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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


  • C

    Coursera

    Creating Engaging Content for Instagram

    Skills you'll gain: Photo/Video Production and Technology, Photography, Content Development and Management, Social Media Campaigns, Content Performance Analysis, Social Media, Brand Marketing, Social Media Analytics, Photo Editing, Visual Storytelling, Video Production, Brand Strategy, Content Scheduling, Video Editing, Drive Engagement, Driving engagement, Branding, Videography, Content Optimization, Writing

    3.8 stars, 46 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (46) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Wharton Business and Financial Modeling Capstone

    Skills you'll gain: Portfolio Management, Financial Modeling, Data Presentation, Presentations, Microsoft PowerPoint, Business Modeling, Data Modeling, Quantitative Research, Business Analytics, Financial Data, Portfolio Risk, Spreadsheet Software, Investments, Return On Investment, Microsoft Excel, Finance, Financial Analysis, Regression Analysis, Model Optimization

    4.5 stars, 525 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (525) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Generative AI: Revolutionizing Business Analysis Techniques

    Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Process Modeling, Data Analysis, Business Workflow Analysis, AI Integrations, Process Analysis, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Optimization

    4.8 stars, 72 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    API Development with the Apigee API Platform

    Skills you'll gain: API Gateway, Application Programming Interface (API), Cloud API, API Design, Application Deployment, Restful API, Continuous Deployment, AI Integrations, Cloud Deployment, LLM Application, Web Services, AI Security, CI/CD, AI Workflows, Token Optimization, Prompt Patterns, Proxy Servers, Large Language Modeling, Application Lifecycle Management, Simple Object Access Protocol (SOAP)

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Six Sigma Advanced Analyze Phase

    Skills you'll gain: Statistical Hypothesis Testing, Six Sigma Methodology, Lean Six Sigma, Process Improvement, Quality Improvement, Process Improvement and Optimization, Process Analysis, Statistical Methods, Statistical Analysis, Statistics, Analysis, Statistical Inference, Data Analysis, Variance Analysis, Graphing

    4.8 stars, 995 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Fine-tuning, Large Language Modeling, Generative Model Architectures, Model Optimization, Prompt Engineering, Model Training, PyTorch (Machine Learning Library)

    4.5 stars, 118 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (118) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    3.9 stars, 44 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (44) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Model Optimization, Statistical Analysis, Statistical Methods

    4.9 stars, 255 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8 stars, 145 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (145) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Text Retrieval and Search Engines

    Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Applied Machine Learning, Data Engineering, Web Scraping, AI Personalization, Model Evaluation, Machine Learning Algorithms, Web Analytics and SEO, Machine Learning, Model Optimization, Network Analysis, Statistical Methods, Statistical Modeling, Probability & Statistics

    4.5 stars, 965 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (965) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Fine-tuning, Applied Mathematics

    4.7 stars, 254 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Generative AI for Data Analysis

    Skills you'll gain: Data Storytelling, Prompt Engineering, Data Presentation, Dashboard, Responsible AI, Dashboard Creation, Interactive Data Visualization, Data Ethics, Generative AI, Infographics, Applied Machine Learning, Data Visualization, Anomaly Detection, Time Series Analysis and Forecasting, Root Cause Analysis, Model Evaluation, AI literacy, Risk Modeling, Predictive Analytics, Automation

    4.3 stars, 212 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.3 (212) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular optimization courses

  • Creating Engaging Content for Instagram: Coursera
  • Wharton Business and Financial Modeling Capstone: University of Pennsylvania
  • Generative AI: Revolutionizing Business Analysis Techniques: SkillUp
  • API Development with the Apigee API Platform: Google Cloud
  • Six Sigma Advanced Analyze Phase: Kennesaw State University
  • Generative AI Engineering and Fine-Tuning Transformers: IBM
  • Data Science Beyond the Basics (ML+DS): Coursera
  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Introduction to Predictive Modeling: University of Minnesota
  • Text Retrieval and Search Engines: University of Illinois Urbana-Champaign

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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