EncartaLabs

Machine Learning With MATLAB

( Duration: 5 Days )

The Machine Learning With MatLab training course will build a foundation for machine learning using MATLAB. It will also help Delegates learn regression, clustering, classification, predictive analytics, artificial neural networks, and more with MATLAB. One will understand the basic concepts of machine learning and perform data fitting, pattern recognition, and clustering analysis, among other tasks. Finally, Delegates will explore feature selection and extraction techniques for dimensionality reduction for improving the performance of your models.

By attending Machine Learning With MATLAB workshop, delegates will:

  • Learn the introductory concepts of machine learning*] Learn the introductory concepts of machine learning
  • Explore the different types of regression technique such as simple and multiple linear regression, ordinary least squares estimation, correlations, and how to apply them to your data
  • Discover the basics of classification methods and how to implement the Naive Bayes algorithm and Decision Trees in the MATLAB environment
  • Perform data fitting, pattern recognition, and clustering analysis with the help of the MATLAB neural network toolbox

This course is for data analysts, data scientists, delegates, or anyone who is looking to get started with machine learning and want to build efficient data processing and predicting applications. A mathematical and statistical background will really help in following this course well.

COURSE AGENDA

1

Importing and organizing data in MATLAB

2

Analyzing data to extract useful information

3

Identifying relationships between variables

4

Pattern Recognition and Classification

5

Identifying groups of data using clustering

5

Artificial Neural Nets

6

Improving performance of neural nets

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 3,500 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 20,000 corporate candidates across india and abroad
  • All our trainings are conducted in workshop mode with more focus on hands On

View our other course offerings by visiting www.encartalabs.com/course-catalogue

Contact us for delivering this course as a public/open-house workshop for a group of 10+ candidates at our venue

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