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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


  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    4.7 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (48) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • L

    L&T EduTech

    AI & ML Applications in Oil and Gas Industry

    Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    4.8 stars, 63 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (63) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Generative AI for Marketers

    Skills you'll gain: Content Performance Analysis, Prompt Engineering, Microsoft Copilot, Customer Insights, Customer Analysis, Competitive Analysis, Persona Development, Content Marketing, Personalized Campaigns, Content Creation, Marketing Operations, Marketing Analytics, Data-Driven Marketing, Marketing Design, Marketing Strategies, Marketing Planning, Marketing, Content Development and Management, Ideation, Data Analysis

    4.5 stars, 34 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (34) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Secrets to Content that Engages and Converts

    Skills you'll gain: Copywriting, Social Media Marketing, Content Marketing, Content Optimization, Writing and Editing, Selling Techniques, Driving engagement, Branding, Email Marketing, Marketing, Advertising Campaigns, Search Engine Optimization

    4.7 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google

    Google Digital Customer Engagement

    Skills you'll gain: Email Marketing, Social Media Marketing, Point of Sale, Customer Relationship Building, Conversion Funnel Analysis, Brand Loyalty, Driving engagement, Customer Retention, Order Delivery, Social Media Management, Social Media Analytics, Drive Engagement, Social Media Content, Target Market, Customer Relationship Management, Customer Engagement, Digital Media Strategy, E-Commerce, Marketing Planning, Digital Marketing

    4.9 stars, 69 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (69) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Machine Learning, Computer Vision, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    AI CERTs

    AI Powered UI/UX Design

    Skills you'll gain: AI Personalization, Digital Transformation, AI Product Strategy, User Interface and User Experience (UI/UX) Design, Experience Design, Persona (User Experience), User Experience Design, User Experience, User Centered Design, User Interface (UI), UI/UX Research, Artificial Intelligence, Design Research, Wireframing, Design Reviews, User Story, Prototyping, Responsible AI, Presentations, Prompt Patterns

    3.8 stars, 38 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 3.8 (38) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Interactive Data Visualization, Azure Synapse Analytics, Database Design, Enterprise Architecture, Business Reporting, Microsoft Azure, Business Intelligence, Enterprise Security, Data Lakes, Data Governance, Solution Architecture, Data Management, Performance Analysis, Analytics, Governance, Regulation and Legal Compliance, Automation

    2.8 stars, 13 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 2.8 (13) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SIEM Splunk Hands-On Guide

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Computer Security Incident Management, Cybersecurity, Interactive Data Visualization, Data Manipulation

    4.7 stars, 517 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (517) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    ITIL V4 Details of Four Dimensions of Service Management

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, IT Management, Business Relationship Management, Service Design, Organizational Structure, Strategic Partnership, Information Management, Supplier Relationship Management, Supplier Performance Management, Supplier Management, Vendor Relationship Management, Process Management, Data Management, Process Optimization, People Development, Continuous Improvement Process

    4.8 stars, 136 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Operating Systems

    Skills you'll gain: Operating Systems, Operating System Administration, Memory Management, OS Process Management, System Software, System Programming, Command-Line Interface, Linux Administration, File Systems, System Monitoring, Performance Tuning, Package and Software Management, Systems Architecture, File Management, Algorithms, Cloud Platforms, User Accounts, Security Controls, Data Sharing

    4.9 stars, 16 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (16) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Model Optimization, Scikit Learn (Machine Learning Library), Model Training, Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Unstructured Data, Feature Engineering, Jupyter, Regression Analysis, Data Preprocessing, Python Programming

    4.6 stars, 45 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (45) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular optimization courses

  • Approximation Algorithms Part II: École normale supérieure
  • AI & ML Applications in Oil and Gas Industry: L&T EduTech
  • Generative AI for Marketers: Microsoft
  • Secrets to Content that Engages and Converts: University of California, Davis
  • Google Digital Customer Engagement: Google
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • AI Powered UI/UX Design: AI CERTs
  • Microsoft Power BI Developer and Architect: Microsoft
  • SIEM Splunk Hands-On Guide: EDUCBA
  • ITIL V4 Details of Four Dimensions of Service Management: EDUCBA

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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