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    • Optimization

    Optimization Courses Online

    Master optimization techniques for improving system performance. Learn about linear programming, nonlinear optimization, and heuristic methods.

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    Get in-depth knowledge of a subject by completing a series of courses and projects.
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    Explore the Optimization Course Catalog

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

      Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      P

      Packt

      Matrix Calculus for Data Science & Machine Learning

      Skills you'll gain: Calculus, Applied Mathematics, NumPy, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Retrieval Optimization: Tokenization to Vector Quantization

      Skills you'll gain: Text Mining, Large Language Modeling, Performance Tuning, Generative AI

      Beginner · Project · Less Than 2 Hours

    • G

      Google Cloud

      Performance and Cost Optimization with BigQuery

      Skills you'll gain: Performance Tuning, Database Management, Star Schema, Dashboard, Data Management, Cloud Storage, Data Storage

      Beginner · Project · Less Than 2 Hours

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Plant Design & Economics

      Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Engineering Management, Operational Efficiency, Process Analysis, Process Optimization, Budgeting, Engineering Design Process, Safety Standards, Performance Improvement, Simulation and Simulation Software, Cost Estimation, Operational Excellence, Financial Planning

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Optimization with Next.js: Build a Product Portfolio Website

      Skills you'll gain: Web Development Tools, React.js, JavaScript Frameworks, Front-End Web Development, HTML and CSS, Performance Tuning, Web Development, Cascading Style Sheets (CSS), Microsoft Visual Studio

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free
      Free
      D

      DeepLearning.AI

      Prompt Compression and Query Optimization

      Skills you'll gain: Prompt Engineering, MongoDB, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Large Language Modeling, Data Pipelines

      Intermediate · Project · Less Than 2 Hours

    • G

      Google Cloud

      GKE Workload Optimization

      Skills you'll gain: Kubernetes, Load Balancing, Google Cloud Platform, Containerization, DevOps, Performance Testing, Application Performance Management, Cloud Infrastructure, Configuration Management

      Intermediate · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Introduction to Google SEO

      Skills you'll gain: Persona Development, Search Engine Optimization, Web Analytics and SEO, Target Audience, Keyword Research, Google Analytics, Digital Marketing, User Research, Content Strategy, Web Content, Content Performance Analysis, Data Analysis, Algorithms, Business Reporting

      4.6
      Rating, 4.6 out of 5 stars
      ·
      10K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Unsafe Code in .NET: Memory Management and Optimization

      Skills you'll gain: Real Time Data, Application Development, .NET Framework, Performance Tuning, Secure Coding, C# (Programming Language), System Programming, Application Performance Management, Microsoft Visual Studio, Object Oriented Programming (OOP)

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      T

      The Chinese University of Hong Kong

      离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

      Skills you'll gain: Mathematical Modeling, Advanced Mathematics, Operations Research, Debugging, Computational Logic, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Chinese University of Hong Kong

      离散优化算法篇 Solving Algorithms for Discrete Optimization

      Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra

      Intermediate · Course · 1 - 4 Weeks

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…789…71

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

    • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
    • Matrix Calculus for Data Science & Machine Learning: Packt
    • Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI
    • Performance and Cost Optimization with BigQuery: Google Cloud
    • Plant Design & Economics: Coursera Instructor Network
    • Optimization with Next.js: Build a Product Portfolio Website: Coursera Project Network
    • Prompt Compression and Query Optimization: DeepLearning.AI
    • GKE Workload Optimization: Google Cloud
    • Introduction to Google SEO: University of California, Davis
    • Unsafe Code in .NET: Memory Management and Optimization: Coursera Project Network

    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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