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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


  • E

    Edureka

    LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Fine-tuning, Model Evaluation, Context Engineering, LangChain, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Deployment, Generative AI, LangGraph, Context Management, Vector Databases

    3.7 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.7 (6) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Advanced Intelligent Optimization and its Applications

    Skills you'll gain: LLM Application, Model Optimization, AI Enablement, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Operations Research, Combinatorics, Mathematical Modeling, System Configuration, Algorithms, Performance Tuning, Performance Analysis, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Experimentation, Computer Vision, Data Visualization, Deep Learning, Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Search Engine Optimization and Content Strategy

    Skills you'll gain: Keyword Research, Data-Driven Marketing, Search Engine Optimization, Generative Engine Optimization (GEO), Web Analytics and SEO, Search Engine Marketing, Digital Marketing Campaigns, Content Optimization, Research, Content Creation, Conversion Funnel Analysis, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Performance Analytics & Optimization

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Management, Digital Analysis, Marketing Channel, Performance Measurement, Sales Pipelines, Social Media Campaigns, Performance Analysis, Marketing Budgets, Key Performance Indicators (KPIs), Performance Metric, Dashboard Creation, Dashboard, Data Storytelling, Power BI, Business Metrics, Cross-Channel Marketing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Chegg Skills

    Digital Advertising Creative and Optimization

    Skills you'll gain: A/B Testing, Digital Advertising, Content Performance Analysis, Advertising Campaigns, Online Advertising, Advertising, Content Optimization, Performance marketing, Marketing Design, Campaign Management, Content Creation, Digital Marketing, Marketing Materials, Performance Analysis, Data-Driven Marketing, Marketing Communications, Driving engagement, Content Strategy, Strategic Planning, Marketing Strategy and Techniques

    Beginner · Course · 1 - 4 Weeks

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

    Microsoft

    Advanced DAX and Performance Optimization

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Time Series Analysis and Forecasting, Model Optimization, Microsoft Copilot, Business Intelligence, Data Modeling, Business Metrics, Context Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced Marketing Optimization & Strategy

    Skills you'll gain: Google Analytics, Dashboard Creation, Data Storytelling, Content Performance Analysis, Data Validation, Stakeholder Engagement, Statistical Modeling, Search Engine Optimization, Marketing Analytics, Web Analytics, Marketing Automation, Data Visualization, Customer Insights, Data-Driven Decision-Making, Campaign Management, Key Performance Indicators (KPIs), Predictive Analytics, Performance Measurement, Return On Investment, Artificial Intelligence

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Engagement & Feedback Optimization

    Skills you'll gain: People Analytics, Employee Engagement, Employee Surveys, Power BI, Team Performance Management, Organizational Effectiveness, Employee Coaching, Driving engagement, User Feedback, Performance Metric, Constructive Feedback, Performance Measurement, Workforce Planning, Workforce Management, Workforce Development, Dashboard, Human Resource Strategy, Drive Engagement, Data Analysis, Data Analysis Software

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Data Aggregation and Performance Optimization with Polars

    Skills you'll gain: Time Series Analysis and Forecasting, Performance Tuning, Data Manipulation, Data Wrangling, Descriptive Analytics, Data Transformation, Data Analysis, Data Processing, Analytics, Data Management

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Effective Inventory Management and Optimization

    Skills you'll gain: Inventory Control, Inventory Management, Inventory and Warehousing, Inventory Management System, Customer Demand Planning, Inventory Control Systems, Demand Planning, Materials Management, Warehousing, Order Fulfillment, Forecasting, Cost Control, Cost Reduction, Cost Management, Performance Measurement, Key Performance Indicators (KPIs)

    4.6 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • P

    Packt

    Mastering DAX: Optimization & Troubleshooting

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Visualization, Interactive Data Visualization, Debugging, AI Workflows, Model Optimization, Business Logic, Performance Tuning, Text Mining, AI Integrations, Complex Problem Solving, Context Management, Data Modeling, Dependency Analysis, Data Analysis, Analytical Skills, Business Analysis, Business Metrics, Business Operations

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1234…218

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

  • LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG: Edureka
  • Advanced Intelligent Optimization and its Applications: University of Glasgow
  • Systematic ML Optimization: Coursera
  • Search Engine Optimization and Content Strategy: Coursera
  • Performance Analytics & Optimization: Microsoft
  • Digital Advertising Creative and Optimization: Chegg Skills
  • Advanced DAX and Performance Optimization: Microsoft
  • Advanced Marketing Optimization & Strategy: Coursera
  • Engagement & Feedback Optimization: Microsoft
  • Data Aggregation and Performance Optimization with Polars: Packt

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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