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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


  • D

    DeepLearning.AI

    Custom Models, Layers, and Loss Functions with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Convolutional Neural Networks, Model Optimization, Model Training, Artificial Neural Networks, Model Evaluation

    ★ 4.9 (1.1K) · Intermediate · 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 (994) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Data Science Capstone

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Data Synthesis, Model Optimization, Data Presentation, Data Collection, Predictive Analytics, Data Preprocessing, R Programming, Machine Learning, Natural Language Processing

    ★ 4.5 (1.2K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    ★ 4.4 (207) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Minnesota State University, Mankato

    Sustaining and Evaluating Healthcare Projects

    Skills you'll gain: Healthcare Project Management, Project Closure, Project Implementation, Performance Metric, Issue Tracking, Program Implementation, Process Management, Process Improvement, Process Improvement and Optimization, Program Evaluation, Project Performance, Performance Measurement, Workflow Management, Continuous Improvement Process, Business Workflow Analysis, Operational Efficiency, Change Management, Performance Review, Organizational Change, Stakeholder Management

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Email Marketing Foundations

    Skills you'll gain: Email Marketing, Data-Driven Marketing, Marketing Automation, Marketing Operations, Copywriting, A/B Testing, Information Privacy, Campaign Management, Email Security, Data-Driven Decision-Making, Target Audience, Conversion Funnel Analysis, Content Optimization, HubSpot CRM, General Data Protection Regulation (GDPR), Customer Data Management, Content Performance Analysis, Email Automation, Compliance Management, Marketing Analytics

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Operations Management: Quality and Supply Chain

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Continuous Quality Improvement (CQI), Process Analysis, Wholesaling, Quality Management, Lean Manufacturing, Statistical Process Controls, Process Capability, Statistical Analysis, Sustainable Business, Network Planning And Design, Process Control, Program Management

    ★ 4.6 (1.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • T

    Tecnológico de Monterrey

    Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Process Capability, Lean Manufacturing, Process Improvement and Optimization, Process Analysis, Six Sigma Methodology, Process Mapping, Lean Methodologies, Statistical Process Controls, Process Improvement, Kaizen Methodology, Process Optimization, Quality Control, Product Flow Diagram, Quality Monitoring, Statistical Analysis, Continuous Improvement Process, Analysis, Predictive Modeling, Production Process

    ★ 4.8 (1.1K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • K

    Kennesaw State University

    Six Sigma Tools for Define and Measure

    Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Process Improvement and Optimization, Project Design, Project Schedules, Business Process, Project Management, Project Planning, Quality Management, User Feedback, Probability & Statistics, Process Flow Diagrams, Data Validation, Process Mapping, Descriptive Statistics, Stakeholder Engagement, Stakeholder Analysis

    ★ 4.6 (2.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    ESSEC Business School

    The fundamentals of hotel distribution

    Skills you'll gain: Hospitality Management, Hotels and Accommodations, Hotel Operations, Marketing Channel, Revenue Management, Direct Selling, Direct Marketing, Travel Arrangements, Booking (Sales), E-Commerce, Online Advertising, Growth Strategies, Strategic Partnership, Branding, Marketing Strategies, Web Design and Development, Content Optimization

    ★ 4.7 (1.5K) · 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 (965) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Advanced Techniques and Interpretability in LLMs

    Skills you'll gain: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

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

  • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI
  • Six Sigma Advanced Analyze Phase: Kennesaw State University
  • Data Science Capstone: Johns Hopkins University
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Sustaining and Evaluating Healthcare Projects: Minnesota State University, Mankato
  • Email Marketing Foundations: Coursera
  • Operations Management: Quality and Supply Chain: University of Illinois Urbana-Champaign
  • Lean Six Sigma: Tecnológico de Monterrey
  • Six Sigma Tools for Define and Measure: Kennesaw State University
  • The fundamentals of hotel distribution: ESSEC Business School

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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