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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Resolve Recurring Issues with Continuous Improvement

    Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Performance Metric, Performance Analysis, Performance Improvement, Process Improvement and Optimization, Performance Measurement, Procedure Development, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Practical Machine Learning without Coding

    Skills you'll gain: No-Code Development, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Return On Investment, Model Evaluation, Performance Measurement, Business Metrics, Responsible AI, Cloud Deployment, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Compliance Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply R for Predictive Analytics and Machine Learning

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Measuring and Analyzing Process Performance Training

    Skills you'll gain: Process Capability, Lean Six Sigma, Six Sigma Methodology, Root Cause Analysis, Process Mapping, Data Literacy, Process Analysis, Process Improvement and Optimization, Performance Metric, Performance Measurement, Statistical Methods, Statistical Process Controls, Descriptive Statistics, Lean Methodologies, Process Improvement, Performance Improvement, Statistical Analysis, Statistical Hypothesis Testing, Failure Mode And Effects Analysis, Systems Of Measurement

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Audit SEO Gaps with SEMrush Reports

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Competitive Intelligence, Keyword Research, Performance Analysis, Market Intelligence, Market Analysis, Web Analytics, Auditing, Gap Analysis, Issue Tracking

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Salesforce Agents: Building AI-Powered Automations

    Skills you'll gain: Salesforce, Business Process Automation, Agentic Workflows, Generative AI Agents, AI Enablement, Salesforce Development, AI Workflows, Agentic systems, Automation, AI Product Strategy, Business Workflow Analysis, Process Optimization, Workflow Management, AI Integrations, Customer experience improvement, Scalability, Organizational Change, Performance Measurement, Business Metrics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning & Modern AI Architectures

    Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Model Optimization, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Fine-tuning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Image Analysis, Model Training, Machine Learning Methods, Applied Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Become A Bestseller On Amazon As An Independent Author

    Skills you'll gain: Copywriting, Market Opportunities, Product Promotion, Promotional Strategies, Advertising, Search Engine Optimization, Online Advertising, Advertising Campaigns, Marketing, Podcasting, Content Creation, Keyword Research, Digital Publishing, Brand Awareness, Target Market, Brand Strategy, Branding

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Customer Engagement and Collaboration

    Skills you'll gain: Stakeholder Communications, Customer Relationship Management (CRM) Software, Customer Analysis, Brand Awareness, HubSpot CRM, User Feedback, Customer Retention, Customer Engagement, Customer Service, Content Marketing, Marketing Analytics, Brand Marketing, Email Marketing, Social Media Marketing, Google Analytics, Digital Marketing, Performance Measurement, Search Engine Optimization, AI Enablement, Generative AI

    Intermediate · Course · 1 - 3 Months

1…194195196…212

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

  • Resolve Recurring Issues with Continuous Improvement: Coursera
  • Practical Machine Learning without Coding: LearnQuest
  • Apply R for Predictive Analytics and Machine Learning: EDUCBA
  • Measuring and Analyzing Process Performance Training: Simplilearn
  • Audit SEO Gaps with SEMrush Reports: Coursera
  • Salesforce Agents: Building AI-Powered Automations: Coursera
  • Deep Learning & Modern AI Architectures: Packt
  • Become A Bestseller On Amazon As An Independent Author: Alex Genadinik
  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons
  • Feature Engineering - 한국어: Google Cloud

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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