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  • Mathematical Optimization

Mathematical Optimization Courses

Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.


Popular Mathematical Optimization Courses and Certifications


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    EDUCBA

    Image Classification with Keras: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Tensorflow, Applied Machine Learning, Data Preprocessing, Jupyter, Matplotlib, Visualization (Computer Graphics)

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced Blender Asset Creation & Exporting

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphic Techniques, Computer Graphics, Data Import/Export, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Redux Official Course Tutorial Code Along for All Levels

    Skills you'll gain: JavaScript Frameworks, Frontend Performance, Real Time Data

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Predictive Models: Build, Explore Data & Deploy

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Mastering Blender for 3D Environment Creation

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Virtual Environment, Computer Graphics, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    ATtiny Microcontroller Development for Arduino Programmers

    Skills you'll gain: Embedded Software, Embedded Systems, Development Environment, Serial Peripheral Interface, 3D Assets, USB, Program Development, Integrated Development Environments, Display Devices, Computer Programming, Debugging, Real Time Data

    Intermediate · Course · 3 - 6 Months

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    Packt

    Scaling, Access Control, and Exam preparation with Vault

    Skills you'll gain: Identity and Access Management, Scalability, Security Controls, Authorization (Computing), Authentications, Data Access, Role-Based Access Control (RBAC), Performance Tuning, Data Governance, Test Planning, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Kitbashing and Prop Creation

    Skills you'll gain: 3D Modeling, Simulations, Aesthetics

    Intermediate · Course · 3 - 6 Months

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    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Vision Transformer (ViT), Large Language Modeling, Embeddings, Network Architecture

    Intermediate · Course · 1 - 3 Months

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    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Storytelling, Network Analysis, Financial Statement Analysis, Predictive Modeling, Data Presentation, Financial Modeling, Marketing Analytics, Product Marketing, Marketing Management, Interactive Data Visualization, Transfer Learning, Advertising, Applied Machine Learning, Statistical Machine Learning, Random Forest Algorithm, Pandas (Python Package), Operations Research, Business Analytics, Process Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

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    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Integral Calculus, Graph Theory, Matplotlib, Computational Logic, Calculus, Differential Equations, Theoretical Computer Science, Data Visualization Software, Algorithms, Python Programming, Computational Thinking, Data Analysis, Mathematical Modeling, Computer Science, Logical Reasoning, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
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    DeepLearning.AI

    Mathematics for Machine Learning and Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Probability, Calculus, Dimensionality Reduction, Numerical Analysis, Machine Learning Algorithms, Data Preprocessing, Machine Learning, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
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    3.1K reviews

    Intermediate · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular mathematical optimization courses

  • Image Classification with Keras: Build & Optimize: EDUCBA
  • Advanced Blender Asset Creation & Exporting: Packt
  • The Redux Official Course Tutorial Code Along for All Levels: Packt
  • Predictive Models: Build, Explore Data & Deploy: EDUCBA
  • Mastering Blender for 3D Environment Creation: Packt
  • ATtiny Microcontroller Development for Arduino Programmers: Packt
  • Scaling, Access Control, and Exam preparation with Vault: Packt
  • Advanced Kitbashing and Prop Creation: Packt
  • Introduction to Deep Learning: University of Colorado Boulder
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes

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