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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


  • C

    Coursera

    GenAI for Writing and Auditing VBA Macros in Finance

    Skills you'll gain: Excel Macros, Financial Modeling, Business Process Automation, Workflow Management, Prompt Engineering, Generative AI, Automation, Process Optimization, General Finance, Microsoft Excel, Decision Intelligence, Excel Formulas, Simulation and Simulation Software, Maintainability, Visual Basic (Programming Language), Financial Reporting, Financial Planning, Investments, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • M

    Madecraft

    Digital Marketing Fundamentals

    Skills you'll gain: Lead Generation, Digital Marketing, Digital Brand Strategy, Marketing Strategies, Target Audience, Marketing Automation, Pay Per Click Advertising, Social Media Marketing, Content Marketing, Demand Generation, Brand Marketing, Persona Development, Digital Advertising, A/B Testing, Search Engine Optimization, Marketing Analytics, Content Strategy, Advertising, Journey Mapping, Automation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    AI Infrastructure: Deployment Types

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Cloud Deployment, Infrastructure As A Service (IaaS), Model Deployment, Network Performance Management, Model Optimization, Cloud Engineering, Containerization, Performance Tuning, Infrastructure Architecture, Network Planning And Design, System Configuration, Computer Hardware

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Production AI Model Development and Ethics

    Skills you'll gain: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Model Optimization, Scikit Learn (Machine Learning Library), Data Preprocessing, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Applied Machine Learning with Python

    Skills you'll gain: Model Evaluation, Supervised Learning, Machine Learning Methods, AI Personalization, Classification Algorithms, Machine Learning, Model Training, Logistic Regression, Model Optimization, Data Analysis, Driving engagement, Persona (User Experience)

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Model Optimization, Model Training, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    RF/Microwave Design - Impedance Matching

    Skills you'll gain: Technical Design, electromagnetics, Electronics, Wireless Networks, Process Optimization, Design, Analysis, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Managing Time and Stress

    Skills you'll gain: Productivity, Time Management, Goal Setting, Stress Management, Resilience, Prioritization, Personal Development, Occupational Health, Health And Safety Standards, Mental Health

    4.9 stars, 49 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (49) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Learning and Development

    Skills you'll gain: Responsible AI, Microsoft Copilot, Generative AI, Training and Development, ChatGPT, Education Software and Technology, Training Programs, AI literacy, Developing Training Materials, AI Integrations, Innovation, Case Studies, Automation, Design Strategies, Program Evaluation

    4.3 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (12) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    Alex Genadinik

    On-Page SEO

    Skills you'll gain: Blogs, Search Engine Optimization, Copywriting, Content Optimization, Web Analytics and SEO, Web Content, Keyword Research, Content Creation, Sales Strategy, Digital Marketing Tools, Content Strategy, Generative AI

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    AI Tooling

    Skills you'll gain: Amazon Bedrock, AI Security, Retrieval-Augmented Generation, Docker (Software), Prompt Engineering, GitHub Copilot, Token Optimization, Agentic Workflows, AI Orchestration, LLM Application, Debugging, Serverless Computing, Software As A Service, Model Context Protocol, Amazon Web Services, Large Language Modeling, Rust (Programming Language), Code Review, Natural Language Processing, GitHub

    Beginner · Specialization · 3 - 6 Months

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

  • GenAI for Writing and Auditing VBA Macros in Finance: Coursera
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Digital Marketing Fundamentals: Madecraft
  • AI Infrastructure: Deployment Types: Google Cloud
  • Production AI Model Development and Ethics: Coursera
  • Applied Machine Learning with Python: Edureka
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • RF/Microwave Design - Impedance Matching: Coursera
  • Managing Time and Stress: Packt
  • GenAI for Learning and Development: Coursera

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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