Python Data Visualization for Beginners (CPD Accredited)
- Description
- Curriculum
- FAQ
- Reviews
Have you ever found yourself stuck and unable to move forward while creating a simple plot? Do you want to create sophisticated, interactive data visualizations in python? Have you ever needed clarification on all the different python plotting libraries? If your answer is yes, to any of these questions, this course is for you.
So what’s it about, and how is this course different?
There are many different libraries in the python data visualization landscape. They are all powerful and valuable, but is it obvious to determine what works best for you? You will discover many of the most popular python visualization libraries through this course. It starts by learning how to use each library to build simple visualizations.
You will be able to explore more complex usage and identify the scenarios where each library shines. At the end of the course, you will gain a basic working knowledge of using multiple libraries to visualize data in python.
You will also understand which library is more suitable for you and your coding style. You’ll also understand general visualization concepts to make your plots more practical.
And that’s what makes this course unique.
We will cover more complex, interactive visualization dashboard technologies in addition to the overview material.
All software used is 100% free and open source, including editors, Python language, etc. You don’t need to buy anything for this course.
Concepts backed by concise visuals whenever we hit a new topic.
The time to act is now.
Data science is one of the year’s hottest topics, and data visualization is a core skill set needed to communicate your results and discoveries properly. Take this course to get good at various modern Python-based visualization libraries.
-
6Matplotlib introduction, History and LandscapeVideo lesson
-
7System setupVideo lesson
-
8Data set and Figure OverviewVideo lesson
-
9Interface types & Launching notebooksVideo lesson
-
10Reading dataVideo lesson
-
11Pylot ExampleVideo lesson
-
12HistogramsVideo lesson
-
13Figures and AxesVideo lesson
-
14Saving images & Quick ReferenceVideo lesson
-
15Line plotsVideo lesson
-
16Bar chartsVideo lesson
-
17Scatter plotsVideo lesson
-
18StylesVideo lesson
-
19RegressionVideo lesson
-
20Customizing multiple plotsVideo lesson
-
21ReferencesVideo lesson
-
22SummaryVideo lesson
-
28Introduction to Seaborn & OverviewVideo lesson
-
29Getting started & Figure and axes level plotsVideo lesson
-
30Data set changesVideo lesson
-
31DisplotVideo lesson
-
32CatplotVideo lesson
-
33Relplot & Seaborn API SummaryVideo lesson
-
34Displot relplot and facettingVideo lesson
-
35Catplot API summary & Specialized plotsVideo lesson
-
36HeatmapVideo lesson
-
37Pair and jointplotVideo lesson
-
38Customizing Seaborn summary & Seaborn SummaryVideo lesson
-
39Introduction to Altair, Overview & Vega liteVideo lesson
-
40Installing & Shorthand APIVideo lesson
-
41Basic shorthand APIVideo lesson
-
42Additional examples of the basic APIVideo lesson
-
43Longhand APIVideo lesson
-
44Longhand overviewVideo lesson
-
45Data type & Types viz alterationsVideo lesson
-
46Concat chartsVideo lesson
-
47Faceting & LayersVideo lesson
-
48Multiple chart summary & Amazon data setVideo lesson
-
49Amazon authorsVideo lesson
-
50Reference example & ConclusionVideo lesson
-
51Introduction to Plotly, Overview, API Intro and InstallingVideo lesson
-
52Basic plottingVideo lesson
-
53CustomizingVideo lesson
-
54Additional plot typesVideo lesson
-
55API overview & Scatter PlotsVideo lesson
-
56Line bar areaVideo lesson
-
57Regression treemap heatmapVideo lesson
-
58FacettingVideo lesson
-
59AnnotationsVideo lesson
-
60Annotation summary and Section ConclusionVideo lesson
-
61Introduction, Background and InstallationVideo lesson
-
62Basic app concepts and Simple App exampleVideo lesson
-
63Streamlit running overview & API SummaryVideo lesson
-
64Widget Intro & Widget interactivityVideo lesson
-
65User inputVideo lesson
-
66Show chartsVideo lesson
-
67Sidebar introVideo lesson
-
68Sidebar detailsVideo lesson
-
69ConclusionVideo lesson
-
70Introduction, Overview, Why Dash, Getting started and Program structureVideo lesson
-
71First AppVideo lesson
-
72Running AppVideo lesson
-
73Component overview & HTMLVideo lesson
-
74Interactive appVideo lesson
-
75Interactive app demo & Callback referenceVideo lesson
-
76Final app overview & Full app part 1Video lesson
-
77Full app data filteringVideo lesson
-
78Full app demoVideo lesson
-
79Advanced topics & ConclusionVideo lesson
External Links May Contain Affiliate Links read more