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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


  • G

    Google DeepMind

    Getting Started with Google Gemini API

    Skills you'll gain: Google Gemini, Gemini, Cloud API, Application Programming Interface (API), Real Time Data, Prompt Engineering, Large Language Modeling, Token Optimization, Tool Calling, LLM Application, AI Workflows, JSON, Generative AI, Data Integration, Development Environment, Python Programming, Key Management, Debugging

    ★ 4.1 (7) · Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Automation for Everyone: Tech Benefits Unleashed

    Skills you'll gain: Automation, No-Code Development, IT Automation, Business Process Automation, Workflow Management, Productivity Software, Digital Transformation, Process Optimization, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.3 (32) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    SkillUp

    Six Sigma for Process Improvement

    Skills you'll gain: Statistical Process Controls, Lean Methodologies, Six Sigma Methodology, Lean Six Sigma, Risk Analysis, Quality Improvement, Process Improvement, Process Improvement and Optimization, Operational Efficiency, Continuous Improvement Process, Process Analysis, Process Capability, Project Risk Management, Project Management, Business Priorities, Stakeholder Management, Root Cause Analysis

    ★ 4.6 (22) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud en Français

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Google Cloud Platform, Exploratory Data Analysis, Business Metrics, Keras (Neural Network Library), Model Training, Data Preprocessing, Model Evaluation, Data Quality, Logistic Regression, Machine Learning, Data Pipelines, Machine Learning Methods, Data Processing, Model Deployment, Scikit Learn (Machine Learning Library), Performance Tuning, Dataflow

    ★ 4.2 (31) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • 2

    28DIGITAL

    Automated Reasoning: satisfiability

    Skills you'll gain: Computational Logic, Deductive Reasoning, Combinatorics, Logical Reasoning, Mathematical Modeling, Operations Research, Theoretical Computer Science, Mathematical Software, Applied Mathematics, Algorithms, Linear Algebra, Model Optimization, Verification And Validation, Arithmetic

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

  • P

    Pragmatic AI Labs

    Next-Gen AI Development with Hugging Face

    Skills you'll gain: Prompt Engineering, Hugging Face, Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Agentic Workflows, Data Preprocessing, Generative AI Agents, Model Training, Large Language Modeling, Image Analysis, Rust (Programming Language), Model Optimization, AI Orchestration

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • É

    École Polytechnique Fédérale de Lausanne

    Mobilité et urbanisme

    Skills you'll gain: Traffic Flow Optimization, Land Development, Land Management, Spatial Analysis, Civil Engineering, Sociology, Socioeconomics, Social Sciences, Policy Analysis, Behavioral Economics, Public Policies

    ★ 4.6 (121) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Meta

    Meta Community Management

    Skills you'll gain: Content Management, Community Development, Incident Management, Customer Engagement, Community Outreach, Social Media, Business Priorities, Data Literacy, Analytics, Shared Media, Diversity Equity and Inclusion Initiatives, De-escalation Techniques, Behavior Management, Personalized Campaigns, Customer Retention, Direct Marketing, Key Performance Indicators (KPIs), Ethical Standards And Conduct, AI Enablement, Trend Analysis

    ★ 5 (6) · Beginner · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    STARWEAVER

    Automation for Business

    Skills you'll gain: Business Process Automation, Automation, Workflow Management, Business Process, Digital Transformation, Process Optimization, Business Operations, IT Automation, Business Software, Process Mapping, Business Technologies, Process Improvement and Optimization, Operational Efficiency, Compliance Management, Program Implementation

    ★ 4.3 (27) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    What is Procure to Pay

    Skills you'll gain: Purchasing, Accounts Payable, Operational Efficiency, Business Process, Process Improvement and Optimization, Procurement, Strategic Sourcing, Operational Excellence, Supplier Management, Supplier Relationship Management, Payment Processing and Collection, Payment Processing, Cost Reduction, Billing & Invoicing, Compliance Management, Automation

    ★ 4.6 (36) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Dimensionality Reduction, Python Programming

    ★ 4.8 (11) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for Compensation, Benefits and Payroll

    Skills you'll gain: Payroll, HR Tech, Compensation Strategy, Human Resources Software, Compensation and Benefits, Benefits Administration, Payroll Systems, Compensation Analysis, Compensation Management, Payroll Processing, Payroll Administration, Human Resources, Operational Efficiency, Responsible AI, AI Enablement, Data Ethics, AI Personalization, Benefits Enrollment Processes, Employee Engagement, Social Media Analytics

    ★ 4.7 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular optimization courses

  • Getting Started with Google Gemini API: Google DeepMind
  • Automation for Everyone: Tech Benefits Unleashed: Coursera
  • Six Sigma for Process Improvement: SkillUp
  • Machine Learning with TensorFlow on Google Cloud en Français: Google Cloud
  • Automated Reasoning: satisfiability: 28DIGITAL
  • Next-Gen AI Development with Hugging Face: Pragmatic AI Labs
  • Mobilité et urbanisme: École Polytechnique Fédérale de Lausanne
  • Meta Community Management: Meta
  • Automation for Business: STARWEAVER
  • What is Procure to Pay: 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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