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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


  • A

    Arizona State University

    Anthropometry, Biomechanics, and Motor Skills in User Design

    Skills you'll gain: Kinesiology, Human Factors, Exercise Science, Human Factors Engineering, Control Systems, Sports Medicine, Human Musculoskeletal System, Sensory Systems Analysis, Industrial Design, Engineering, Scientific, and Technical Instruments, Mechanics, Occupational Health, Human Centered Design, Product Design, Injury Prevention, Rehabilitation

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

    Status: Free Trial
    Free Trial
  • P

    Packt

    Advanced Data Management in Azure Databricks

    Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Metadata Management, Data Import/Export, User Provisioning, Performance Tuning

    ★ 4.6 (8) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Supervised Learning

    ★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    ★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    ★ 4.5 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Search Engine Marketing

    Skills you'll gain: Search Engine Marketing, Google Ads, Pay Per Click Advertising, Online Advertising, Search Engine Optimization, Digital Marketing Campaigns, Marketing, Digital Marketing, Digital Advertising, Paid media, Campaign Management, Marketing Automation, Advertising Campaigns, Google Analytics, Advertising, Media Buying, Target Audience, Bidding

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    The Improve Phase for the 6 σ Black Belt

    Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Quality Improvement, Process Improvement, Process Improvement and Optimization, Performance Metric, Lean Manufacturing, Kaizen Methodology, Continuous Improvement Process, Operational Efficiency, Kanban Principles, Statistical Methods, Analysis, Statistical Analysis

    ★ 4.6 (43) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, Fine-tuning, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Model Optimization, Embeddings, OpenAI, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Amazon Web Services

    AWS Artificial Intelligence Practitioner

    Skills you'll gain: Responsible AI, Generative AI, Amazon Bedrock, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, Prompt Engineering Tools, AI Security, Artificial Intelligence, Model Optimization, Applied Machine Learning, Prompt Engineering, Data Ethics, Machine Learning Methods, AI Integrations, Model Training, LLM Application, Cloud Solutions

    ★ 4.5 (55) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • P

    Packt

    Leadership & Management Training for Tech Managers

    Skills you'll gain: Delegation Skills, Meeting Facilitation, Process Improvement and Optimization, Process Optimization, Process Improvement, Process Analysis, Organizational Change, Smart Goals, Performance Review, Virtual Teams, Conflict Management, Process Management, Team Management, Team Motivation, Team Performance Management, Leadership and Management, Team Building, Rapport Building, Time Management, Relationship Building

    Intermediate · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

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

    Category: Free
    Free
  • U

    Universidad Nacional Autónoma de México

    Cómputo evolutivo

    Skills you'll gain: Algorithms, Model Optimization, Machine Learning Algorithms, Theoretical Computer Science, Program Development, Solution Design

    ★ 4.2 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…141142143…209

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

  • Anthropometry, Biomechanics, and Motor Skills in User Design: Arizona State University
  • Advanced Data Management in Azure Databricks: Packt
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Predictive Analytics for Business with H2O in R: Coursera
  • Introduction to Deep Learning: University of Colorado Boulder
  • Search Engine Marketing: Simplilearn
  • The Improve Phase for the 6 σ Black Belt: Kennesaw State University
  • Quick Start Guide to Large Language Models (LLMs): Pearson
  • AWS Artificial Intelligence Practitioner: Amazon Web Services
  • Leadership & Management Training for Tech Managers: 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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