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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


  • R

    Rutgers the State University of New Jersey

    Supply Chain Operations

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Manufacturing Operations, Lean Methodologies, Process Improvement, Production Management, Operations Management, Operations, Process Improvement and Optimization, Production Process, Six Sigma Methodology, Operational Efficiency, Quality Improvement, Process Optimization, Supply Chain, Kanban Principles, Inventory Control, Inventory and Warehousing, Inventory Management, Inventory Management System

    4.8 stars, 4.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (4.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Process Improvement

    Skills you'll gain: Process Mapping, Lean Six Sigma, Lean Manufacturing, Lean Methodologies, Process Improvement and Optimization, Process Optimization, Six Sigma Methodology, Quality Management, Process Improvement, Quality Improvement, Process Analysis, Business Process Improvement, Strategic Leadership, Pareto Chart, Run Chart, Operational Excellence, Change Management, Scatter Plots, Root Cause Analysis, Analysis

    4.6 stars, 72 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (72) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Red Hat

    Red Hat AI Inference Technical Overview

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Model Deployment, Token Optimization, AI Workflows, OpenShift, AI Enablement, Model Training, Model Optimization, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Cloud Deployment, Enterprise Architecture, Devops Tools, Model Evaluation, Performance Tuning, Virtualization, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    AI Foundations and Secure AI Fundamentals

    Skills you'll gain: AI Security, Retrieval-Augmented Generation, Prompt Engineering, Model Training, Generative AI, Large Language Modeling, Model Optimization, Embeddings, Natural Language Processing, Data Governance, Prompt Patterns, Machine Learning Methods, Generative Model Architectures, Model Evaluation, Model Deployment, Data Processing, Responsible AI, Deep Learning, Data Security, Machine Learning

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Six Sigma Green Belt

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis, Data Literacy

    4.7 stars, 4.8K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (4.8K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Machine Learning Methods, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Model Training, Natural Language Processing, Machine Learning, Model Optimization, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7 stars, 3.8K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (3.8K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    CompTIA SecAI+ (CY0-001) Certification Exam Prep

    Skills you'll gain: AI Security, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Model Training, Generative AI, DevSecOps, IT Security Architecture, Security Controls, Application Security, Large Language Modeling, Threat Modeling, Model Optimization, Information Systems Security, Security Engineering, Cyber Governance, Security Testing, Cybersecurity, Security Management, Vulnerability Management

    Intermediate · Specialization · 3 - 6 Months

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

    Packt

    NVIDIA GenAI & LLMs: Learn and Pass NCA-GENL Certification

    Skills you'll gain: Responsible AI, Generative AI, Model Deployment, Generative Model Architectures, Large Language Modeling, Model Training, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Evaluation, Token Optimization, Retrieval-Augmented Generation, Embeddings, Deep Learning, Artificial Neural Networks, Model Optimization, Fine-tuning, Hardware Architecture

    Advanced · Course · 3 - 6 Months

    Category: New
    New
  • G

    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms

    4.8 stars, 645 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.8 (645) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Introduction to Operations Management

    Skills you'll gain: Operations Management, Operations, Operational Efficiency, Operational Excellence, Process Improvement and Optimization, Process Analysis, Process Management, Process Optimization, Lean Manufacturing, Process Improvement, Lean Methodologies, Process Mapping, Quality Improvement, Continuous Improvement Process, Capacity Planning, Quality Management, Capacity Management, Supply Chain Management, Quality Control, Statistical Process Controls

    4.5 stars, 2.9K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (2.9K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    Public Relations And Publicity

    Skills you'll gain: Press Releases, Content Scheduling, Prompt Engineering, LinkedIn, Search Engine Optimization, Social Media Content, Podcasting, Thought Leadership, Earned Media, Web Presence, Web Analytics and SEO, Frontend Performance, Social Media Strategy, Public Relations, Marketing Strategies, Marketing Planning, Marketing Channel, Marketing, Marketing Strategy and Techniques, Business Marketing

    Beginner · Specialization · 3 - 6 Months

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

    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Fine-tuning, Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    4.6 stars, 403 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (403) · 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

  • Supply Chain Operations: Rutgers the State University of New Jersey
  • Lean Six Sigma Process Improvement: EDUCBA
  • Red Hat AI Inference Technical Overview: Red Hat
  • AI Foundations and Secure AI Fundamentals: Packt
  • Six Sigma Green Belt: Kennesaw State University
  • Introduction to Machine Learning: Duke University
  • CompTIA SecAI+ (CY0-001) Certification Exam Prep: Packt
  • NVIDIA GenAI & LLMs: Learn and Pass NCA-GENL Certification: Packt
  • The Nuts and Bolts of Machine Learning: Google
  • Introduction to Operations Management: University of Pennsylvania

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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