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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: New
    New
    Status: Free Trial
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    Coursera

    Digital Campaign Execution

    Skills you'll gain: Digital Marketing Campaigns, Campaign Management, Keyword Research, Digital Marketing, Email Automation, Email Marketing, Search Engine Optimization, Digital Advertising, Marketing Channel, Google Ads, Social Media Marketing, Marketing Effectiveness, Marketing Budgets, Generative AI, Marketing Analytics, Performance Measurement, Google Analytics, Content Marketing, Brand Marketing, AI Enablement

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Content Creation with Scalenut: Craft Content Strategies

    Skills you'll gain: Content Strategy, Content Creation, Blogs, Content Optimization, Search Engine Optimization, Keyword Research, Web Content, Generative AI, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    LearnQuest

    No-Code Machine Learning and Data Science for Everyone

    Skills you'll gain: Responsible AI, Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Model Evaluation, Dashboard Creation, Interactive Data Visualization, No-Code Development, Market Data, Business Analytics, Data Science, Analytics, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning, Predictive Modeling, Data Visualization

    Beginner · Specialization · 1 - 3 Months

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Model Training, Natural Language Processing, Embeddings, Model Optimization, Data Ethics, Responsible AI, Deep Learning, Machine Learning Methods, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning, Artificial Intelligence, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California San Diego

    Bending the Curve: Climate Change Solutions 2

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Electric Power Systems, Climate Change Programs, Pollution Prevention, Climate Change Adaptation, Sustainable Technologies, Sustainable Development, Environmental Engineering, Natural Resource Management, Mitigation, Transportation Operations, Environmental Policy, Environment and Resource Management, Traffic Flow Optimization, Environmental Science

    Beginner · Course · 1 - 3 Months

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    S

    Sungkyunkwan University

    Machine Learning for Smart Beta

    Skills you'll gain: Data Processing, Data Preprocessing, Portfolio Management, Investment Management, Machine Learning Methods, Classification And Regression Tree (CART), Data Wrangling, Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Model Training, Predictive Modeling, Decision Tree Learning, Model Evaluation, Model Optimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Board Infinity

    Generative AI: Fine-Tuning LLMs and Diffusion Models

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Token Optimization, Hugging Face, Transfer Learning, Model Optimization, Model Training, Model Deployment, Model Evaluation, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

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    CertNexus

    AgenticAIBIZ (Exam AGZ-110): Foundations of Agentic AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Risk Management, Business Process Automation, Generative AI, Business Strategy, Automation, Data Strategy, Process Improvement, Large Language Modeling, Process Improvement and Optimization, Data Ethics, Process Optimization, Operational Efficiency, Customer Service, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

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    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

    Skills you'll gain: Transfer Learning, Model Training, Machine Learning Methods, Applied Machine Learning, Debugging, Decision Intelligence, Deep Learning, Machine Learning, Artificial Intelligence, Model Evaluation, Model Optimization, Analysis, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Model Training, Data Transformation, Financial Forecasting, Model Evaluation, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Forecasting, Predictive Analytics, Artificial Neural Networks, Network Model, Development Environment, Project Implementation

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

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    I

    Imperial College London

    TensorFlow 2 시작하기

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Model Evaluation, Deep Learning, Convolutional Neural Networks, Model Optimization, Image Analysis, Predictive Modeling, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Computer Vision

    Intermediate · Course · 1 - 3 Months

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

  • Digital Campaign Execution: Coursera
  • Content Creation with Scalenut: Craft Content Strategies: Coursera
  • No-Code Machine Learning and Data Science for Everyone: LearnQuest
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Bending the Curve: Climate Change Solutions 2: University of California San Diego
  • Machine Learning for Smart Beta: Sungkyunkwan University
  • Generative AI: Fine-Tuning LLMs and Diffusion Models: Board Infinity
  • Exploratory Data Analysis & Core ML Algorithms: Packt
  • AgenticAIBIZ (Exam AGZ-110): Foundations of Agentic AI: CertNexus
  • Structurer des projets d’apprentissage automatique: DeepLearning.AI

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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