Generate and visualize data in Python and MATLAB
What you’ll learn
Understand different categories of data
Generate various datasets and modify them with parameters
Visualize data using a multitude of techniques
Generate data from distributions, trigonometric functions, and images
Understand forward models and how to use them to generate data
Improve MATLAB and Python programming skills
Requirements
Interest in data
High-school math
Basic programming familiarity (MATLAB or Python)
Familiarity with power spectra from the Fourier transform
Description
Data science is quickly becoming one of the most important skills in industry, academia, marketing, and science. Most data-science courses teach analysis methods, but there are many methods; which method do you use for which data? The answer to that question comes from understanding data. That is the focus of this course.
What you will learn in this course:
You will learn how to generate data from the most commonly used data categories for statistics, machine learning, classification, and clustering, using models, equations, and parameters. This includes distributions, time series, images, clusters, and more. You will also learn how to visualize data in 1D, 2D, and 3D.
All videos come with MATLAB and Python code for you to learn from and adapt!
This course is for you if you are an aspiring or established:
Data scientist
Statistician
Computer scientist (MATLAB and/or Python)
Signal processor or image processor
Biologist
Engineer
Student
Curious independent learner!
What you get in this course:
>6 hours of video lectures that include explanations, pictures, and diagrams
pdf readers with important notes and explanations
Exercises and their solutions
MATLAB code and Python code
With >4000 lines of MATLAB and Python code, this course is also a great way to improve your programming skills, particularly in the context of data analysis, statistics, and machine learning.
What do you need to know before taking this course?
You need some experience with either Python or MATLAB programming. You don’t need to be an expert coder, but if you are comfortable working with variables, for-loops, and basic Descriptionting, then you already know enough to take this course!
Who this course is for:
Data scientists who want to learn how to generate data
Statisticians who want to evaluate and validate methods
Someone who wants to improve their MATLAB skills
Someone who wants to improve their Python skills
Scientists who want a better understanding of data characteristics
Someone looking for tools to better understand data
Anyone who wants to learn how to visualize data
Generate and visualize data in Python and MATLAB: Video, PDF´s
Get Download Generate and visualize data in Python and MATLAB at Offimc.click Now!
Delivery Information
- Upon ordering the product, a delivery email with download instructions will be sent immediately to you so that you may download your files. If you log in (or create an account) prior to purchase you will also be able to access your downloads from your account dashboard.
- It is a digital download, so please download the order items and save them to your hard drive. In case the link is broken for any reason, please contact us and we will resend the new download link to you.
- If you don't receive the download link, please don’t worry about that. We will update and notify you as soon as possible from 8:00 AM – 8:00 PM (UTC+8).
- Please Contact Us if there are any further questions or concerns you may have. We are always happy to assist!
6 reviews for Generate and visualize data in Python and MATLAB
There are no reviews yet.