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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Statistical Methods, Performance Metric, Statistical Inference, Probability & Statistics, Statistical Analysis, Test Script Development, Large Language Modeling, Model Evaluation, Model Optimization, Prompt Engineering, Natural Language Processing, Scripting, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Audit SEO Gaps with SEMrush Reports

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Competitive Intelligence, Keyword Research, Performance Analysis, Market Intelligence, Market Analysis, Web Analytics, Auditing, Gap Analysis, Issue Tracking

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Advanced SketchUp Modeling & Visualization Workflows

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations, 3D Assets, Software Visualization, Computer Graphic Techniques, Model Optimization, Data Import/Export

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Tower Defense Game Development – Unity 6 & Blender

    Skills you'll gain: Animations, Program Development, User Interface (UI) Design, Game Design, Computer Graphic Techniques, Model Optimization, Data Import/Export, Image Quality, Artificial Intelligence

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Meta

    Data-Driven Community Management

    Skills you'll gain: Content Performance Analysis, Social Media Analytics, Content Optimization, AI Personalization, Data Analysis, Data Literacy, Analytics, Key Performance Indicators (KPIs), Driving engagement, AI Enablement, Trend Analysis, Data-Driven Decision-Making, Data Strategy, Strategic Decision-Making, Content Strategy, Performance Metric, Benchmarking, Customer Retention, User Feedback, Data Presentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze & Optimize Your AI Visibility KPIs

    Skills you'll gain: Variance Analysis, Dashboard, Key Performance Indicators (KPIs), Dashboard Creation, Power BI, Performance Analysis, Generative Engine Optimization (GEO), Performance Measurement, Web Analytics and SEO, Performance Reporting, Google Analytics, Performance Metric, Business Metrics, Content Performance Analysis, Digital Analysis, Analysis, Business Intelligence, Trend Analysis, Data Analysis, Generative AI

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Model Optimization, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Pandas (Python Package), Machine Learning Methods, Data Science, Artificial Intelligence, Model Optimization, Data Preprocessing, Model Training, Machine Learning, Network Model, Data Manipulation, Model Evaluation

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Deep Learning, Machine Learning Software, Model Optimization, Machine Learning, Model Training, Artificial Neural Networks, Performance Tuning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Analyze BigQuery Usage with Log Analytics

    Skills you'll gain: Data Visualization, Google Cloud Platform, SQL, Analytics, Analysis, Data Warehousing

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automate, Debug, and Optimize Jira Workflows

    Skills you'll gain: Jira (Software), Workflow Management, No-Code Development, Business Process Automation, Automation, Process Optimization, Debugging, Performance Improvement, Process Improvement and Optimization, Process Improvement, Process Analysis, Consolidation, Issue Tracking, Auditing, Root Cause Analysis

    Beginner · Course · 1 - 4 Weeks

1…185186187…209

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

  • Evaluate & Optimize LLM Performance: Coursera
  • Audit SEO Gaps with SEMrush Reports: Coursera
  • Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
  • Balance and Analyze Image Segmentation: Coursera
  • Tower Defense Game Development – Unity 6 & Blender: Packt
  • Data-Driven Community Management: Meta
  • Analyze & Optimize Your AI Visibility KPIs: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Deep Learning - Crash Course 2023: Packt
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder

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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