplanet.mp4 -

110.59 MB

3 - Data cleaning Dealing with missing values/18 - Dealing with missing values CryoSleep.mp4 -

98.49 MB

3 - Data cleaning Dealing with missing values/19 - Dealing with missing values Cabins.mp4 -

68.84 MB

3 - Data cleaning Dealing with missing values/20 - Inspecting remaining columns.mp4 -

69.62 MB

3 - Data cleaning Dealing with missing values/21 - Imputing missing values using KNearest Neighbour Algorithm.mp4 -

78.96 MB

4 - Feature Engineering/22 - Colab Notebook with all code for this lecture.txt -

85 bytes

4 - Feature Engineering/22 - Creating a new feature 1 Family Count.mp4 -

63.8 MB

4 - Feature Engineering/23 - Creating a new feature 2 Age Group.mp4 -

39.43 MB

4 - Feature Engineering/24 - Creating a new feature 3 Spend Group.mp4 -

13.54 MB

4 - Feature Engineering/25 - Creating a new feature 4 Personality.mp4 -

28.79 MB

5 - Visualisations Exploratory Data Analysis continued/26 - Colab Notebook with all code for this lecture.txt -

85 bytes

5 - Visualisations Exploratory Data Analysis continued/26 - Countplots.mp4 -

61.2 MB

5 - Visualisations Exploratory Data Analysis continued/27 - Histograms and Scatterplots.mp4 -

91.56 MB

5 - Visualisations Exploratory Data Analysis continued/28 - Why you shouldnt just rely on summary statistics.mp4 -

9.84 MB

6 - Little Overview of Correlation Analysis/29 - Colab Notebook with all code for this lecture.txt -

85 bytes

6 - Little Overview of Correlation Analysis/29 - Pearsons Correlation Coefficient.mp4 -

22.02 MB

6 - Little Overview of Correlation Analysis/30 - Student ttest.mp4 -

26.08 MB

6 - Little Overview of Correlation Analysis/31 - ChiSquare test.mp4 -

38.04 MB

6 - Little Overview of Correlation Analysis/31 - vid2-chi2.mp4 -

67.65 MB

7 - Outro/32 - Expanding Your Data Analysis Skills What We Havent Covered Yet.html -

8.61 KB

7 - Outro/33 - Essential Statistical Concepts Every Data Analyst should know.html -

11.96 KB

Bonus Resources.txt -

386 bytes

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