Free Udemy Courses
Trending

Data Visualization in Python with Covid-19 Analysis Project

PUBLISHER :- Uplatz Training

LANGUAGE :- English

PRIZE :- 117.43$ 0$

Data Visualization in Python with Covid-19 Analysis Project

WHO CAN ACCESS THIS COURSE :-

  • Information Analysts and Consultants
  • Python Programmers and Developers
  • Business Analysts and Consultants
  • Anybody wishing to make a vocation in Business Intelligence, Visualization and Analytics
  • Information Visualization Managers
  • Information Engineers and Data Scientists
  • Information Visualization Developers
  • Information Architects
  • Information Visualization Leads
  • Novices and learners trying to become BI and Visualization experts
  • Information Analysts – Python, Tableau, SQL
  • BI Solutions Manager
  • Announcing Analysts
  • AI Professionals

WHAT ARE YOUR REQUIREMENTS FOR THIS COURSE ?

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

WHAT YOU ARE GOING TO LEARN FROM THIS COURSE ?

  • Instructions to utilize Python for Data Visualization
  • Undeniable active Project on Data Visualization with Python – “Imagining Covid-19”
  • Instructions to create helpful, natural and enlightening representations utilizing Python programming
  • Prologue to Data Visualization – what it is, its significance and advantages
  • Top Python Libraries for Data Visualization
  • Prologue to Matplotlib, Install Matplotlib with pip
  • Fundamental Plotting with Matplotlib
  • NumPy and Pandas
  • Information Visualization devices – Bar outline, Histogram, Pie graph
  • More Data Visualization devices – Scatter Plot, Area Plot, Stacked Area Plot, Box Plot
  • Progressed information Visualization devices – Waffle Chart, Word Cloud, Heat map
  • Particular information Visualization apparatuses (I) – Bubble outlines, Contour plots, Quiver Plot
  • Particular information Visualization apparatuses (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
  • Various classifications of plot in Seaborn, Some essential plots utilizing seaborn
  • Information Visualization utilizing Seaborn – Strip Plot, Swarm Plot, Plotting Bivariate Distribution
  • Dissipate plot, Hexbin plot, KDE, Regplot, Visualizing Pairwise Relationship, Box plot, Violin Plots, Point Plot

DESCRIPTION

Information Visualization with Python – course schedule

  1. Prologue to Data Visualization
  • What is information representation
  • Advantages of information representation
  • Significance of information representation
  • Top Python Libraries for Data Visualization
  1. Matplotlib
  • Prologue to Matplotlib
  • Introduce Matplotlib with pip
  • Essential Plotting with Matplotlib
  • Plotting at least two lines on a similar plot
  1. Numpy and Pandas
  • What is numpy?
  • Why use numpy?
  • Establishment of numpy
  • Case of numpy
  • What is a panda?
  • Key highlights of pandas
  • Python Pandas – Environment Setup
  • Pandas – Data Structure with model
  1. Information Visualization apparatuses
  • Bar outline
  • Histogram
  • Pie Chart
  1. More Data Visualization apparatuses
  • Disperse Plot
  • Region Plot
  • STACKED Area Plot
  • Box Plot
  1. Progressed information Visualization instruments
  • Waffle Chart
  • Word Cloud
  • Warmth MAP
  1. Particular information Visualization devices (Part-I)
  • Air pocket graphs
  • Form plots
  • Quiver Plot
  1. Particular information Visualization devices (Part-II)
  • Three-Dimensional Plotting in Matplotlib
  • 3D Line Plot
  • 3D Scatter Plot
  • 3D Contour Plot
  • 3D Wireframe Plot
  • 3D Surface Plot
  1. Seaborn
  • Prologue to seaborn
  • Seaborn Functionalities
  • Introducing seaborn
  • Various classifications of plot in Seaborn
  • Some fundamental plots utilizing seaborn
  1. Information Visualization utilizing Seaborn
  • Strip Plot
  • Multitude Plot
  • Plotting Bivariate Distribution
  • Dissipate plot, Hexbin plot, KDE, Regplot
  • Envisioning Pairwise Relationship
  • Box plot, Violin Plots, Point Plot
  1. Undertaking on Data Visualization

COURSE CONTENT

  • 11 sections • 36 lectures • 22h 53m total length

Introduction to Data Visualization1 lecture • 25min

  • Introduction to Data VisualisationPreview25:25

Matplotlib2 lectures • 52min

  • Matplotlib – part 130:44
  • Matplotlib – part 221:14

NumPy and Pandas3 lectures • 2hr 6min

  • NumPy and Pandas – part 154:10
  • NumPy and Pandas – part 241:10
  • NumPy and Pandas – part 330:19

Data Visualization Tools3 lectures • 2hr 14min

  • Data Visualisation Tools – part 149:49
  • Data Visualisation Tools – part 237:01
  • Data Visualisation Tools – part 347:31

More Data Visualization Tools3 lectures • 1hr 53min

  • More Data Visualisation Tools – part 135:33
  • More Data Visualisation Tools – part 240:32
  • More Data Visualisation Tools – part 336:46

Advanced Data Visualization Tools3 lectures • 2hr 10min

  • Advanced Data Visualisation Tools – part 133:42
  • Advanced Data Visualisation Tools – part 258:41
  • Advanced Data Visualisation Tools – part 337:45

Specialized Data Visualization Tools (I)3 lectures • 1hr 49min

  • Specialized Data Visualisation Tools (I) – part 135:55
  • Specialized Data Visualisation Tools (I) – part 232:04
  • Specialized Data Visualisation Tools (I) – part 340:49

Specialized Data Visualization Tools (II)4 lectures • 2hr 23min

  • Specialized Data Visualisation Tools (II) – part 141:41
  • Specialized Data Visualisation Tools (II) – part 227:58
  • Specialized Data Visualisation Tools (II) – part 330:18
  • Specialized Data Visualisation Tools (II) – part 443:06

Seaborn3 lectures • 1hr 39min

  • Seaborn – part 150:52
  • Seaborn – part 224:38
  • Seaborn – part 323:34

Data Visualization using Seaborn5 lectures • 3hr 5min

  • Data Visualisation using Seaborn – part 131:37
  • Data Visualisation using Seaborn – part 230:05
  • Data Visualisation using Seaborn – part 343:18
  • Data Visualisation using Seaborn – part 434:31
  • Data Visualisation using Seaborn – part 545:53

Project on Data Visualization with Python6 lectures • 4hr 17min

  • Project on Data Visualisation with Python – part 148:42
  • Project on Data Visualisation with Python – part 250:02
  • Project on Data Visualisation with Python – part 333:00
  • Project on Data Visualisation with Python – part 443:32
  • Project on Data Visualisation with Python – part 538:47
  • Project on Data Visualisation with Python – part 642:53

HOW TO MAKE MONEY ONLINE & TIPS AND TRICKS

Related Articles

Leave a Reply

Your email address will not be published. Required fields are marked *

Back to top button

Adblock Detected

Please consider supporting us by disabling your ad blocker