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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


  • P

    Pragmatic AI Labs

    Production ML with Hugging Face

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Hugging Face, Model Optimization, Rust (Programming Language), Continuous Deployment, LLM Application, Frontend Performance, AI Security, Model Evaluation, Performance Tuning, Applied Machine Learning, Other Programming Languages, Large Language Modeling, Performance Testing, Cryptographic Protocols

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Code Generation with Amazon Q

    Skills you'll gain: AI Integrations, Amazon Web Services, Code Review, AI Workflows, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Automation, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Salesforce CLM & CPQ: Streamlining Contract Operations

    Skills you'll gain: Salesforce Development, Salesforce, Contract Management, Business Reporting, Systems Integration, Customer Relationship Management (CRM) Software, Analytics, Process Design, Contract Compliance, Workflow Management, Cloud-Based Integration, Contract Negotiation, Process Optimization, Business Process Automation, Configuration Management, Process Development, Automation, Compliance Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Azure CloudOps: Automating Infrastructure & Cost Control

    Skills you'll gain: Cloud Management, Azure DevOps Pipelines, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, Cloud Deployment, Continuous Deployment, DevOps, Cloud Infrastructure, IT Automation, Continuous Integration, Automation, User Provisioning, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Amazon S3 Deep Dive – Complete AWS Cloud Storage Guide

    Skills you'll gain: Amazon S3, Amazon Web Services, AWS CloudFormation, Cloud Storage, Infrastructure as Code (IaC), Data Security, AWS Identity and Access Management (IAM), Cloud Hosting, Cloud Security, Performance Tuning, Data Storage, Data Storage Technologies, Data Management, Command-Line Interface, Authorization (Computing), Identity and Access Management, Key Management, Encryption

    Intermediate · Course · 3 - 6 Months

  • O

    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    Università di Napoli Federico II

    Asset Pricing Models

    Skills you'll gain: Securities (Finance), Portfolio Management, Equities, Investments, Financial Market, Finance, Portfolio Risk, Investment Management, Risk Modeling, Capital Markets, Statistical Methods, Market Data, Risk Analysis, Regression Analysis, Time Series Analysis and Forecasting, Risk Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Mastering DeepSeek: From Architecture to Application

    Skills you'll gain: DeepSeek API, Deepseek, Retrieval-Augmented Generation, AI Integrations, Model Deployment, Fine-tuning, Make.com, Generative Model Architectures, Generative AI Agents, LLM Application, Cloud Deployment, Model Training, Embeddings, Software Documentation, Key Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Hadoop Big Data Analytics & Projects Mastery

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Integration, Social Media Analytics, Extensible Markup Language (XML), Database Management, JSON, Data Processing, Distributed Computing, Data Analysis, Analytics, Scalability, Data Pipelines, Query Languages, Data Cleansing, Dataflow, People Analytics, Data Transformation

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    RF/Microwave Design - RF Simulation Tools (ADS)

    Skills you'll gain: Telecommunications, Electronics Engineering, Electronics, Schematic Diagrams, Electrical Engineering, Communication Systems, Electronic Systems, electromagnetics, Electrical and Computer Engineering, Hardware Design, Simulation and Simulation Software, Simulations, Performance Tuning, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Production Deployment and Advanced Patterns

    Skills you'll gain: Model Deployment, AI Integrations, Enterprise Application Management, Agentic Workflows, Generative AI Agents, Prompt Engineering, LLM Application, Application Deployment, Role-Based Access Control (RBAC), Identity and Access Management, Prompt Engineering Tools, User Interface (UI), Package and Software Management, Agentic systems, UI Components, Restful API, Health Information Management, Authentications, Data Persistence, Release Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…686970…217

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

  • Production ML with Hugging Face: Pragmatic AI Labs
  • Code Generation with Amazon Q: Coursera
  • Salesforce CLM & CPQ: Streamlining Contract Operations: Coursera
  • Azure CloudOps: Automating Infrastructure & Cost Control: Coursera
  • Amazon S3 Deep Dive – Complete AWS Cloud Storage Guide: Packt
  • Prescriptive Analytics: O.P. Jindal Global University
  • Asset Pricing Models: Università di Napoli Federico II
  • Mastering DeepSeek: From Architecture to Application: Board Infinity
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • Hadoop Big Data Analytics & Projects Mastery: EDUCBA

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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