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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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    Edureka

    RAG Systems in Practice

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

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    Generative AI for Educators & Teachers

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Ideation, Verification And Validation, Creative Problem-Solving, AI Enablement, Expense Reports, Responsible AI, AI Personalization, Image Analysis, Creativity, LLM Application, Innovation, Brainstorming, Game Design, Expense Management, Organizational Skills, Artificial Intelligence, Lesson Planning

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Beginner · Specialization · 1 - 3 Months

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    Microsoft

    Code and framework based agent development

    Skills you'll gain: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Test Script Development, Agentic systems, Context Management, Secure Coding, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate, Optimize, and Monitor ML Models

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Technology & Software Sales Fundamentals

    Skills you'll gain: Account Strategy, Account Management, Selling Techniques, Technical Sales, Sales Territory Management, Cold Calling, Sales Process, Sales Strategy, Closing (Sales), Customer Relationship Building, Customer Engagement, B2B Sales, Consultative Selling, Customer Relationship Management, Solution Selling, Generative AI Agents, Lead Generation, Overcoming Objections, Return On Investment, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    493 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Understanding Open AI Workspaces

    Skills you'll gain: Generative AI, Cloud Computing, Cloud API, API Design, Python Programming, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Segment and Validate Your Live Marketing Data

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Target Audience, Campaign Management, Data-Driven Decision-Making, Marketing Effectiveness, Performance marketing, Data Validation, Real Time Data, Customer Insights, Trend Analysis, Data Quality, Anomaly Detection, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Design and Integrate CCTV Systems Using AutoCAD

    Skills you'll gain: Computer-Aided Design, Architectural Drawing, Technical Drawing, Schematic Diagrams, Electrical Wiring, Facility Management, Coordination, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Analyze and Optimize User Retention

    Skills you'll gain: Looker (Software), Customer Retention, Web Analytics, Customer Analysis, Customer Insights, Marketing Analytics, Trend Analysis, Data Analysis, Product Management, Performance Metric, Analysis, Time Series Analysis and Forecasting, Strategic Marketing, Marketing Channel, Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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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

    Analytics Engineering with dbt

    Skills you'll gain: Data Storytelling, SQL, Data Engineering, Data Presentation, Key Performance Indicators (KPIs), Star Schema, Dashboard, Data Modeling, Data Quality, Business Analytics, Database Design, Data Mart, Business Intelligence, Data Validation, Analytics, YAML, Data Pipelines, Data Transformation, Performance Tuning, Analysis

    Intermediate · Specialization · 1 - 3 Months

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

  • RAG Systems in Practice: Edureka
  • Generative AI for Educators & Teachers: Vanderbilt University
  • Code and framework based agent development: Microsoft
  • Automate, Optimize, and Monitor ML Models: Coursera
  • Technology & Software Sales Fundamentals: Coursera
  • Design & Secure LLM APIs for Scalability: Coursera
  • Understanding Open AI Workspaces: Coursera
  • Segment and Validate Your Live Marketing Data: Coursera
  • Design and Integrate CCTV Systems Using AutoCAD: EDUCBA
  • Analyze and Optimize User Retention: 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)

Other topics to explore

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