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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


  • I

    IBM

    GenAI for SEO: A Hands-On Playbook

    Skills you'll gain: Prompt Engineering, Keyword Research, Prompt Engineering Tools, Content Optimization, Google Gemini, Generative AI, Search Engine Optimization, Content Development and Management, AI Integrations, Content Strategy, AI Workflows, Digital Marketing

    4.9 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Creating Multi Task Models With Keras

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Applied Machine Learning, Convolutional Neural Networks, Deep Learning, Model Optimization, Machine Learning, Computer Vision

    4.7 stars, 78 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (78) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    4.7 stars, 48 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (48) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • C

    Coursera

    ChatGPT API for Developers: Integrate AI Effortlessly

    Skills you'll gain: Prompt Engineering, OpenAI API, ChatGPT, Token Optimization, Application Programming Interface (API), API Testing, AI Integrations, Authentications, Context Engineering, Large Language Modeling, Key Management, Model Optimization, Performance Tuning

    4.2 stars, 10 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (10) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Mastering Angular Development

    Skills you'll gain: Angular, Application Deployment, JavaScript Frameworks, Software Testing, Test Tools, Web Development Tools, Unit Testing, Application Performance Management, CI/CD, Continuous Integration, Web Applications, TypeScript, Ajax, Application Lifecycle Management, Secure Coding, Web Development, Code Coverage, Software Architecture, Command-Line Interface, Version Control

    4.1 stars, 18 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (18) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Meta

    Advanced Data Modeling

    Skills you'll gain: Extract, Transform, Load, MySQL Workbench, Data Warehousing, Database Design, MySQL, Interactive Data Visualization, Data Modeling, Dashboard, Database Administration, Data Visualization Software, Database Development, Star Schema, Dashboard Creation, Database Management, Analytics, Database Architecture and Administration, Data Architecture, Databases, Snowflake Schema, Data Analysis

    4.4 stars, 108 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    4.7 stars, 7 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.7 (7) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Energy and Utilities, Mathematical Modeling, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Optimizing Your Google Cloud Costs

    Skills you'll gain: Cloud Deployment, Cost Control, Cloud Management, Google Cloud Platform, Operating Cost, Cost Management, Cloud Infrastructure, Serverless Computing, Budget Management, Cost Reduction, Expense Management, System Monitoring, Capacity Management, Virtual Machines, Query Languages, Resource Utilization, Performance Tuning, Financial Management, Resource Management

    4.5 stars, 32 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (32) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Intelligence, AI literacy, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Preprocessing, Model Optimization

    3.4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Magnetics for Power Electronic Converters

    Skills you'll gain: Power Electronics, Electrical Engineering, electromagnetics, Electronic Components, Electrical Systems, Electronics Engineering, Electronics, Mathematical Modeling, Technical Design, Design Specifications, Engineering Analysis, Engineering Design Process, Engineering Calculations

    4.8 stars, 168 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (168) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning

    4.5 stars, 19 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (19) · Intermediate · Specialization · 3 - 6 Months

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

  • GenAI for SEO: A Hands-On Playbook: IBM
  • Creating Multi Task Models With Keras: Coursera
  • Approximation Algorithms Part II: École normale supérieure
  • ChatGPT API for Developers: Integrate AI Effortlessly: Coursera
  • Mastering Angular Development: Edureka
  • Advanced Data Modeling: Meta
  • AI Engineer Professional: Packt
  • Energy Modeling: Predicting & Optimizing Consumption: Coursera
  • Optimizing Your Google Cloud Costs: Google Cloud
  • Machine Learning and NLP Basics: 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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