در این آموزش تصویری با Data Visualization در Matlab از مقدماتی تا پیشرفته آشنا می شوید.
این دوره آموزشی محصول موسسه Udemy است.

سرفصل های دوره:

  • تنظیمات اولیه برنامه
  • خواص عمومی برنامه
  • نحوه سفارشی کردن برنامه
  • نحوه برچسب گذاری صفحات وب
  • نحوه انتخاب فونت  نوشته
  • کار با خطوط منحنی برای دستور plot
  • سفارشی سازی دستور plot
  • سفارشی سازی کدها در برنامه
  • طراحی یک شکل واحد
  • نحوه کار با آمار و ارقام
  • نحوه رسم نمودار
  • نحوه دستکاری شبکه ها
  • کار با Ticklabel و Lineplots
  • تبدیل دستگاه مختصات کارتزین، قطبی و کروی به یکدیگر
  • نحوه انیمیشن سازی
  • کیفیت پروژه های سه بعدی
  • طراحی عناصر سه بعدی
  • نحوه متحرک  سازی عناصر
  • کار با سبک های خط
  • نحوه رنگ آمیزی تصاویر
  • و…

عنوان دوره: Udemy Data Visualization with MATLAB The Basics and Beyond
مدت زمان: 3 ساعت و 30 دقیقه
نویسنده: Eng. Tod Vachev, Assist. Prof., Ph.D., Eng. Hristo Zhivomirov


توضیحات:

Udemy Data Visualization with MATLAB The Basics and Beyond

Eng. Tod Vachev, Assist. Prof., Ph.D., Eng. Hristo Zhivomirov
3.5 Hours
All Levels

THE Guide for Data Visualization with MATLAB. Anything from 2D to 5D data visualization and plot animations.
Course Description
Why Visualize Data?
As the volume and complexity of data and results continues to grow with the increasing complexity of data sources and algorithms, the need for intuitive representations of that data and results becomes increasingly critical.
We want to create the representations in such a way that the human mind can, after all, better understanding our universe and the processes taking place within ' representation of a real-world object, an abstract mathematical expression, specific values of some measurable quantities, etc. Since 80 percent of the sensory information the brain receives comes from our eyes, the visual presentation of data is the natural choice.
The graphical representation of the results is often not only the most effective means of conveying the points of the study or work which has provided the data, but is in most cases an expectation of the audience of the work. It helps you to identify and emphasize areas of interest in data behavior, to express your thoughts, observations, and conclusions to others in a quick and intuitive way.
Why MATLAB?
1. Ease of Use
MATLAB is an interpreted language. Programs may be easily written and modified with the built-in integrated development environment and debugger.
2. Platform Independence
MATLAB is supported on many different computer systems, providing a large measure of platform independence. The language is supported on Windows, Linux, Unix, Macintosh. Programs written on any platform will run on all of the other platforms.
4. Device-Independent Plotting
MATLAB, unlike other computer languages, has many integral plotting and imaging commands. The plots and images can be displayed on any graphical output device supported by the computer on which MATLAB is running. This capability makes MATLAB an outstanding tool for visualizing data.
5. Full set capabilities
MATLAB has all graphics functions necessary to visualize scientific and engineering data. It includes features for representation of two-dimensional and three-dimensional diagrams, three-dimensional volume visualization, animation, tools to create diagrams interactively and the possibility of exporting to the most popular graphic formats. It is possible to customize diagrams adding multi-axes, change the colors of the lines and markers, add annotations, LaTeX expressions, legends and other plotting options.
Why this course?
Breaks the complex plot techniques down into simplistic steps.
Easy and intuitive approach from professional trainers.
Ideal for students, academics, scientists.
Suitable for beginner programmers.
What are the requirements?
Have MATLAB
Have basic coding skills, preferably with MATLAB
Have something to express by MATLAB
What am I going to get from this course?
Over 46 lectures and 3.5 hours of content!
Create 2D plots with MATLAB
Create 3D plots with MATLAB
Create Volumetric plots with MATLAB
Express yourself by MATLAB plots
Export figures from MATLAB for use in documents
Have basic understanding of Quality Code in MATLAB
What is the target audience?
Students
Academics
Scientists

Section 1: Introduction
Lecture 1
Introduction
10:58
Lecture 2
Basic Settings and Basic Plot
16:15
Lecture 3
Basic Settings - Part 2
02:10
Section 2: 2D Plots and Basic Properties
Lecture 4
Customizing Plots Part 1 - Labels, Grid, Font Styling
09:29
Lecture 5
Customizing Plots Part 2 - Titles
00:54
Lecture 6
Customizing Plots Part 3 - Axis Limits
04:45
Lecture 7
Customizing Plots Part 4 - Line width and color
06:04
Lecture 8
Customizing Plots - Source code
1 page
Lecture 9
Hold on! Multiple Plots on a Single Figure?
05:41
Lecture 10
Hold on - Source code
1 page
Lecture 11
Legend - What does this line do?
03:29
Lecture 12
Legend - Source code
1 page
Lecture 13
Multiple Plots Part 1 - Figures
02:21
Lecture 14
Figures - Source code
1 page
Lecture 15
Multiple Plots Part 2 - Subplot
03:35
Lecture 16
Subplot - Source code
1 page
Lecture 17
Customizing Plots (Advanced) Part 1 - Markers
05:06
Lecture 18
Markers - Source code
1 page
Lecture 19
Customizing Plots (Advanced) Part 2 - Ticks and Grid Manipulation
07:43
Lecture 20
Ticks and Grid Manipulation - Source code
1 page
Lecture 21
Customizing Plots (Advanced) Part 2 - Ticklabel and Lineplots
11:35
Lecture 22
Ticklabel and Lineplots - Source code
1 page
Lecture 23
Two Y Axes on a single figure? Call PlotYY! (2D Project)
16:33
Lecture 24
PlotYY 2D Project - Source code
1 page
Section 3: 3D Plots, Quality Code and Animation
Lecture 25
Plot3 - Line plots in 3 dimensions
10:52
Lecture 26
Plot3 - Source code
1 page
Lecture 27
Meshgrid - Doorway to 3D+ plots
13:02
Lecture 28
Meshgrid - Source code
1 page
Lecture 29
Contour Plot - Wanna plot a mountain?
05:53
Lecture 30
Contour Plot - Source code
1 page
Lecture 31
3D Project
12:43
Lecture 32
3D Project Quality Code
08:40
Lecture 33
3D Project and Quality Code - Source code
2 pages
Section 4: 4D & 5D Plots
Lecture 34
Slice and Dice Part 1 - 4D Slice Plots
11:58
Lecture 35
Slice and Dice P1 - Source code
1 page
Lecture 36
Slice and Dice Part 2 - Moving Slices
05:35
Lecture 37
Slice and Dice P2 - Source code
1 page
Lecture 38
Slice and Dice Part 3 - 5D Slice Plots
04:30
Lecture 39
Slice and Dice P3 - Source code
1 page
Lecture 40
4D, 5D and Animated Scatter Plots
09:10
Lecture 41
Scatter3 - Source code
1 page
Section 5: Exporting
Lecture 42
Export your figure and use it anywhere!
12:20
Lecture 43
Exporting - Source code
1 page
Section 6: Further reading and Resources
Lecture 44
Further Reading
1 page
Lecture 45
Line styles, Marker types and Colors
1 page
Lecture 46
Colormaps
1 page