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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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    Explore the Optimization Course Catalog

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

      Skills you'll gain: Algorithms, Graph Theory, Theoretical Computer Science, Computational Thinking, Data Structures, Design Strategies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      826 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Distributed Query Optimization and Security

      Skills you'll gain: Apache Hadoop, Query Languages, Database Management, Big Data, Database Architecture and Administration, File Systems, Database Management Systems, Authorization (Computing), Distributed Computing, Data Access, Data Processing, Security Controls, Performance Tuning, Algorithms

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Supply Chain Network Optimization Using MILP on RStudio

      Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      11 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Customer Analytics

      Skills you'll gain: Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Data-Driven Decision-Making, Analytics, Predictive Analytics, Descriptive Analytics, Consumer Behaviour, Data Analysis, Advanced Analytics, Business Analysis, Revenue Management, Descriptive Statistics, Data Collection, Predictive Modeling, Regression Analysis, Process Improvement and Optimization, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Divide and Conquer, Sorting and Searching, and Randomized Algorithms

      Skills you'll gain: Algorithms, Graph Theory, Theoretical Computer Science, Data Structures, Computational Thinking, Probability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.3K reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      GKE Workload Optimization

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

      Intermediate · Project · Less Than 2 Hours

    • Status: Free
      Free
      D

      DeepLearning.AI

      Prompt Compression and Query Optimization

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

      Intermediate · Project · Less Than 2 Hours

    • G

      Google Cloud

      Performance and Cost Optimization with BigQuery

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

      Beginner · Project · Less Than 2 Hours

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

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

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Operations Analytics

      Skills you'll gain: Business Analytics, Analytics, Operational Analysis, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Risk Analysis, Advanced Analytics, Demand Planning, Forecasting, Operations Management, Spreadsheet Software, Business Risk Management, Decision Making, Process Optimization, Simulation and Simulation Software, Decision Tree Learning, Inventory Control, Microsoft Excel, Probability Distribution

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Optimization with Next.js: Build a Product Portfolio Website

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

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      W

      Whizlabs

      AWS: Security and Cost Optimization strategies

      Skills you'll gain: AWS Identity and Access Management (IAM), Disaster Recovery, Identity and Access Management, Amazon S3, Amazon Web Services, Cloud Security, Amazon Elastic Compute Cloud, Cloud Management, Data Security, Infrastructure Security

      Beginner · 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…8910…65

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

    • Shortest Paths Revisited, NP-Complete Problems and What To Do About Them: Stanford University
    • Distributed Query Optimization and Security: Johns Hopkins University
    • Supply Chain Network Optimization Using MILP on RStudio: Coursera Project Network
    • Customer Analytics: University of Pennsylvania
    • Divide and Conquer, Sorting and Searching, and Randomized Algorithms: Stanford University
    • GKE Workload Optimization: Google Cloud
    • Prompt Compression and Query Optimization: DeepLearning.AI
    • Performance and Cost Optimization with BigQuery: Google Cloud
    • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
    • Operations Analytics: 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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