Advanced Certificate in Math & Data Science with MATLAB
-- ViewingNowThe Advanced Certificate in Math & Data Science with MATLAB is a comprehensive course designed for professionals seeking to enhance their skills in mathematical modeling, data analysis, and visualization using MATLAB. In today's data-driven world, there is a high demand for professionals who can analyze and interpret complex data sets to make informed decisions.
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2 mois pour terminer
ร 2-3 heures par semaine
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Dรฉtails du cours
โข Advanced Mathematical Modeling: This unit covers the development and analysis of complex mathematical models, focusing on the use of MATLAB as a primary tool.
โข Data Analysis with MATLAB: Students will learn how to use MATLAB for data analysis, including data cleaning, visualization, and statistical analysis.
โข Machine Learning Algorithms in MATLAB: This unit covers various machine learning algorithms, including regression, classification, and clustering, implemented in MATLAB.
โข Numerical Methods with MATLAB: Students will learn about numerical methods for solving complex mathematical problems, such as linear algebra, optimization, and differential equations, in MATLAB.
โข Image and Signal Processing in MATLAB: This unit covers the fundamentals of image and signal processing, including filtering, transforms, and feature extraction, in MATLAB.
โข Deep Learning with MATLAB: Students will learn about deep learning models, such as convolutional neural networks and recurrent neural networks, implemented in MATLAB.
โข Big Data Analytics with MATLAB: This unit covers the use of MATLAB for big data analytics, including distributed computing and parallel processing.
โข Advanced Optimization Techniques in MATLAB: Students will learn about advanced optimization techniques, such as genetic algorithms, simulated annealing, and particle swarm optimization, implemented in MATLAB.
โข Mathematical Modeling for Machine Learning: This unit covers the use of mathematical modeling for machine learning, including the use of MATLAB to create accurate and efficient models.
Parcours professionnel
Exigences d'admission
- Comprรฉhension de base de la matiรจre
- Maรฎtrise de la langue anglaise
- Accรจs ร l'ordinateur et ร Internet
- Compรฉtences informatiques de base
- Dรฉvouement pour terminer le cours
Aucune qualification formelle prรฉalable requise. Cours conรงu pour l'accessibilitรฉ.
Statut du cours
Ce cours fournit des connaissances et des compรฉtences pratiques pour le dรฉveloppement professionnel. Il est :
- Non accrรฉditรฉ par un organisme reconnu
- Non rรฉglementรฉ par une institution autorisรฉe
- Complรฉmentaire aux qualifications formelles
Vous recevrez un certificat de rรฉussite en terminant avec succรจs le cours.
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Frais de cours
- 3-4 heures par semaine
- Livraison anticipรฉe du certificat
- Inscription ouverte - commencez quand vous voulez
- 2-3 heures par semaine
- Livraison rรฉguliรจre du certificat
- Inscription ouverte - commencez quand vous voulez
- Accรจs complet au cours
- Certificat numรฉrique
- Supports de cours
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