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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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    Edureka

    Generative AI for Workflow Automation

    Skills you'll gain: Generative AI Agents, Business Process Automation, Generative AI, AI Workflows, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, Human Resources, Performance Metric, Key Performance Indicators (KPIs), Real Time Data, Google Sheets, Application Programming Interface (API), Scalability

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Building Production-Ready Apps with Large Language Models

    Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring

    4
    Rating, 4 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Managing Time and Stress

    Skills you'll gain: Productivity, Time Management, Goal Setting, Stress Management, Resilience, Prioritization, Organizational Skills, Personal Development, Health And Safety Standards, Mental Health, Professional Development, Self-Awareness

    4.9
    Rating, 4.9 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Icahn School of Medicine at Mount Sinai

    Systems Biology and Biotechnology Capstone

    Skills you'll gain: Data Synthesis, Network Analysis, Biology, Biotechnology, Data Integration, Systems Engineering, Laboratory Testing, Bioinformatics, Systems Integration, Research, Simulation and Simulation Software, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 4 Weeks

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    Skillshare

    ChatGPT for Content Creation and Planning

    Skills you'll gain: AI Personalization, Business Process

    4
    Rating, 4 out of 5 stars
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    15 reviews

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Advanced Unix System Programming and Performance

    Skills you'll gain: Unix Shell, Unix Commands, Unix, Shell Script, Bash (Scripting Language), Command-Line Interface, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, Linux Commands, File I/O, IT Automation, Linux, User Accounts, File Systems, System Monitoring, Operating Systems, File Management, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    47 reviews

    Beginner · Specialization · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Economía del Cambio Climático

    Skills you'll gain: Climate Change Adaptation, Supply And Demand, Sustainable Development, Market Dynamics, International Relations, Climate Change Mitigation, Economics, Environmental Regulations, Environmental Policy, Mathematical Modeling, Tax Laws, Social Impact, Public Policies, Cost Benefit Analysis, Big Data

    4.2
    Rating, 4.2 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Santa Cruz

    Tutoring and Teaching Math for Understanding

    Skills you'll gain: Instructional Strategies, Student-Centred Learning

    Intermediate · Course · 1 - 3 Months

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    SkillUp

    Building and Deploying GenAI Agents for Process Automation

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, AI Orchestration, Model Deployment, Robotic Process Automation, Automation, AI Enablement, No-Code Development, Prompt Engineering, LLM Application, MLOps (Machine Learning Operations), Process Optimization, System Monitoring, Tool Calling, Performance Analysis, Performance Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for Workflow Automation: Edureka
  • Clustering Analysis: University of Colorado Boulder
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Building Production-Ready Apps with Large Language Models: Coursera
  • Deep Learning with TensorFlow: Packt
  • Managing Time and Stress: Packt
  • Systems Biology and Biotechnology Capstone: Icahn School of Medicine at Mount Sinai
  • ChatGPT for Content Creation and Planning: Skillshare
  • Advanced Unix System Programming and Performance: EDUCBA
  • Economía del Cambio Climático: Universitat Autònoma de Barcelona

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