[Live Webinar] MATLAB Webinar 2022 for Chulalongkorn University

Topics 1 : MATLAB® Fundamentals in Data Science

22 August 2022 | 09:00 - 12:00 (BKK Time) | Via Zoom

A variety of new tools for data science have been recently added to MATLAB. These include functions for exploratory data analysis and apps for quickly exploring machine learning models and deployment to multiple platforms and languages.

Highlights:

Accessing and exploring large data sets
Preprocessing and analyzing various types of data including textual and time-stamped data using MATLAB data types: table, timetable, string, categorical, datetime, duration, tall arrays
Working with messy data including outliers, missing, and noisy data, joining tables, synchronizing data by time, and calculating statistics by group
Visualizing various data types: time series plots, heatmaps, wordclouds, geographic plots, boxplots
Training and validating machine learning models using the Classification Learner and Regression Learner apps
Integrating model predictions into a web application running on the cloud

Topics 2 : Introduction MATLAB® & Simulink® with Machine Learning

29 August 2022 | 09:00 - 12:00 (BKK Time) | Via Zoom

Learn how to get started using machine learning tools to detect patterns and build predictive models from your datasets. In this webinar, you will learn about several machine learning techniques available in MATLAB and how to quickly explore your data, evaluate machine learning algorithms, compare the results, and apply the best machine learning for your problem.

Highlights:

K-means and other clustering tools
Neural Networks
Decision trees and ensemble learning
Naïve Bayes Classification
Linear, logistic and nonlinear regression

She specializes in the areas of Image processing and Convolution neural network are a subset of machine learning, and they are at the heart of deep learning algorithms. Kantika holds her a bachelor’s degree from King Mongkut’s Institute of Technology Ladkrabang. Her senior project "Sign Language Detection" used webcam camera to study image processing and learning algorithms with MATLAB. She is currently studying Master degree in Engineering Technology at Thai-Nichi Institute of Technology with research image processing analysis application.

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