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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


  • Status: Free Trial
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    Duke University

    Data Science for Agile Decision-Making

    Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Business Transformation, Data Literacy, Decision Making, Data Storytelling, Forecasting, Strategic Thinking, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Strategic Leadership, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Personalized Campaigns, Advertising Campaigns, Media Buying, Meta Ads Manager, Content Performance Analysis, Online Advertising, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, Marketing Automation, AI Personalization, Media Planning, Digital Media Strategy, Responsible AI, Automation, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Alex Genadinik

    2026 Amazon Ecommerce Marketing And Sales: SEO & Ads

    Skills you'll gain: Selling Techniques, Product Promotion, Sales Strategy, Search Engine Optimization, Content Optimization, Social Media Marketing, Pay Per Click Advertising, Advertising Campaigns, Online Advertising, Advertising, Product Marketing, Social Media Content, Keyword Research, Paid media, Web Analytics and SEO, E-Commerce, Search Engine Marketing, Digital Advertising, Promotional Strategies, Competitive Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Dartmouth College

    Predictive Analytics

    Skills you'll gain: Predictive Modeling, Analytics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Business Analytics, Model Training, Ethical Standards And Conduct, Data Ethics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Machine Learning, Statistical Modeling, Data Strategy, Regression Analysis, Supervised Learning, Model Optimization

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L&T EduTech

    Landside Facility Planning

    Skills you'll gain: Land Development, Building Information Modeling, Civil Engineering, Building Design, Building Services Engineering, Facility Management, Landscape Architecture, Architectural Design, Security Strategy, Energy and Utilities, Public Works, Transportation Operations, Sustainable Engineering, Safety and Security, Sustainable Design, Traffic Flow Optimization, Demand Planning, Capacity Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Fine-tuning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Tensorflow, Predictive Modeling, Model Optimization, Model Training, Interactive Data Visualization, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Big Data Processing Using Hadoop

    Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Analytics, Data Science, Databases, Data Integration, SQL, Query Languages, File I/O, Data Architecture, Data Manipulation, Distributed Computing, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    ZBrush 3D Sculpting & Modeling Mastery

    Skills you'll gain: 3D Assets, 3D Modeling, Animation and Game Design, Video Game Development, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Design Software, Computer Graphic Techniques, User Interface (UI), Data Import/Export, Digital Design, Video Production, Graphics Software, File Management, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 3 Months

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    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation

    3.7
    Rating, 3.7 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Alex Genadinik

    2026 SEO Link Building: #1 SEO Ranking Tactic (Backlinks)

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Blogs, Digital Marketing Tools, Competitive Analysis, Quality Assessment, Content Creation

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Model Evaluation, AI literacy, Generative AI, Data Ethics, Google Cloud Platform, Model Optimization, Quality Assessment, Image Quality, Human Factors

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Intro to TensorFlow em Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Data Pipelines, Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Data Science for Agile Decision-Making: Duke University
  • GenAI for Dynamic Advertising and Media Buying: Coursera
  • 2026 Amazon Ecommerce Marketing And Sales: SEO & Ads: Alex Genadinik
  • Predictive Analytics: Dartmouth College
  • Landside Facility Planning: L&T EduTech
  • Advanced Machine Learning and Deep Learning: Packt
  • Big Data Processing Using Hadoop: Johns Hopkins University
  • ZBrush 3D Sculpting & Modeling Mastery: EDUCBA
  • Large Language Models: H2O.ai
  • 2026 SEO Link Building: #1 SEO Ranking Tactic (Backlinks): Alex Genadinik

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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