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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


  • G

    Google Cloud

    Production Machine Learning Systems - Español

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Model Training, Tensorflow, Machine Learning Methods, Systems Architecture, Performance Tuning, Software Architecture, Distributed Computing, Machine Learning, Data Pipelines, Data Processing

    4.3 stars, 16 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.3 (16) · Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Mastering Classic Reinforcement Learning Algorithms

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Decision Intelligence, Statistical Machine Learning, Sampling (Statistics), Operations Research, Theoretical Computer Science, Probability, Model Optimization, Statistical Methods, Algorithms, Probability Distribution, Applied Mathematics

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, DevSecOps, Code Review, AI Integrations, Amazon Web Services, AI Security, Application Performance Management, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Information Technology Operations, Continuous Monitoring, Vulnerability Scanning, Predictive Analytics

    4.9 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (13) · Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Six Sigma Yellow Belt Exam Prep Certification

    Skills you'll gain: Kanban Principles, Process Capability, Lean Six Sigma, Lean Methodologies, Six Sigma Methodology, Continuous Improvement Process, Project Closure, Root Cause Analysis, Process Improvement, Quality Improvement, Performance Metric, Project Documentation, Lean Manufacturing, Process Mapping, Data Literacy, Project Scoping, Return On Investment, Process Optimization, Problem Solving, Statistics

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Introduction to Large Language Models - Italiano

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, Model Optimization, Application Development, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版

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

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    AI Marketing: Grow Your Brand with AI Tools

    Skills you'll gain: Email Marketing, Email Automation, AI Personalization, Marketing Automation, MarTech, Personalized Campaigns, Brand Marketing, Marketing Analytics, Search Engine Optimization, Data-Driven Marketing, Marketing Strategies, Social Media Marketing, Content Marketing, Blogs, Content Optimization, Generative AI Agents, Content Creation, Social Media Content, Customer experience improvement, Web Content

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Building with OpenAI API

    Skills you'll gain: Prompt Engineering, OpenAI API, Token Optimization, LangChain, ChatGPT, Multimodal Prompts, OpenAI, Prompt Patterns, Generative AI, No-Code Development, LLM Application, AI powered creativity, Generative Model Architectures, Microsoft Power Platform, Application Programming Interface (API), Large Language Modeling, AI Workflows, Email Automation, Application Development, JSON

    3.6 stars, 7 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.6 (7) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Write Blog Posts With Outranking: Rank Articles With AI

    Skills you'll gain: Content Optimization, Search Engine Optimization, Blogs, Keyword Research, Content Creation, Content Strategy, Content Performance Analysis, AI Enablement, Editing, AI Integrations, Generative AI, Technology Strategies, Writing

    Beginner · Guided Project · Less Than 2 Hours

  • E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Model Optimization, Data Pipelines, Dashboard Creation, Dashboard, Interactive Data Visualization, Model Training, Data Processing, Data Storage Technologies, Data Architecture, Natural Language Processing, Machine Learning Methods, Data Storage, Data Wrangling, Data Integration, Data Transformation, Machine Learning, Deep Learning

    2.7 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.7 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Relational Database Administration Capstone Project

    Skills you'll gain: Database Administration, Database Architecture and Administration, Relational Databases, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Database Software, Extract, Transform, Load, Database Management Systems, Database Design, Data Maintenance, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security

    4.7 stars, 19 reviews, Advanced, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Goldman Sachs

    Fundamentos de las Operaciones con Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Business Process, Operational Efficiency, Process Analysis, Process Development, Process Management, Business Operations, Business Process Improvement, Process Optimization, Customer experience improvement, Process Improvement, Operational Analysis, Technology Strategies, Growth Strategies, Business Technologies

    4.8 stars, 57 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (57) · Mixed · Course · 1 - 4 Weeks

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

  • Production Machine Learning Systems - Español: Google Cloud
  • Mastering Classic Reinforcement Learning Algorithms: University of Colorado Boulder
  • DevOps and AI on AWS: AIOps: Amazon Web Services
  • Six Sigma Yellow Belt Exam Prep Certification: Simplilearn
  • Introduction to Large Language Models - Italiano: Google Cloud
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版: Google Cloud
  • AI Marketing: Grow Your Brand with AI Tools: LearnKartS
  • Building with OpenAI API: Packt
  • Write Blog Posts With Outranking: Rank Articles With AI: Coursera
  • PySpark for Data Science: Edureka

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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