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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.


More to explore:

Popular Optimization Courses and Certifications


  • Status: Free Trial
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    Packt

    Skills for a Modern Entrepreneur or Business Owner

    Skills you'll gain: Value Propositions, Emotional Intelligence, Business Planning, Productivity, Financial Statements, User Research, Target Audience, Business Marketing, Microsoft Excel, Marketing Strategies, Financial Analysis, Customer Acquisition Management, Market Opportunities, Content Marketing, Branding, Market Research, Social Media Strategy, Adaptability, Digital Marketing, Data Visualization

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Building Recommender Systems with Machine Learning and AI

    Skills you'll gain: Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Applied Machine Learning, Python Programming, Fraud detection, Unsupervised Learning, Data Preprocessing, Model Evaluation, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, Lending and Underwriting, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, AI Workflows, Document Management, Financial Services, Business Process Automation, AI Personalization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    SkillUp

    Using GenAI in Modern Software Development

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, OpenAI API, Microsoft Copilot, AI Workflows, Application Development, Code Review, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, Statistical Programming, Tableau Software, Data Cleansing, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Patient Scheduling & Appointment Management

    Skills you'll gain: ChatGPT, Practice Management Software, Technology Roadmaps, Patient Flow, Generative AI, Clinic Management Systems, AI Workflows, Prompt Engineering, Business Process Automation, Software As A Service, Patient Communication, Health Informatics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    GenAI for Account Managers: Personalizing Client Engagement

    Skills you'll gain: Account Management, AI Personalization, Customer Engagement, Generative AI Agents, Customer Communications Management, Customer experience improvement, Personalized Service, Customer Insights, Communication, Scalability, Customer Relationship Management (CRM) Software, Data Ethics, Responsible AI, Predictive Modeling, Business Process Automation, Analytics, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Optimizing Your Google Cloud Costs em Português

    Skills you'll gain: Google Cloud Platform, Query Languages, Cloud Management, Cost Control, Cost Management, Virtual Machines, Budget Management, Expense Management, System Monitoring, Resource Utilization, Billing, Serverless Computing, Cloud Storage

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Improving Diagnostic Accuracy with GenAI

    Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Diagnostic Tests, Prompt Engineering, Responsible AI, Data Integration, Medical Imaging, Healthcare Ethics, AI Personalization, LLM Application, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Development, Cloud Computing, Applied Machine Learning, Cloud Deployment, Cloud Security, Amazon CloudWatch, Large Language Modeling, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced IT Tools, Career Prep, and System Management

    Skills you'll gain: Linux Administration, Linux, System Configuration, Operating System Administration, Systems Administration, File Systems, Virtualization, File Management, Virtual Machines, Information Technology, Data Storage Technologies, Technical Communication

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Johns Hopkins University

    Data Analysis Using Hadoop Tools

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing

    Intermediate · Course · 1 - 3 Months

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

  • Skills for a Modern Entrepreneur or Business Owner: Packt
  • Building Recommender Systems with Machine Learning and AI: Packt
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Using GenAI in Modern Software Development: SkillUp
  • Data Analytics and Visualization with Tableau and more: Packt
  • GenAI for Patient Scheduling & Appointment Management : Coursera
  • GenAI for Account Managers: Personalizing Client Engagement: Coursera
  • Optimizing Your Google Cloud Costs em Português : Google Cloud
  • Improving Diagnostic Accuracy with GenAI: Coursera
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera

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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