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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


  • C

    Coursera

    Как спланировать календарь контента используя Trello

    Skills you'll gain: Content Scheduling, Calendar Management, Organizational Skills, Content Management, Workflow Management, Scheduling, Project Management Software, Process Optimization, Collaborative Software, Social Media Marketing

    Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • 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

  • S

    Siemens

    Dynamique des fluides numérique appliquée

    Skills you'll gain: Thermal Management, Finite Element Methods, Simulation and Simulation Software, Engineering Analysis, Mechanical Engineering, Scientific Visualization, Simulations, Numerical Analysis, Engineering Calculations, Mathematical Modeling, Model Optimization, Physics

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, General Lending, Lending and Underwriting, Loan Documentation, Data Ethics, Generative AI Agents, Workflow Management, Generative AI, Regulatory Compliance, AI Integrations, Law, Regulation, and Compliance, Customer Communications Management, Loans, Customer experience improvement, Credit Risk, Document Management, Financial Services, Business Process Automation, Customer Inquiries

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Machine Learning with PySpark

    Skills you'll gain: PySpark, Model Optimization, Model Training, Applied Machine Learning, Machine Learning Methods, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Fine-tuning, Large Language Modeling, System Monitoring, Open Web Application Security Project (OWASP), Scalability, Generative Model Architectures, Hugging Face, Continuous Monitoring, AI Integrations, Load Balancing, Performance Tuning, Application Deployment, Model Optimization, Transfer Learning, AI Security, Applied Machine Learning, Application Security, API Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Statistical Visualization, Data Preprocessing, Data Visualization Software, Model Deployment, Exploratory Data Analysis, Data Manipulation, Data Wrangling, Model Training, Predictive Modeling, Model Optimization, R Programming, Data Processing, R (Software), Ggplot2, Predictive Analytics, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Madecraft

    Digital Marketing Fundamentals

    Skills you'll gain: Lead Generation, Digital Marketing, Digital Brand Strategy, Marketing Strategies, Target Audience, Marketing Automation, Pay Per Click Advertising, Social Media Marketing, Content Marketing, Demand Generation, Brand Marketing, Persona Development, Digital Advertising, A/B Testing, Search Engine Optimization, Marketing Analytics, Content Strategy, Advertising, Journey Mapping, Automation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Preparing Text for AI Models

    Skills you'll gain: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Data Processing, Hugging Face, Data Collection, Token Optimization, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Adobe

    Creative Process and Project Design with Adobe Illustrator

    Skills you'll gain: Adobe Illustrator, Ideation, Conceptual Design, Design Strategies, Graphic and Visual Design, Visual Storytelling, Creativity, Workflow Management, Adobe Creative Cloud, Creative Design, Design, Graphic Design, Visual Design, Collaboration, Process Optimization

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    R البرمجة باستخدام لغة

    Skills you'll gain: R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Debugging, File I/O, Data Analysis, Simulations, Programming Principles, Code Reusability, Data Import/Export, Data Processing, Data Structures, Data Manipulation, Computer Programming, Performance Tuning, Software Installation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Как спланировать календарь контента используя Trello: Coursera
  • LLM Engineer’s Handbook: Packt
  • Dynamique des fluides numérique appliquée: Siemens
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Machine Learning with PySpark: Edureka
  • Build & Adapt LLM Models with Confidence: Coursera
  • Tidymodels in R: Building tidy machine learning models: Coursera
  • Digital Marketing Fundamentals: Madecraft
  • Preparing Text for AI Models: Coursera
  • Creative Process and Project Design with Adobe Illustrator: Adobe

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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