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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


  • L

    L&T EduTech

    Regenerative Feed Heating and Condenser System

    Skills you'll gain: Thermal Management, Mechanical Engineering, Mechanical Design, Control Systems, Plant Operations and Management, Engineering Calculations, Engineering, Energy and Utilities, Engineering Analysis, Equipment Design, Chemical Engineering, Process Control, Electric Power Systems, Design Specifications, Process Analysis, Mechanical Ventilation, Continuous Monitoring, Design

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Master NVIDIA AI Infrastructure & Pass NCA-AIIO

    Skills you'll gain: Generative AI, MLOps (Machine Learning Operations), Data Centers, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, AI Workflows, Data Infrastructure, Network Infrastructure, Model Deployment, Infrastructure Architecture, Generative Model Architectures, Cloud Deployment, Artificial Intelligence, AI Orchestration, Kubernetes, Network Architecture, Model Training, AI literacy, Hardware Architecture, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • W

    Whizlabs

    Google Cloud Storage, Databases & Analytics

    Skills you'll gain: Google Cloud Platform, Data Lakes, Cloud Storage, Redis, Data Warehousing, Looker (Software), Big Data, Data Infrastructure, Database Administration, Data Architecture, Performance Tuning, Data Storage, Databases, Data Management, Cloud Infrastructure, Cloud Management, Data Storage Technologies, Database Management Systems, Database Management, Database Architecture and Administration

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Professional Sales Mastery

    Skills you'll gain: Sales Territory Management, Cold Calling, Regional Sales, Consultative Selling, Lead Generation, Selling Techniques, Sales Training, B2B Sales, Sales Management, Agentic Workflows, Closing (Sales), Sales, Sales Operations, AI Personalization, Generative AI Agents, Sales Pipelines, Business Strategy, Customer Engagement, Customer Analysis, Campaign Management

    4.6 stars, 414 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (414) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    TikTok Content Creator Pro

    Skills you'll gain: Video Editing, TikTok, Content Performance Analysis, Canva (Software), Photo/Video Production and Technology, Visual Storytelling, Content Scheduling, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Content Optimization, ChatGPT, Storytelling, Social Media Content, Content Creation, Videography, Social Media Strategy, Analytics, Video Production, Marketing

    4.4 stars, 207 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (207) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    4.4 stars, 138 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms

    4.7 stars, 2.4K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Scalable Application Development with NestJS

    Skills you'll gain: Node.JS, Microservices, Performance Tuning, CI/CD, DevOps, Scalability, Restful API, Software Architecture, Systems Architecture, Server Side, Secure Coding, Application Deployment, Back-End Web Development, Development Testing, Security Testing, Continuous Integration, Application Performance Management, Javascript, Program Development, Program Implementation

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Database Design and Modeling with PostgreSQL and MySQL

    Skills you'll gain: Database Systems, Database Design, Database Theory, Database Development, Relational Databases, Database Management Systems, Database Management, MySQL, Databases, Database Architecture and Administration, Database Software, SQL, PostgreSQL, NoSQL, Scalability, Data Integrity, Stored Procedure, Query Languages, Distributed Computing, Transaction Processing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Growth Product Manager's Handbook

    Skills you'll gain: Growth Strategies, Product Management, Agile Product Development, Product Marketing, Customer Success Management, User Research, Product Roadmaps, Product Strategy, Performance Metric, Go To Market Strategy, Performance Measurement, Product Development, Product Improvement, Customer Insights, Value Propositions, Design and Product, Content Performance Analysis, Design Thinking, User Experience, B2B Sales

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • W

    Whizlabs

    Getting Started with GCP Data Solutions

    Skills you'll gain: Google Cloud Platform, Cloud Storage, Data Lakes, Looker (Software), Data Architecture, Dataflow, Data Infrastructure, Data Pipelines, Cloud Infrastructure, Cloud Computing Architecture, Cloud Management, Cloud Computing, Apache Airflow, Cloud Services, Public Cloud, Cloud Platforms, NoSQL, Cloud Solutions, Data Storage, Data Warehousing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Unsupervised Learning, Statistical Methods, Descriptive Statistics, Jupyter, Statistics, Geometry, Linear Algebra, Data Transformation, Python Programming, Advanced Mathematics, Applied Mathematics, Calculus

    4 stars, 3.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (3.2K) · Intermediate · Course · 1 - 4 Weeks

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

  • Regenerative Feed Heating and Condenser System: L&T EduTech
  • Master NVIDIA AI Infrastructure & Pass NCA-AIIO: Packt
  • Google Cloud Storage, Databases & Analytics: Whizlabs
  • Professional Sales Mastery: Coursera
  • TikTok Content Creator Pro: Coursera
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Scalable Application Development with NestJS: Packt
  • Database Design and Modeling with PostgreSQL and MySQL: Packt
  • Growth Product Manager's Handbook: Packt

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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