Data Visualization in Python with Covid-19 Analysis Project | Видеокурсы и книги по темам. Video Tutorials and books

Data Visualization in Python with Covid-19 Analysis Project

Тема в разделе "Other courses", создана пользователем Администратор, окт 7, 2020.

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    [​IMG]Data Visualization in Python with Covid-19 Analysis Project — Udemy — Last updated 9/2020 — Free download


    Learn to use Python for Data Visualization. Practical project on applying Python for visualizing & predicting Covid-19.
    What you’ll learn

    • How to use Python for Data Visualization
    • Full-fledged hands-on Project on Data Visualization with Python – “Visualizing Covid-19”
    • How to develop useful, intuitive and informative visualizations using Python programming
    • Introduction to Data Visualization – what it is, its importance & benefits
    • Top Python Libraries for Data Visualization
    • Introduction to Matplotlib, Install Matplotlib with pip
    • Basic Plotting with Matplotlib
    • NumPy and Pandas
    • Data Visualization tools – Bar chart, Histogram, Pie chart
    • More Data Visualization tools – Scatter Plot, Area Plot, Stacked Area Plot, Box Plot
    • Advanced data Visualization tools – Waffle Chart, Word Cloud, Heat map
    • Specialized data Visualization tools (I) – Bubble charts, Contour plots, Quiver Plot
    • Specialized data Visualization tools (II) – 3D Plotting in Matplotlib
    • 3D Line Plot, 3 D Scatter Plot, 3D Contour Plot, 3D Wireframe Plot, 3D Surface Plot
    • Seaborn – Introduction to Seaborn, Seaborn functionalities, Installing Seaborn
    • Different categories of plot in Seaborn, Some basic plots using seaborn
    • Data Visualization using Seaborn – Strip Plot, Swarm Plot, Plotting Bivariate Distribution
    • Scatter plot, Hexbin plot, KDE, Regplot, Visualizing Pairwise Relationship, Box plot, Violin Plots, Point Plot
    Requirements

    • Enthusiasm and determination to make your mark on the world!
    Description

    Data Visualization with Python – course syllabus

    1. Introduction to Data Visualization

    • What is data visualization
    • Benefits of data visualization
    • Importance of data visualization
    • Top Python Libraries for Data Visualization

    2. Matplotlib

    • Introduction to Matplotlib
    • Install Matplotlib with pip
    • Basic Plotting with Matplotlib
    • Plotting two or more lines on the same plot

    3. Numpy and Pandas

    • What is numpy?
    • Why use numpy?
    • Installation of numpy
    • Example of numpy
    • What is a panda?
    • Key features of pandas
    • Python Pandas – Environment Setup
    • Pandas – Data Structure with example

    4. Data Visualization tools

    • Bar chart
    • Histogram
    • Pie Chart

    5. More Data Visualization tools

    • Scatter Plot
    • Area Plot
    • STACKED Area Plot
    • Box Plot

    6. Advanced data Visualization tools

    • Waffle Chart
    • Word Cloud
    • HEAT MAP

    7. Specialized data Visualization tools (Part-I)

    • Bubble charts
    • Contour plots
    • Quiver Plot

    8. Specialized data Visualization tools (Part-II)

    Three-Dimensional Plotting in Matplotlib

    • 3D Line Plot
    • 3D Scatter Plot
    • 3D Contour Plot
    • 3D Wireframe Plot
    • 3D Surface Plot

    9. Seaborn

    • Introduction to seaborn
    • Seaborn Functionalities
    • Installing seaborn
    • Different categories of plot in Seaborn
    • Some basic plots using seaborn

    10. Data Visualization using Seaborn

    • Strip Plot
    • Swarm Plot
    • Plotting Bivariate Distribution
    • Scatter plot, Hexbin plot, KDE, Regplot
    • Visualizing Pairwise Relationship
    • Box plot, Violin Plots, Point Plot

    11. Project on Data Visualization

    Who this course is for:

    • Data Analysts & Consultants
    • Python Programmers & Developers
    • Business Analysts & Consultants
    • Anyone wishing to make a career in Business Intelligence, Visualization and Analytics
    • Data Visualization Managers
    • Data Engineers & Data Scientists
    • Data Visualization Developers
    • Data Architects
    • Data Visualization Leads
    • Newbies and beginners aspiring to become BI & Visualization professionals
    • Data Analysts – Python, Tableau, SQL
    • BI Solutions Manager
    • Reporting Analysts
    • Machine Learning Professionals


    DOWNLOAD

    [​IMG] Data_Visualization_in_Python_with_Covid-19_Analysis_Project.part1.rar (3.00 GB)
    sundryshare.com/1N2r [​IMG] [​IMG]
    [​IMG] Data_Visualization_in_Python_with_Covid-19_Analysis_Project.part2.rar (3.00 GB)
    sundryshare.com/1N2s [​IMG] [​IMG]
    [​IMG] Data_Visualization_in_Python_with_Covid-19_Analysis_Project.part3.rar (3.00 GB)
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    [​IMG] Data_Visualization_in_Python_with_Covid-19_Analysis_Project.part4.rar (2.06 GB)
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    Course content: https://www.udemy.com/course/data-visualization-with-python-training

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