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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.


More to explore:

Popular Optimization Courses and Certifications


  • Status: Free Trial
    Free Trial
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    LearnKartS

    GCP Computing and Storage Services

    Skills you'll gain: Google Cloud Platform, Kubernetes, Google App Engine, Cloud Storage, Load Balancing, Cloud-Native Computing, Cloud Infrastructure, Cloud Computing, Containerization, Data Storage Technologies, Virtual Machines, Cloud Security, Application Deployment, DevOps, Application Performance Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Alibaba Cloud Academy

    Deploy and Manage Your Application on Alibaba Cloud

    Skills you'll gain: Application Deployment, Performance Tuning, Application Performance Management, Cloud Applications, Cloud Management, Redis, Cloud Platforms, Cloud Services, Middleware

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Maven Analytics

    Complete Visual Guide to Machine Learning

    Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Transfer Learning, Data Analysis, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Applied Machine Learning, Computer Vision, Model Evaluation, Machine Learning, Performance Tuning

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    Board Infinity

    Generative AI in Marketing

    Skills you'll gain: Marketing Analytics, Responsible AI, Persona Development, A/B Testing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Whizlabs

    Azure AI & ML: Optimize Language Models for AI Applications

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, AI Workflows, Data Pipelines, Continuous Monitoring, Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    AWS X-Ray Getting Started

    Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Application Performance Management, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    S

    S.P. Jain Institute of Management and Research

    Foundation of Global Supply Chains

    Skills you'll gain: Network Planning And Design, Logistics, Inventory Management System, Operations Research, Key Performance Indicators (KPIs), Transportation Operations, Corporate Sustainability, Strategic Planning, Risk Management, Coordination, Demand Planning, Data-Driven Decision-Making, Cost Reduction

    Beginner · Course · 1 - 3 Months

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    Packt

    Resource Management in Oracle Primavera P6 PPM Professional

    Skills you'll gain: Resource Allocation, Resource Planning, Scheduling, Project Schedules, Project Management Software, Project Management, Capacity Planning, Workforce Management, Administration, Expense Management, User Accounts

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Introduction to RNN and DNN

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Data Science with Python: Analyze & Visualize

    Skills you'll gain: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis

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    Rating, 5 out of 5 stars
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    9 reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Nmap for Penetration Testing: From Beginner to Advanced

    Skills you'll gain: OSI Models, TCP/IP, Vulnerability Scanning, General Networking, Network Protocols, Cyber Security Assessment, Network Security, Network Monitoring, Network Administration, Vulnerability Assessments, Firewall, Performance Tuning, Threat Detection, Network Analysis, Scripting, System Configuration

    Intermediate · Course · 1 - 3 Months

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

  • GCP Computing and Storage Services: LearnKartS
  • Deploy and Manage Your Application on Alibaba Cloud: Alibaba Cloud Academy
  • Complete Visual Guide to Machine Learning: Maven Analytics
  • Deep Learning with Keras and Practical Applications: Packt
  • Generative AI in Marketing: Board Infinity
  • Azure AI & ML: Optimize Language Models for AI Applications: Whizlabs
  • AWS X-Ray Getting Started: Amazon Web Services
  • Foundation of Global Supply Chains: S.P. Jain Institute of Management and Research
  • Resource Management in Oracle Primavera P6 PPM Professional: Packt
  • Introduction to RNN and DNN: Packt

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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