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~Get Your Files Here !/02 Working with Different Kinds of Datasets/002 Reading data from Excel files.mp4 205.7 MB
~Get Your Files Here !/02 Working with Different Kinds of Datasets/001 Using advanced options while reading data from CSV files.mp4 165.8 MB
~Get Your Files Here !/05 Visualizing Data Like a Pro/001 Controlling plot aesthetics.mp4 153.5 MB
~Get Your Files Here !/02 Working with Different Kinds of Datasets/003 Reading data from other popular formats.mp4 147.6 MB
~Get Your Files Here !/03 Data Selection/004 Applying multiple filter criteria to a pandas DataFrame.mp4 145.2 MB
~Get Your Files Here !/04 Manipulating, Transforming, and Reshaping Data/002 Using the groupby method.mp4 133.7 MB
~Get Your Files Here !/04 Manipulating, Transforming, and Reshaping Data/003 Handling missing values in pandas.mp4 110.7 MB
~Get Your Files Here !/04 Manipulating, Transforming, and Reshaping Data/001 Modifying a pandas DataFrame using the inplace parameter.mp4 110.5 MB
~Get Your Files Here !/03 Data Selection/002 Sorting a pandas DataFrame.mp4 109.5 MB
~Get Your Files Here !/05 Visualizing Data Like a Pro/004 Plotting with Data-Aware Grids.mp4 104.8 MB
~Get Your Files Here !/04 Manipulating, Transforming, and Reshaping Data/007 Working with date and time series data.mp4 102.1 MB
~Get Your Files Here !/03 Data Selection/005 Using the axis parameter in pandas.mp4 99.8 MB
~Get Your Files Here !/04 Manipulating, Transforming, and Reshaping Data/009 Merging and concatenating multiple DataFrames into one.mp4 88.5 MB
~Get Your Files Here !/05 Visualizing Data Like a Pro/002 Choosing the colors for plots.mp4 86.9 MB
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【影视】 [ FreeCourseWeb.com ] Udemy - Plotly library Tips exploratory data analysis

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~Get Your Files Here !/005 line plot.mp4 252.2 MB
~Get Your Files Here !/002 Bar plot using query function.mp4 246.4 MB
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【影视】 [FreeCoursesOnline.Me] [Packt] Exploratory Data Analysis with Pandas and Python 3.x [FCO]

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7. Bringing It All Together_/30.Red Wine Analysis.mp4 121.7 MB
7. Bringing It All Together_/31.White Wine Analysis.mp4 119.1 MB
7. Bringing It All Together_/32.White Wine versus Red Wine - Analysis.mp4 97.4 MB
5. Bivariate Analysis_/23.Bivariate Analysis - Video Game Sales.mp4 95.7 MB
6. Multivariate Analysis_/26.Multivariate Analysis over Pokemon Dataset.mp4 84.6 MB
4.Univariate Analysis_/15.Types of Variables.mp4 81.3 MB
1.Descriptive Statistics/02.Basic Statistical Measures.mp4 80.8 MB
7. Bringing It All Together_/29.Wine Data Analysis - Initial Setup.mp4 74.5 MB
2.Dealing with Missing Data/09.Hands-on with Dealing with Missing Values.mp4 57.6 MB
4.Univariate Analysis_/18.Univariate Analysis over Olympics Dataset.mp4 53.4 MB
2.Dealing with Missing Data/10.Case Study - Missing Data in Titanic Dataset.mp4 52.2 MB
5. Bivariate Analysis_/21.Scatter Plots and Heatmaps.mp4 52.1 MB
1.Descriptive Statistics/01.The Course Overview.mp4 45.9 MB
6. Multivariate Analysis_/25.Multivariate Analysis over Titanic Dataset.mp4 40.2 MB
2.Dealing with Missing Data/07.Finding Missing Values.mp4 37.5 MB
5. Bivariate Analysis_/22.Bivariate Analysis - Titanic Dataset.mp4 33.7 MB
1.Descriptive Statistics/04.Visualizing Statistical Measures.mp4 26.8 MB
3. Dealing with Outliers_/14.Using IQR to Detect Outliers.mp4 25.8 MB
6. Multivariate Analysis_/28.Correlation Is Not Causation.mp4 23.3 MB
4.Univariate Analysis_/16.Introduction to Univariate Analysis.mp4 19.5 MB

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B2. Designing an Exploratory Data Analysis Research Plan (Jacey Heuer, 2020)/4. Data Modeling/5. Choosing a Model and R Markdown.mp4 32.0 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/5. Using Correlation Analysis/4. Logistic Regression for Binary Outcome Variable.mp4 29.2 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/5. Using Correlation Analysis/5. Visualizing the Traffic between the Airports.mp4 27.7 MB
B2. Designing an Exploratory Data Analysis Research Plan (Jacey Heuer, 2020)/3. Beginning Our Data Exploration/3. Asking Questions with Data Visualization - Part 1.mp4 27.2 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/2. Understanding Data Exploration/4. Data Summary.mp4 27.1 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/3. Sampling a Dataset for Data Exploration/5. Sampling a Table with Dplyr.mp4 25.9 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/3. Sampling a Dataset for Data Exploration/3. Reproducing Pseudo-random Processes.mp4 25.6 MB
A1. Exploring Your First Data Set with R (Martin Burger, 2019)/3. First Level Data Exploration/3. Boxplots and Data Structure.mp4 24.4 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/4. Summarizing Data to Get an Understanding of New Data/4. Distributions of Numeric Variables.mp4 24.4 MB
B2. Designing an Exploratory Data Analysis Research Plan (Jacey Heuer, 2020)/4. Data Modeling/3. Understanding Our Data.mp4 24.4 MB
B1. Exploring Data with Quantitative Techniques Using R (Martin Burger, 2020)/4. Summarizing Data to Get an Understanding of New Data/6. Times Series Based Summaries.mp4 23.9 MB
A1. Exploring Your First Data Set with R (Martin Burger, 2019)/4. Statistical Tests to Confirm Initial Findings/6. Relations between Categorical Variables.mp4 23.8 MB
A1. Exploring Your First Data Set with R (Martin Burger, 2019)/3. First Level Data Exploration/6. Hypothesis Tests.mp4 23.4 MB
B2. Designing an Exploratory Data Analysis Research Plan (Jacey Heuer, 2020)/5. Delivering the Analysis to the Final Audience/3. Generating the Final Exploratory Data Analysis Research Report.mp4 23.4 MB
A2. Exploring Data Visually with R (Martin Burger, 2019)/5. Looking Ahead and Further Resources/2. The Data Visualization Task View.mp4 22.7 MB
A2. Exploring Data Visually with R (Martin Burger, 2019)/4. Data Visualizations Based on Clusters and Grouping Variables/5. Scatterplots in Ggplot2.mp4 22.4 MB
B2. Designing an Exploratory Data Analysis Research Plan (Jacey Heuer, 2020)/3. Beginning Our Data Exploration/2. Getting Familiar with the Data We Have.mp4 21.6 MB
A2. Exploring Data Visually with R (Martin Burger, 2019)/4. Data Visualizations Based on Clusters and Grouping Variables/2. Plots Based on Clusters.mp4 21.6 MB
A1. Exploring Your First Data Set with R (Martin Burger, 2019)/4. Statistical Tests to Confirm Initial Findings/4. Relations in Numeric Variables.mp4 20.6 MB
A1. Exploring Your First Data Set with R (Martin Burger, 2019)/3. First Level Data Exploration/2. Summary Statistics.mp4 20.3 MB

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~Get Your Files Here !/3. Multivariate analysis/1. Pairplots.mp4 129.9 MB
~Get Your Files Here !/4. Some useful libraries/1. Sweetviz.mp4 117.9 MB
~Get Your Files Here !/3. Multivariate analysis/2. Correlation matrix and histograms.mp4 98.9 MB
~Get Your Files Here !/2. Univariate analysis/1. A first sight to our dataset.mp4 86.4 MB
~Get Your Files Here !/3. Multivariate analysis/3. Stacked histograms.mp4 82.0 MB
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~Get Your Files Here !/2. Univariate analysis/2. Summarization.mp4 56.8 MB
~Get Your Files Here !/2. Univariate analysis/3. Histograms.mp4 41.0 MB
~Get Your Files Here !/2. Univariate analysis/4. Boxplots.mp4 40.0 MB
~Get Your Files Here !/1. Introduction/5. Jupyter notebooks.mp4 36.3 MB
~Get Your Files Here !/1. Introduction/2. What is EDA.mp4 29.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction to the course.mp4 12.5 MB
~Get Your Files Here !/4. Some useful libraries/1.1 Sweetviz.ipynb 4.7 MB
~Get Your Files Here !/4. Some useful libraries/2.1 Pandas profiling.ipynb 3.0 MB
~Get Your Files Here !/3. Multivariate analysis/1.1 Pairplots.ipynb 925.9 kB
~Get Your Files Here !/3. Multivariate analysis/3.1 Stacked histograms.ipynb 303.6 kB
~Get Your Files Here !/3. Multivariate analysis/2.1 Correlation matrix.ipynb 258.4 kB
~Get Your Files Here !/2. Univariate analysis/3.1 Histograms.ipynb 107.9 kB
~Get Your Files Here !/1. Introduction/3.1 sample_dataset.csv 99.4 kB
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【影视】 PLURALSIGHT EXPLORATORY DATA ANALYSIS WITH R TUTORIAL

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01. Introduction to R/01_08-Other Language Features Demo.mp4 12.8 MB
01. Introduction to R/01_07-Data Frames Demo.mp4 12.3 MB
01. Introduction to R/01_06-Data Structures Demo.mp4 11.1 MB
01. Introduction to R/01_04-RStudio.mp4 8.0 MB
01. Introduction to R/01_05-Language Basics Demo.mp4 8.0 MB
01. Introduction to R/01_01-Introduction.mp4 7.5 MB
01. Introduction to R/01_02-Intro to R.mp4 6.5 MB
01. Introduction to R/01_03-Hello World Demo.mp4 2.7 MB
01. Introduction to R/01_09-Summary.mp4 556.5 kB
02. Transforming and Cleaning Data/02_05-Cleaning Data.mp4 28.7 MB
02. Transforming and Cleaning Data/02_04-Loading Data.mp4 15.1 MB
02. Transforming and Cleaning Data/02_03-Demo Setup.mp4 8.5 MB
02. Transforming and Cleaning Data/02_06-Exporting Data.mp4 8.5 MB
02. Transforming and Cleaning Data/02_02-Introduction.mp4 7.7 MB
02. Transforming and Cleaning Data/02_07-Demo Conclusion.mp4 915.7 kB
02. Transforming and Cleaning Data/02_01-Overview.mp4 754.8 kB
02. Transforming and Cleaning Data/02_08-Summary.mp4 565.3 kB
03. Calculating Descriptive Statistics/03_06-Univariate Analysis Demo.mp4 23.7 MB
03. Calculating Descriptive Statistics/03_07-Bivariate Analysis Demo.mp4 20.9 MB
03. Calculating Descriptive Statistics/03_03-Types of Analysis.mp4 13.2 MB

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【影视】 Pluralsight - Exploratory Data Analysis with R

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01. Introduction to R/01_01-Introduction.mp4 7.5 MB
01. Introduction to R/01_02-Intro to R.mp4 6.5 MB
01. Introduction to R/01_03-Hello World Demo.mp4 2.7 MB
01. Introduction to R/01_04-RStudio.mp4 8.0 MB
01. Introduction to R/01_05-Language Basics Demo.mp4 8.0 MB
01. Introduction to R/01_06-Data Structures Demo.mp4 11.1 MB
01. Introduction to R/01_07-Data Frames Demo.mp4 12.3 MB
01. Introduction to R/01_08-Other Language Features Demo.mp4 12.8 MB
01. Introduction to R/01_09-Summary.mp4 556.5 kB
02. Transforming and Cleaning Data/02_01-Overview.mp4 754.8 kB
02. Transforming and Cleaning Data/02_02-Introduction.mp4 7.7 MB
02. Transforming and Cleaning Data/02_03-Demo Setup.mp4 8.5 MB
02. Transforming and Cleaning Data/02_04-Loading Data.mp4 15.1 MB
02. Transforming and Cleaning Data/02_05-Cleaning Data.mp4 28.7 MB
02. Transforming and Cleaning Data/02_06-Exporting Data.mp4 8.5 MB
02. Transforming and Cleaning Data/02_07-Demo Conclusion.mp4 915.7 kB
02. Transforming and Cleaning Data/02_08-Summary.mp4 565.3 kB
03. Calculating Descriptive Statistics/03_01-Overview.mp4 730.8 kB
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