課程資料
課程簡介
Learn Python for Exploratory Data Analysis (EDA) and Data Visualization
Master Data Visualization From Scratch – No Prior Python Experience Needed!
Are you an absolute beginner in Python and want to learn data visualization in an easy, engaging, and hands-on way? This course is designed just for you!
What You’ll Learn:
Python Basics – Get started with Python programming, even if you have never written a line of code before!
Introduction to Data Visualization – Understand the fundamentals of visual storytelling with data.
Getting Started with Plotly – Learn how to create stunning interactive plots with the Plotly library in Python.
Creating Different Types of Charts – Build bar charts, line charts, scatter plots, pie charts, histograms, heatmaps, and more.
Customizing Your Visualizations – Learn to style your charts with colors, themes, annotations, and interactivity.
Who Is This Course For?
Complete beginners in Python with no prior experience.
Anyone interested in data visualization and storytelling with data.
Business professionals, students, or researchers who want to present data in a clear and compelling way.
Aspiring data scientists and analysts looking for a beginner-friendly introduction to Python visualization.
Why Take This Course?
No prior Python experience needed – We start from the absolute basics.
Step-by-step, hands-on approach – Learn by doing with real-world examples.
Taught with interactive tools – Use Plotly to create stunning and interactive visualizations.
Lifetime access & updates – Learn at your own pace with full access to all materials.
By the end of this course, you will have a strong foundation in Python data visualization and the ability to create beautiful, insightful, and interactive charts using Plotly!
Enroll now and start your journey into the world of data visualization with Python!
課程章節
- 10 個章節
- 93 堂課
- 第 1 章 Day 0: Introduction to Python Programming and Data Visualization
- 第 2 章 Day 1: Gentle introduction to the core of python programming
- 第 3 章 Day 2: The core Data Structures in Python (All you need to create visuals)
- 第 4 章 Day 3: Python functions, Conditionals and Loops
- 第 5 章 Day 4: Introduction to Pandas and Plotly
- 第 6 章 Day 5: Visualizing relationships using Plotly (Scatter plots and Line plots)
- 第 7 章 Day 6 Learn to create Barcharts and Pie Charts
- 第 8 章 Day 7 Show Distributions and Spread of Data in Plotly
- 第 9 章 Day 8: Visualize Hierarchical data using Sunburst Charts and Treemap charts
- 第 10 章 Day 9: Visualize Geographical data
課程內容
- Understand the basics of Python and Plotly, including how to install and set up the necessary tools for data visualization.
- Create a variety of data visualizations, such as bar charts, line charts, scatter plots, pie charts, histograms, and heatmaps, to effectively represent data.
- Customize and enhance visualizations by applying colors, labels, annotations, and interactivity to improve clarity and engagement.
- Develop the skills to analyze and present data effectively through interactive and dynamic visualizations.
評價
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SStacy Ovadje
Amazing Course Content and great step-by-step information for beginners. Definitely would recommend. Thank you so much for your patience and simplified explanation.
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OOgheneovo Oboba
Very rich and engaging. I was hands-on alongside the video the whole time and I must say that there’s a lot of understanding I have gained and a lot more to practice on with the intent to build on what I have just learnt. Highly recommended for thorough learning. Thank you.
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OOmar Aragón Escobar
excelente! muchas gracias por tanta buena información.
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AAnya mmasichukwu maryblessing
I wish, I could see the details clearly