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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
    Free Trial
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    Packt

    Blender to Unreal Engine - 3D Plants and Vegetation

    Skills you'll gain: Unreal Engine, 3D Modeling, Model Optimization, 3D Assets, Computer Graphics, Computer Graphic Techniques, Visualization (Computer Graphics), Virtual Environment, Animation and Game Design, Animations, Virtual Reality, Graphical Tools, Graphics Software, Data Import/Export, System Configuration

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Intro to TensorFlow 日本語版

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

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Model Optimization, Model Training, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, General Lending, Lending and Underwriting, Loan Documentation, Data Ethics, Generative AI Agents, Workflow Management, Generative AI, Regulatory Compliance, AI Integrations, AI Enablement, Customer Communications Management, Loans, Customer experience improvement, Credit Risk, Document Management, Financial Services, Business Process Automation, Customer Inquiries

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Scene Detailing, Prop Creation, and Rendering

    Skills you'll gain: 3D Modeling, 3D Assets, Post-Production, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Model Optimization, Image Quality, Functional Design, Design, Aesthetics

    Intermediate · Course · 3 - 6 Months

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    Packt

    YOLO-NAS + v8 Full-Stack Computer Vision Course

    Skills you'll gain: Computer Vision, Mobile Development, Model Training, Mobile Development Tools, Fine-tuning, Model Deployment, Model Optimization, PyTorch (Machine Learning Library), Flask (Web Framework), Tensorflow, Application Deployment, AI Integrations, Cloud Deployment, Data Preprocessing, Development Environment, User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    End-to-End iOS Development Mastery

    Skills you'll gain: iOS Development, Apple iOS, Apple Xcode, Swift Programming, Core Data (Software), Mobile Development, Secure Coding, Application Deployment, Scalability, User Interface (UI) Design, UI Components, Integrated Development Environments, Apple software proficiency, User Interface (UI), Back-End Web Development, Debugging, Data Persistence, Data Management, Performance Tuning, Programming Principles

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Model Training & Evaluation

    Skills you'll gain: Model Training, Model Optimization, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Optimizing Your Google Cloud Costs en Español

    Skills you'll gain: Cost Control, Google Cloud Platform, Cloud Management, Cost Management, Cost Containment, Budget Management, Cost Reduction, Cloud Storage, Budgeting, System Monitoring, Application Deployment, Virtual Machines, Query Languages, Resource Utilization, Serverless Computing, Resource Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Annotate and Analyze Objects for Vision

    Skills you'll gain: Image Analysis, Model Optimization, Quality Assurance, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    DeepLearning.AI

    시퀀스 모델

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Deep Learning, Embeddings, Fine-tuning, Responsible AI, Model Optimization, Data Processing, Algorithms, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Applied Machine Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Blender to Unreal Engine - 3D Plants and Vegetation: Packt
  • Intro to TensorFlow 日本語版: Google Cloud
  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Scene Detailing, Prop Creation, and Rendering: Packt
  • YOLO-NAS + v8 Full-Stack Computer Vision Course: Packt
  • End-to-End iOS Development Mastery: Board Infinity
  • Model Training & Evaluation: Coursera
  • Optimizing Your Google Cloud Costs en Español: Google Cloud
  • Annotate and Analyze Objects for Vision: 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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