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Udemy - Exploratory Data Analysis in Python

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Added 4 years ago by freecoursewb in Other
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Udemy - Exploratory Data Analysis in Python (Size: 774.9 MB)
  1. A first sight to our dataset.mp4 82.4 MB
  1. A first sight to our dataset.srt 11.7 KB
  1. Introduction to the course.mp4 11.9 MB
  1. Introduction to the course.srt 2.9 KB
  1. Pairplots.mp4 123.9 MB
  1. Pairplots.srt 15.1 KB
  1. Practical suggestions.html 1.1 KB
  1. Sweetviz.mp4 112.4 MB
  1. Sweetviz.srt 14.1 KB
  1.1 A first sight to our dataset.ipynb 75.5 KB
  1.1 Pairplots.ipynb 904.2 KB
  1.1 Sweetviz.ipynb 4.5 MB
  2. Correlation matrix and histograms.mp4 94.3 MB
  2. Correlation matrix and histograms.srt 11.6 KB
  2. Pandas profiling.mp4 68.5 MB
  2. Pandas profiling.srt 10.1 KB
  2. Summarization.mp4 54.1 MB
  2. Summarization.srt 7.5 KB
  2. What is EDA.mp4 28.1 MB
  2. What is EDA.srt 5.1 KB
  2.1 Correlation matrix.ipynb 252.4 KB
  2.1 Pandas profiling.ipynb 2.9 MB
  2.1 Summarization.ipynb 31 KB
  3. Histograms.mp4 39.1 MB
  3. Histograms.srt 6.3 KB
  3. Stacked histograms.mp4 78.2 MB
  3. Stacked histograms.srt 14.1 KB
  3. The dataset.html 102.4 B
  3.1 Histograms.ipynb 105.4 KB
  3.1 Stacked histograms.ipynb 296.5 KB
  3.1 sample_dataset.csv 97.1 KB
  4. Boxplots.mp4 38.1 MB
  4. Boxplots.srt 9.2 KB
  4. Required Python packages.html 1 KB
  4.1 Boxplot.ipynb 34.2 KB
  5. Jupyter notebooks.mp4 34.6 MB
  5. Jupyter notebooks.srt 9.8 KB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 39 total files

Description


Exploratory Data Analysis in Python
https://DevCourseWeb.com

Instructors: Gianluca Malato
5 sections • 15 lectures • 1h 50m total length
Video: MP4 1280x720 44 KHz | English + Sub
Updated 10/2021 | Size: 775 MB

A course about how to approach a dataset for the first time

What you'll learn
Exploring a dataset for calculating overall statistics
Visualize the correlations between the features
Visualize the predictive power of the features
Create useful insights from a dataset

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