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  • Optimization

Optimization Courses

Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Popular Optimization Courses and Certifications


  • I

    IBM

    Supervised Machine Learning: Regression

    Skills you'll gain: Supervised Learning, Regression Analysis, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Model Training, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Modeling, Model Evaluation, Data Preprocessing, Feature Engineering, Model Optimization, Statistical Analysis, Statistical Methods, Classification Algorithms

    4.7 stars, 846 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (846) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines

    4.8 stars, 439 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (439) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Simulations, Mathematical Modeling, Electrical Engineering, Power Electronics, Electronic Components, Electric Power Systems, Matlab, Model Evaluation, Model Optimization, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Laboratory Research, Estimation

    4.7 stars, 554 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (554) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Scrimba

    Introduction to Hermes Agent

    Skills you'll gain: Cloud Deployment, Agentic Workflows, Model Deployment, Application Deployment, Generative AI Agents, Agentic systems, AI Workflows, Token Optimization, LLM Application, Cloud Hosting, Virtual Machines, System Configuration, Automation, Servers, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Context Engineering, Generative AI, Prompt Engineering

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    Unilever

    Unilever Supply Chain Data Analyst

    Skills you'll gain: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Data Presentation, Supply Chain Management, Demand Planning, Data Literacy, Presentations, Supply Chain Systems, Supply Chain Planning, Process Improvement, Data Management, Process Improvement and Optimization, Data Lakes, Supply Management, Predictive Analytics, Data Analysis, Data Visualization, Problem Solving

    4.7 stars, 697 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (697) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Luxury Hospitality & Brand Innovation

    Skills you'll gain: Customer experience improvement, Customer experience strategy (CX), Service Design, Change Management, Social Media Analytics, Organizational Change, Hospitality Management, Content Creation, Hospitality Services, Design Thinking, Social Media Marketing, Brand Marketing, Service Management, Digital Marketing, Content Marketing, Social Media Management, Search Engine Optimization, Design, Prototyping, Leadership

    4.4 stars, 207 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (207) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Chris Croft Training

    Productivity: Focus & Time Management

    Skills you'll gain: Productivity, Prioritization, Time Management, Assertiveness, Productivity Software, Planning, Goal Setting, Calendar Management, Personal Development, Performance Improvement, Continuous Improvement Process, Problem Solving, Organizational Effectiveness, Operational Efficiency, Motivational Skills, Professional Development, Self-Motivation, Decision Making, Leadership, Verbal Communication Skills

    Mixed · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Production Machine Learning Systems

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Model Deployment, Model Training, Systems Design, Tensorflow, Hybrid Cloud Computing, Google Cloud Platform, Machine Learning Methods, Performance Tuning, Applied Machine Learning, Machine Learning, Distributed Computing, Dependency Analysis, Data Pipelines

    4.6 stars, 1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (1K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    AI CERTs

    Advanced Prompt Engineering for All

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LangChain, Prompt Patterns, Make.com, AI Orchestration, LLM Application, System Design and Implementation, AI Workflows, Retrieval-Augmented Generation, LangGraph, Responsible AI, Context Management, Systems Development, No-Code Development, Large Language Modeling, Token Optimization, Agentic Workflows, Generative AI, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Getting Started in Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Statistical Reporting, Data-Driven Marketing, Analytics, Data Analysis, User Accounts

    4.4 stars, 1.5K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (1.5K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google Cloud

    Machine Learning Operations (MLOps) on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Deployment, AI Orchestration, AI Workflows, Generative AI, Google Cloud Platform, Data Modeling, Continuous Monitoring, Data Pipelines, Model Training, Feature Engineering, Model Optimization, DevOps, Agentic Workflows, Generative AI Agents, Cloud Deployment, Devops Tools, Data Store, Continuous Deployment

    4 stars, 509 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4 (509) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnQuest

    AI Content & Creative Tools

    Skills you'll gain: Prompt Engineering, Personalized Campaigns, Email Marketing, Content Performance Analysis, Responsible AI, Campaign Management, Content Marketing, Content Optimization, Prompt Patterns, AI Workflows, Content Strategy, Marketing Operations, Web Analytics, AI Personalization, Cross-Channel Marketing, Content Creation, Generative AI, Digital Marketing, Marketing Analytics, Social Media Marketing

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular optimization courses

  • Supervised Machine Learning: Regression: IBM
  • Custom and Distributed Training with TensorFlow: DeepLearning.AI
  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder
  • Introduction to Hermes Agent: Scrimba
  • Unilever Supply Chain Data Analyst: Unilever
  • Luxury Hospitality & Brand Innovation: STARWEAVER
  • Productivity: Focus & Time Management: Chris Croft Training
  • Production Machine Learning Systems: Google Cloud
  • Advanced Prompt Engineering for All: AI CERTs
  • Getting Started in Google Analytics: Coursera

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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