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  • Discrete Optimization

Discrete Optimization Courses

Discrete optimization courses can help you learn linear programming, integer programming, and combinatorial optimization techniques. You can build skills in problem formulation, algorithm design, and solution analysis. Many courses introduce tools such as MATLAB, Python libraries like PuLP and SciPy, and optimization software like CPLEX, showing how these skills are applied to logistics, resource allocation, and scheduling challenges.


Popular Discrete Optimization Courses and Certifications


  • C

    Coursera

    Content Creation for TikTok, YouTube, Instagram, Facebook

    Skills you'll gain: TikTok, Visual Storytelling, Video Production, Content Performance Analysis, Photo/Video Production and Technology, Content Creation, Content Scheduling, Web Analytics and SEO, Social Media Marketing, Social Media Content, Driving engagement, Video Editing, Social Media, Search Engine Optimization, Photography, Videography, Media Production, Social Media Campaigns, Social Media Management, Content Marketing

    3.9
    Rating, 3.9 out of 5 stars
    ·
    42 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Production Deployment and Advanced Patterns

    Skills you'll gain: Model Deployment, AI Integrations, Enterprise Application Management, Generative AI Agents, Prompt Engineering, Prompt Patterns, LLM Application, Application Deployment, Role-Based Access Control (RBAC), Prompt Engineering Tools, Health Insurance Portability And Accountability Act (HIPAA) Compliance, User Interface (UI), Package and Software Management, Agentic systems, API Design, UI Components, Restful API, Authentications, Data Persistence, Release Management

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Introduction to Graph Theory

    Skills you'll gain: Graph Theory, Graphing, Combinatorics, Network Analysis, Algorithms, Mathematical Theory & Analysis, Theoretical Computer Science, Traffic Flow Optimization, Program Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Custom Models, Layers, and Loss Functions with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Convolutional Neural Networks, Model Optimization, Model Training, Artificial Neural Networks, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, Fine-tuning, Javascript, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Techniques and Models

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Correlation Analysis, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    497 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Getting Started in Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Statistical Reporting, Data-Driven Marketing, Analytics, Data Analysis, User Accounts

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.5K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Prompt Engineering Foundations

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, OpenAI API, Token Optimization, OpenAI, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Key Management, Development Environment, Application Programming Interface (API), Python Programming, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Infrastructure : techniques de mise en réseau

    Skills you'll gain: Google Cloud Platform, Identity and Access Management, Data Infrastructure, Cloud Infrastructure, Data Import/Export, Token Optimization, Network Model, AI Workflows, Network Infrastructure, Generative AI, Network Planning And Design, Cloud-Based Integration, General Networking, Network Architecture, Network Security, Network Performance Management, Distributed Computing, Model Training

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Advanced Data Structures & Algorithms in Practice

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Python Programming, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Bestseller
    Bestseller
    U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    360 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Mastering UI Development with Unity

    Skills you'll gain: User Interface (UI), UI Components, Unity Engine, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Augmented and Virtual Reality (AR/VR), Human Computer Interaction, Usability, Animation and Game Design, Virtual Reality, Interactive Design, Video Game Development, Virtual Environment, Scalability, Mobile Development, Game Design, Layout Design, UI/UX Strategy, Interaction Design, C# (Programming Language)

    Beginner · Specialization · 3 - 6 Months

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

  • Content Creation for TikTok, YouTube, Instagram, Facebook: Coursera
  • Production Deployment and Advanced Patterns: Coursera
  • Introduction to Graph Theory: University of California San Diego
  • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI
  • TensorFlow: Data and Deployment: DeepLearning.AI
  • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
  • Getting Started in Google Analytics: Coursera
  • Prompt Engineering Foundations: Packt
  • AI Infrastructure : techniques de mise en réseau: Google Cloud
  • Advanced Data Structures & Algorithms in Practice: Packt

Skills you can learn in Software Development

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Application Programming Interfaces (17)
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Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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