This two-day course focuses on data analytics and machine learning techniques in MATLAB® using functionality within Statistics and Machine Learning Toolbox™ and Deep Learning Toolbox™.
DurationThis two-day course focuses on data analytics and machine learning techniques in MATLAB® using functionality within Statistics and Machine Learning Toolbox™ and Deep Learning Toolbox™.
The course demonstrates the use of unsupervised learning to discover features in large data sets and supervised learning to build predictive models. Examples and exercises highlight techniques for visualization and evaluation of results.
Topics Include:
Organizing and preprocessing data
Clustering data
Creating classification and regression models
Interpreting and evaluating models
Simplifying data sets
Using ensembles to improve model performance
25 Years of Embracing Dynamic Solutions and Expressing Life-changing Experiences.
Incorporated in 1996, TechSource Systems is committed to provide quality technology solutions that empower the engineering and R&D community, providing the ultimate computing environment for technical computation and embedded deployment including design, simulation, visualisation and implementation.
As the Authorized Reseller in Southeast Asia for MathWorks Inc, developer of the MATLAB® and Simulink® family of products, we provide organisations and businesses with a variety of the best tools, products and services to facilitate innovations.
Our clients include many research and development institutes as well as multinational companies operating in this region.
We believe in value-added service and delivering solutions that enable scientific accuracy, speed and precision.
This gives our customers the advantage in the ever-changing market, to achieve precision in their design, testing, verification, implementation and embedded deployment processes that ultimately lead to desired end-results.
TechSource Systems and Ascendas Systems Group currently has offices in Singapore, Malaysia, Philippines, Thailand and Vietnam, with its headquarters based in Singapore.
We are an ISO 9001:2008 certified company and has been awarded the Singapore’s Outstanding Enterprise 2013 Award.
Our Mission
Productivity does not happen; we equip your team with the right tools/solutions to become their best.
Our Vision
TechSource exist because “innovation exist”. Building the eco-system to develop high quality, skilled and motivated workforce to transcend complex problems, national boundaries and culture
In this four-week course, you will dive into the basics of machine learning using python; a well-known programming language. Get introduced to data exploration and discover the various machine learning approaches like supervised and unsupervised learning, regression, and classifications and more.
This course covers the fundamentals of machine learning principles and practices, with a practical focus. You will be introduced to the concept of Supervised and Unsupervised machine learning with the help of Python libraries such as scikit-learn and pandas.
This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations
The 55375AC: Fundamentals of Machine Learning certification provides validation for a comprehensive understanding of machine learning principles. It includes key areas such as algorithms, data models, statistics, data analysis, and prediction systems.
This programme empowers you with the skills and confidence to exploit opportunities and accelerate data-driven investing decisions. Through lectures, real-world case studies, discussions, and hands-on exercises you will gain insights into various real-world applications.
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