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| File Name: | Visualization for Data Science using Python |
| Content Source: | https://www.udemy.com/course/visualization-for-data-science-using-python/ |
| Genre / Category: | Programming |
| File Size : | 1.3GB |
| Publisher: | udemy |
| Updated and Published: | February 20, 2023 |
Pandas, Matplotlib, Seaborn. Analyze Dozens of Datasets & Create Insightful Visualizations
VISUALIZATION FOR DATA SCIENCE USING PYTHON IS SET UP TO MAKE LEARNING FUN AND EASY
This 30+ lesson course includes 8 hours of high-quality video and text explanations of everything under Statistics and Visualization. Topic is organized into the following sections:
- Data Type – Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data types
- Visualizing data, including bar graphs, pie charts, histograms, and box plots
- Analyzing data, including mean, median, and mode, IQR and box-and-whisker plots
- Data distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scores
- Chi Square distribution and Goodness of Fit
- Scatter plots – One, Two and Three dimensional
- Pair plots
- Box plots
- Violin plots
- End to end Exploratory Data Analysis of Iris dataset
- End to end Exploratory Data Analysis of Haberman dataset
- Principle Component Analysis and MNIST dataset
AND HERE’S WHAT YOU GET INSIDE OF EVERY SECTION:
- We will start with basics and understand the intuition behind each topic
- Video lecture explaining the concept with many real life examples so that the concept is drilled in
- Walkthrough of worked out examples to see different ways of asking question and solving them
- Logically connected concepts which slowly builds up
Enroll today ! Can’t wait to see you guys on the other side and go through this carefully crafted course which will be fun and easy.
DOWNLOAD LINK: Visualization for Data Science using Python
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