Machine Learning Onramp

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Machine Learning Onramp provided by MATLAB Academy is a comprehensive online course, which lasts for 2 hours worth of material. Machine Learning Onramp is taught by Matt Tearle. Upon completion of the course, you can receive an e-certificate from MATLAB Academy. The course is taught in Englishand is Free Certificate. Visit the course page at MATLAB Academy for detailed price information.

MathWorks via MATLAB Academy

2 hours worth of material

Self Paced

- Overview of Machine Learning: Familiarize yourself with machine learning concepts and the course.
- Classification Workflow: Build a simple model to perform a classification task.
- Importing and Preprocessing Data: Import data from multiple files.
- Engineering Features: Calculate features from raw signals.
- Classification Models: Train and use Machine Learning models to make predictions.
- Conclusion: Learn next steps and give feedback on the course.

Syllabus

- What is Machine Learning
- Overview
- Import Data
- Process Data
- Extract Features
- Build a Model
- Evaluate the Model
- Review
- Organization of Data Files
- Creating Datastores
- Adding a Data Transformation
- Types of Signals
- Calculating Summary Statistics
- Finding Peaks
- Computing Derivatives
- Calculating Correlations
- Automating Feature Extraction
- Training and Testing Data
- Machine Learning Models
- Training a Model
- Making Predictions
- Investigating Misclassifications
- Improving the Model
- Additional Resources
- Survey

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Language

English
Certificate
Certificate Available
Date of Start
30th December, 2022
Price
Free Certificate
Provider
MATLAB Academy
Taught By

Matt Tearle
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