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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


  • L

    L&T EduTech

    Planning of Metro Rail Systems

    Skills you'll gain: Construction Engineering, Civil Engineering, Building Services Engineering, Electrical Systems, Public Works, Electric Power Systems, Transportation Operations, Building Information Modeling, Construction Management, Engineering Practices, Traffic Flow Optimization, Structural Engineering, Contract Management, Quality Assurance, Planning, Emerging Technologies, Safety Standards

    4.6 stars, 20 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Business Analytics, Business Intelligence, Decision Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, AI Enablement, Artificial Intelligence

    4.4 stars, 15 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (15) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Writing and Auditing VBA Macros in Finance

    Skills you'll gain: Excel Macros, Financial Modeling, Business Process Automation, Workflow Management, Prompt Engineering, Generative AI, Automation, Process Optimization, General Finance, Microsoft Excel, Excel Formulas, Simulation and Simulation Software, Financial Analysis, Maintainability, Visual Basic (Programming Language), Financial Reporting, Financial Planning

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Wireshark for Packet Capture: Analyze web traffic

    Skills you'll gain: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, Network Security

    4.7 stars, 6 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Data Science Decisions in Time: Using Data Effectively

    Skills you'll gain: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Data Analysis, Time Series Analysis and Forecasting, Bayesian Statistics, Decision Making, Statistical Methods, Anomaly Detection, Probability Distribution, Statistical Analysis, Sampling (Statistics), Model Optimization, Clinical Trials

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Introducing Multimodal Llama 3.2

    Skills you'll gain: Tool Calling, LLM Application, Multimodal Prompts, Prompt Patterns, Prompt Engineering, Token Optimization, Large Language Modeling

    4.5 stars, 13 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.5 (13) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Model Evaluation, AI literacy, Generative AI, Data Ethics, Google Cloud Platform, Model Optimization, Quality Assessment, Image Quality, Human Factors

    4.4 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    AI Engineering Masterclass: From Zero to AI Hero

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Multimodal and cross-modal AI integrations

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, AI Orchestration, AI Workflows, Generative AI, AI Integrations, Microsoft Azure, OpenAI API, Prompt Patterns, LLM Application, Image Analysis, Software Architecture, Application Design, Computer Vision, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    SketchUp Fundamentals for Interior Space Planning

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, Data Import/Export, 3D Modeling, Design Software, Model Optimization, Design, Digital Design, File Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Madecraft

    Digital Marketing Fundamentals

    Skills you'll gain: Lead Generation, Digital Marketing, Digital Brand Strategy, Marketing Strategies, Target Audience, Marketing Automation, Pay Per Click Advertising, Social Media Marketing, Content Marketing, Demand Generation, Brand Marketing, Persona Development, Digital Advertising, A/B Testing, Search Engine Optimization, Marketing Analytics, Content Strategy, Advertising, Journey Mapping, Automation

    Beginner · Course · 1 - 3 Months

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

  • Planning of Metro Rail Systems: L&T EduTech
  • Data Science for Agile Decision-Making: Duke University
  • GenAI for Writing and Auditing VBA Macros in Finance: Coursera
  • Wireshark for Packet Capture: Analyze web traffic: Coursera
  • Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
  • Foundations of AI Engineering: Packt
  • Introducing Multimodal Llama 3.2: DeepLearning.AI
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • AI Engineering Masterclass: From Zero to AI Hero: Packt
  • Multimodal and cross-modal AI integrations: Microsoft

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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