The Essential MATLAB & Simulink Certification Training Bundle
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25 Hours
Deal Price$34.99
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The Essential MATLAB & Simulink Certification Training Bundle5 Reviews
$34.99$65.0046% OFF
50 Lessons (6.5h)
- Course and Instructor IntroductionApplications of Machine Learning1:35Why use MATLAB for Machine Learning3:13Meet Your Instructor1:24Course Outlines1:43
- MATLAB Crash CourseMATLAB Pricing and Online ResourcesMATLAB GUI4:57Some common Operations11:56
- Grabbing and Importing a DatasetData Types that We May Encounter6:02Grabbing a dataset2:20Importing Data into MATLAB9:35Understanding the Table Data Type11:36
- K-Nearest NeighborNearest Neighbor Intuition9:19Nearest Neighbor in MATLAB9:39Learning KNN model with features subset and with non-numeric data10:48Dealing with scalling issue and copying a learned model3:32Types of Properties11:22Building a model with subset of classes, missing values and instances weights6:58Properties of KNN5:08
- Naive BayesIntuition of Naive Bayesain Classification15:43Naive Bayes in MATLAB10:34Building a model with categorical data6:24A Final note on Naive Bayesain Model3:00
- Decision TreesIntuition of Decision Trees9:01Decision Trees in MATLAB5:35Properties of the Decision Trees14:24Node Related Properties of Decision Trees9:20Properties at the Classifer Built Time7:25
- Discriminant AnalysisIntuition of Discriminant Analysis6:44Discriminant Analysis in MATLAB4:41Properties of the Discriminant Analysis Learned Model in MATLAB7:03
- Support Vector MachinesIntuition of SVM Classification7:41SVM in MATLAB12:34Properties of SVM learned model in MATLAB12:46
- Error Correcting Output CodesIntuition of ECOC5:29ECOC in Matlab9:15ECOC name, value arguemnts12:59Properties of ECOC model4:51
- Classification with EnsemblesEnsembles in MATLAB12:33Properties of Ensembles5:28
- Validation MethodsCross validition options (Part 1)10:07Cross validition options (Part 2)10:08
- Performance EvaluationMaking Predictions with the Models8:06Determining the classification loss7:59Classification Margins and Edge15:23Classification Loss, Margins, Predictions and Edge for cross validated models10:49Comparing two classifiers with holdout13:16Computing Confusion Matrix7:38Generating ROC Curve9:45Generating ROC Curve based on the testing data8:45More Customization and information while generating ROC6:25Computing Accuracy, Error Rate, Specificity and Sensitivity5:10
The Essential MATLAB & Simulink Certification Training Bundle5 Reviews
$34.99$65.0046% OFF
DescriptionInstructorImportant DetailsReviewsRelated Products
Demystify Machine Learning & Create Stunning Data Models with 180+ MATLAB & Simulink Lessons
NA
Nouman AzamInstructor
Nouman Azam received his Ph.D. Degree in Computer Sceince from the University of Regina in 2014. Prior to that, he completed his M.Sc. in Computer Software Engineering from the National University of Sciences and Technology, Pakistan and earned his Bachelors in Computer Sciences from the National University of Computer and Emerging Sciences, Pakistan in 2007 and 2005 respectivelyHe is the creator of six online MATLAB courses. He has extensive knowledge of tools, such as MATLAB, QTSpim, C++, Java, LaTeX and other academic resources used for teaching and instructing purposes. Overall, he has over 10 years of teaching and relevant experience at undergraduate and graduate level.
Terms
- Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.
5 Reviews
4.6/ 5
All reviews are from verified purchasers collected after purchase.
ak
ali khalife
Verified Buyer
It contains great courses which helped me improve significantly in MATLAB. I recommend it to those who want to elevate their skills.
Jul 29, 2020
Enrico Cimador
Verified Buyer
Dec 20, 2018
GB
Gustavo Barboaa
Verified Buyer
Nov 18, 2018
Andrea Zuccotto
Verified Buyer
I really think I never spent better my money: > Incredible course offer > Top Level didactics > Worth every penny
Nov 10, 2018
VS
Vishweshwer Shastri
Verified Buyer
The hyperlink to the course certificates are not accessible. The course certificates are neither downloadable nor shareable. While the course content is satisfactory and recommendable for those who want to delve in MATLAB for research works.
Oct 18, 2018
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