Oreilly - Data Visualization Solutions for Beginners
by Mohammed Topiwalla | Released January 2018 | ISBN: 9781788395786
Take your R, Python, and Tableau Data Visualization Skills from Rookie to Pro!About This VideoKnow which kind of graph to use depending on your data, and make your data speak through visualizations to help businesses drive their decisionsUnlock deeper level insights using drill-down analysis in Tableau, and apply the skills learned throughout the course using packages such as Seaborn in Python on real-life data from platforms such as UCI data repositoryAdvance your knowledge in data visualization in just 2 hours with tips and tricks at every stageIn DetailData visualization has become very important due to the increase in processing power and organizations being able to unlock their data from jail. It has become the best way to report results and findings to your audience in the most simple and gripping way. However, there is a shortage of visualization experts who can use various tools to explain to stakeholders not just historical data, but also the machine learning results.In this course, we'll be using tools such as Tableau, which is the best visualization tool as ranked by the Gartner Report 2017, as well as open source tools such as R and Python to understand data and share findings between fellow data scientists.This course takes you gradually from basic, fundamental topics to advanced topics with a ton of examples. It also focuses on making you independent of these tools, so you can carry forward your visualization knowledge to any other tool you may need to use. We cover three tools in visualization, namely R, Python, and Tableau and setting up your basic framework for any project you take up. By the end of this course, you'll have the fundamentals in place, so you can make visualizations on your own with the correct use of various visualization elements. Show and hide more
- Chapter 1 : Installation and Setup
- The Course Overview 00:06:06
- Installing R and RStudio 00:14:09
- Installing Anaconda Navigator 00:07:18
- Installing Tableau 00:03:56
- Chapter 2 : Understanding Data and Types of Visualizations
- Different Types of Data 00:11:58
- Types of Visualization 00:09:27
- Chapter 3 : Loading and Cleaning Data
- Downloading Data from Online Sources 00:08:19
- Downloading Data from Online Sources (Continued) 00:08:43
- Demonstrations Using R 00:05:26
- Demonstrations Using Python 00:07:01
- Chapter 4 : Using the Right Graph for Your Data
- Demonstrations Using R 00:11:00
- Demonstrations Using R (Continued) 00:11:14
- Demonstrations Using Python 00:11:23
- Introduction to Tableau 00:14:22
- Chapter 5 : Creating Explanatory Data Analysis Using Tableau
- Making Simple Visualizations in Tableau 00:07:58
- Making Simple Visualizations in Tableau (Continued) 00:08:22
- Maps and Their Power 00:08:22
- Maps and Their Power (Continued) 00:09:54
- Let’s Create a Story 00:11:48
- Chapter 6 : Let's Build a Storyboard for Your Audience Quickly
- Understand, Load, and Reuse! 00:13:25
- Understand, Load, and Reuse! (Continued) 00:16:13
- Dashboards and Power of Actions 00:08:29
- Dashboards and Power of Actions (Continued) 00:10:09
- Time for Presentation 00:06:07
- Mini Project 00:09:08
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