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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


  • A

    AI CERTs

    AI for Professional Writing

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Content Optimization, Generative AI Agents, Business Writing, Generative AI, Content Creation, AI literacy, Writing and Editing, AI Personalization, AI Workflows, AI Enablement, Search Engine Optimization, Writing, Copywriting, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Editing, Responsible AI

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • P

    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Deep Learning, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Python Programming

    ★ 4.8 (11) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • S

    Simplilearn

    Search Engine Marketing

    Skills you'll gain: Search Engine Marketing, Google Ads, Pay Per Click Advertising, Online Advertising, Search Engine Optimization, Digital Marketing Campaigns, Marketing, Digital Marketing, Digital Advertising, Paid media, Campaign Management, Marketing Automation, Advertising Campaigns, Google Analytics, Advertising, Media Buying, Target Audience, Bidding

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    Machine Learning with TensorFlow Google Cloud 日本語版

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Machine Learning, Google Cloud Platform, Machine Learning Methods, Machine Learning Software, Model Deployment, Applied Machine Learning, Data Preprocessing, Data Quality, Keras (Neural Network Library), Model Training, Machine Learning Algorithms, Statistical Machine Learning, Embeddings, Fine-tuning, Dataflow, Cloud Deployment, Data Strategy

    ★ 4.4 (152) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • L

    L&T EduTech

    Solid Waste Collection, Storage and Transportation

    Skills you'll gain: Waste Minimization, Environmental Engineering, Sustainable Engineering, Civil Engineering, Environmental Regulations, Sustainable Technologies, Environmental Resource Management, Environmental Laws, Environmental Policy, Transportation Operations, Traffic Flow Optimization, Environmental Monitoring, Estimation, Internet Of Things, Emerging Technologies

    ★ 4.6 (13) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Create an A/B web page marketing test with Google Optimize

    Skills you'll gain: A/B Testing, Google Analytics, Web Analytics, User Experience, Content Optimization, Web Content, Data-Driven Marketing, Target Audience, Test Tools, Marketing Effectiveness, Personalized Campaigns, Marketing, Analytics

    ★ 4.3 (111) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • A

    Amazon Web Services

    AWS Networking Basics v01.01.00s

    Skills you'll gain: Network Routing, Routing Protocols, Network Troubleshooting, Virtual Networking, Network Performance Management, Network Monitoring, General Networking, Amazon Web Services, Network Planning And Design, Wide Area Networks, Network Architecture, Capacity Management, Performance Tuning

    ★ 4.4 (96) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • U

    University of Virginia Darden School Foundation

    Sustainable Supply Chains

    Skills you'll gain: Sustainability Standards, Supply Management, Supply Chain, Supply Chain Management, Supply Chain Planning, Sustainable Business, Corporate Sustainability, Supply Chain Systems, Procurement, Strategic Sourcing, Sustainable Development, Supplier Management, Sustainable Systems, Environmental Regulations, Supplier Relationship Management, Supplier Risk Management, Environmental Laws, Logistics, Environmental Social And Corporate Governance (ESG), Public Safety and National Security

    ★ 4.7 (31) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    AI Infrastructure: Cloud TPUs

    Skills you'll gain: Google Cloud Platform, Model Optimization, AI Workflows, Cloud Computing Architecture, Performance Tuning, Interoperability, Product Demonstration, Benchmarking, Hardware Architecture, Computer Architecture

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Model Optimization, Feature Engineering, Tensorflow, Model Training, Google Cloud Platform, Model Deployment, Data Quality, Model Evaluation, Keras (Neural Network Library), Exploratory Data Analysis, Data Strategy, Cloud Deployment, Machine Learning, Embeddings, Data Preprocessing, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow, Deep Learning

    ★ 4.7 (92) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • M

    Microsoft

    Generative AI for Advanced Collaboration in Teams and Outlook

    Skills you'll gain: Microsoft Copilot, Microsoft Outlook, Microsoft Teams, Email Automation, Microsoft 365, Collaborative Software, Productivity Software, Meeting Facilitation, Prompt Engineering, Proposal Development, Calendar Management, Business Writing, Microsoft Word, Project Management Software

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Generative AI for Keyword Research

    Skills you'll gain: Keyword Research, Search Engine Optimization, Generative AI, AI Integrations

    ★ 4.6 (38) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…123124125…180

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

  • AI for Professional Writing: AI CERTs
  • Natural Language Processing with Real-World Projects: Packt
  • Search Engine Marketing: Simplilearn
  • Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
  • Solid Waste Collection, Storage and Transportation: L&T EduTech
  • Create an A/B web page marketing test with Google Optimize: Coursera
  • AWS Networking Basics v01.01.00s: Amazon Web Services
  • Sustainable Supply Chains: University of Virginia Darden School Foundation
  • AI Infrastructure: Cloud TPUs: Google Cloud
  • Machine Learning with TensorFlow on Google Cloud em Português Brasileiro: Google Cloud

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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