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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


  • J

    John Wiley & Sons

    Introduction to AI Business Value Creation

    Skills you'll gain: AI Enablement, AI Product Strategy, Strategic Thinking, Business Strategy, Data Strategy, Business Leadership, Data Management, Artificial Intelligence, Risk Analysis, Cost Benefit Analysis, Revenue Management, AI Integrations, Data-Driven Decision-Making, AI Orchestration, Process Optimization, Automation, Stakeholder Management, Stakeholder Analysis, Decision Making

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Fine-tuning, Model Deployment, Applied Machine Learning, Application Deployment, API Testing, Model Optimization

    Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Generative AI with Python

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Agentic systems, Fine-tuning, Agentic Workflows, AI Workflows, CrewAI, Embeddings, Model Optimization, Model Context Protocol, Software Installation

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Advanced IT Tools, Career Prep, and System Management

    Skills you'll gain: Linux Administration, Linux, Linux Servers, System Configuration, Linux Commands, Operating System Administration, Systems Administration, File Systems, Operating Systems, Virtualization, Data Sharing, Virtual Machines, Information Technology, Data Storage Technologies

    Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Databricks GenAI Engineering

    Skills you'll gain: Databricks, Prompt Engineering, Generative AI, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Applied Machine Learning, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Acceptance Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Boost Engagement: Optimize AI Content Performance

    Skills you'll gain: Content Performance Analysis, Content Scheduling, Driving engagement, Hootsuite, Social Media Content, Social Media Marketing, Content Optimization, Social Media Analytics, Content Development and Management, Digital Marketing Tools, Web Analytics, Content Strategy, Performance Improvement, Web Analytics and SEO, Data Import/Export, Market Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for Sales Proposals and Presentations

    Skills you'll gain: AI Personalization, Proposal Writing, Sales Presentations, Proposal Development, Sales Presentation, Sales Strategy, Storytelling, Presentations, Data Storytelling, Sales Process, Market Research, Anthropic Claude, Microsoft PowerPoint, AI Integrations

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    LLM Engineer’s Handbook

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Fine-tuning, Model Deployment, Extract, Transform, Load, Data Pipelines, Model Optimization, Data Processing, CI/CD, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning: Recurrent Neural Networks with Python

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Model Optimization, Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Large Language Modeling, Text Mining, Artificial Neural Networks, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Time Series Analysis and Forecasting, Network Architecture

    Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • A

    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Context Engineering, Token Optimization, Data Ethics, Fine-tuning, Large Language Modeling

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Optimizing Your Google Cloud Costs en Español

    Skills you'll gain: Cost Control, Google Cloud Platform, Cloud Management, Cost Management, Budget Management, Cost Reduction, Cloud Storage, Budgeting, System Monitoring, Application Deployment, Query Languages, Resource Utilization, Serverless Computing, Virtualization and Virtual Machines, Resource Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to AI Business Value Creation: John Wiley & Sons
  • Building and Fine-Tuning LLM Applications: Packt
  • Simulation for Digital Transformation: Dartmouth College
  • Generative AI with Python: Packt
  • Advanced IT Tools, Career Prep, and System Management: Packt
  • Databricks GenAI Engineering: Coursera
  • Boost Engagement: Optimize AI Content Performance: Coursera
  • GenAI for Sales Proposals and Presentations: Coursera
  • LLM Engineer’s Handbook: Packt
  • Deep Learning: Recurrent Neural Networks with Python: 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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