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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


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    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: PyTorch (Machine Learning Library), Distributed Computing, Data Pipelines, Performance Tuning, MLOps (Machine Learning Operations), Deep Learning, AI Workflows, Model Evaluation, Scalability, LLM Application, Hardware Architecture, Machine Learning, Computer Architecture

    Beginner · Course · 1 - 3 Months

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    Coursera

    Datadog: Performance Monitoring Tool

    Skills you'll gain: Interactive Data Visualization, Enterprise Application Management, Cloud Deployment, Business Metrics, Event Monitoring, Kubernetes, Continuous Monitoring, Docker (Software), Microservices, Problem Management, Distributed Computing, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply React & React Native Through Real-World Projects

    Skills you'll gain: React Redux, React Native, React.js, Application Development, Scalability, Data Validation, UI Components, Web Applications, Mobile Development, Data Persistence, Business Logic, Application Design, Front-End Web Development, Authentications, User Interface (UI), User Experience Design, Software Design, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Node.JS

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Master Unity Game Development in 30 Days - 25+ Game Projects

    Skills you'll gain: Animation and Game Design, Git (Version Control System), GitHub, Android (Operating System), Unity Engine, Video Game Development, Mobile Development, C# (Programming Language), User Interface (UI), Scripting, Application Deployment, C and C++, Game Design, Software Installation, User Interface (UI) Design, Development Environment, Object Oriented Programming (OOP)

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    RAG Systems in Practice

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LangChain, Performance Tuning, AI Workflows, Generative AI, LangGraph, Embeddings, Prompt Engineering, Large Language Modeling, Vector Databases, Data Preprocessing, Scalability, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Portfolio Development in Canva

    Skills you'll gain: Storytelling, Case Studies, Canva (Software), Digital Design, Visual Design, Content Creation, Portfolio Management, Target Audience, Design Strategies, Layout Design, Goal Setting, User Experience Design, Graphic and Visual Design

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build Powerful AI Agents with OpenAI Tools

    Skills you'll gain: Agentic systems, OpenAI API, AI Workflows, Tool Calling, OAuth, AI Orchestration, Middleware, Generative AI Agents, Real Time Data, Interoperability, API Gateway, Agentic Workflows, Software Development Tools, LLM Application, Prompt Engineering, Application Programming Interface (API), Authentications, Software Architecture, Systems Integration, Application Security

    Intermediate · Professional Certificate · 1 - 3 Months

  • Status: New
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    Edureka

    Applied Analytics Engineering and Visualization with dbt

    Skills you'll gain: Data Storytelling, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Dashboard, Business Analytics, Business Intelligence, Extract, Transform, Load, Performance Analysis, Data Transformation, SQL, Automation, Data Management, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Building Your First AI Agent with OpenAI

    Skills you'll gain: Agentic systems, OpenAI API, AI Workflows, Real Time Data, Tool Calling, Prompt Engineering, Application Programming Interface (API), Software Architecture, Systems Integration, Application Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Data Pipeline Engineering & Analytics

    Skills you'll gain: Dashboard, Apache Airflow, Star Schema, Data Storytelling, Dataflow, Process Mapping, Extract, Transform, Load, SQL, Data Pipelines, Apache Kafka, Data Transformation, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, JSON, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    Analyze Sales Performance Using Microsoft Power BI

    Skills you'll gain: Gross Profit, Case Studies, Performance Analysis, Data Cleansing, Business Reporting, Business Analysis, Fiscal Management, Time Series Analysis and Forecasting

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Track & Digital Marketing Channels

    Skills you'll gain: Marketing Channel, Digital Advertising, Digital Marketing, Marketing Analytics, Performance marketing, Web Analytics, Cross-Channel Marketing, Google Analytics, Performance Measurement, Social Media Marketing, Data-Driven Decision-Making, Email Marketing

    Beginner · Course · 1 - 4 Weeks

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1…192021…99

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

  • Accelerate Model Training with PyTorch 2.X: Packt
  • Datadog: Performance Monitoring Tool: Coursera
  • Apply React & React Native Through Real-World Projects: EDUCBA
  • Master Unity Game Development in 30 Days - 25+ Game Projects: Packt
  • RAG Systems in Practice: Edureka
  • Portfolio Development in Canva: Coursera
  • Build Powerful AI Agents with OpenAI Tools: Coursera
  • Applied Analytics Engineering and Visualization with dbt: Edureka
  • Building Your First AI Agent with OpenAI: Coursera
  • Data Pipeline Engineering & Analytics: 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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