Perform Predictive Modeling with MATLAB
This course provides an in-depth exploration of predictive modeling with MATLAB, covering topics such as data cleaning, model training, and more. Gain a comprehensive understanding of machine learning and its applications in this comprehensive course. ▼
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Course Feature
Cost:
Free Trial
Provider:
Pluralsight
Certificate:
Paid Certification
Language:
English
Start Date:
On-Demand
Course Overview
❗The content presented here is sourced directly from Pluralsight platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [February 21st, 2023]
What does this course tell?
(Please note that the following overview content is from the original platform)
In this course, you'll run through everything involved while working on a machine learning problem with MATLAB - from data cleaning to model training, which will elevate your understanding of one of the most popular career choices!
These days, data is ubiquitous and abundant. Analyzing that data and then subjecting it to machine learning models which in turn generate predictions has become essential. Entire startups have been built using this as the basis and established businesses use it to extend their capabilities. There are many tools that are used to do this and MATLAB is one of the big ones. In this course, Perform Predictive Modeling with MATLAB, you'll learn the ins and outs of data analysis and predictive modeling through MATLAB. First, you'll kick off the course with a brief introduction to the business problem that’ll be extended throughout the duration of the course. Next, you'll learn to prepare our dataset for analysis and modeling. Then, you'll identify how to choose the correct algorithm for the business problem. Finally, you’ll discover how to train and test the model on the dataset and then evaluate its performance. When you’re finished with this course, you’ll have a solid understanding of how to work through a machine learning problem with MATLAB.
We consider the value of this course from multiple aspects, and finally summarize it for you from three aspects: personal skills, career development, and further study:
(Kindly be aware that our content is optimized by AI tools while also undergoing moderation carefully from our editorial staff.)
What skills and knowledge will you acquire during this course?
This course will provide learners with the skills and knowledge to perform predictive modeling with MATLAB. Learners will learn how to prepare datasets for analysis and modeling, including data pre-processing, feature engineering, and data transformation. They will also understand how to choose the correct algorithm for the business problem, including supervised and unsupervised learning techniques. Additionally, learners will discover how to train and test the model on the dataset and then evaluate its performance. Finally, they will gain an understanding of how to work through a machine learning problem with MATLAB, including data analysis and predictive modeling.
How does this course contribute to professional growth?
This course provides learners with the opportunity to gain a comprehensive understanding of predictive modeling with MATLAB. Through the course, learners can learn a variety of skills, such as data cleaning, algorithm selection, model training and testing, and predictive modeling. These skills can help learners to develop their professional growth by providing them with the knowledge and tools to effectively analyze and model data.
Is this course suitable for preparing further education?
This course is suitable for preparing further education as it provides learners with a variety of skills related to predictive modeling with MATLAB. Learners can learn data cleaning, algorithm selection, model training and testing, and predictive modeling. These skills are essential for further education in the field of machine learning.
Course Provider
Provider Pluralsight's Stats at AZClass
Pluralsight ranked 16th on the Best Medium Workplaces List.
Pluralsight ranked 20th on the Forbes Cloud 100 list of the top 100 private cloud companies in the world.
Pluralsight Ranked on the Best Workplaces for Women List for the second consecutive year.
AZ Class hope that this free trial Pluralsight course can help your Matlab skills no matter in career or in further education. Even if you are only slightly interested, you can take Perform Predictive Modeling with MATLAB course with confidence!
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