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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


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    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Cloud Deployment, Google Cloud Platform, Cloud Management, Cloud Infrastructure, Capacity Management, Virtual Machines, Query Languages, Cloud Storage, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Model Deployment, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - Bahasa Indonesia

    Skills you'll gain: Model Optimization, Machine Learning Methods, Natural Language Processing, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Transformers in Action: A Practical Approach to NLP and AI

    Skills you'll gain: Hugging Face, Model Evaluation, Model Optimization, Embeddings, Transfer Learning, LLM Application, Model Training, Recurrent Neural Networks (RNNs), Generative Model Architectures, Fine-tuning, Model Deployment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    Goldman Sachs

    Les bases des opérations avec Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Operational Efficiency, Business Operations, Operations Management, Process Management, Business Process, Process Analysis, Operations, Business Process Improvement, Process Improvement and Optimization, Process Optimization, Operational Analysis, Process Improvement, Process Development, Customer experience improvement, Business Technologies, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Podman for the Absolute Beginners - Hands-On DevOps

    Skills you'll gain: Data Persistence, Docker (Software), Command-Line Interface, Devops Tools, Data Storage, Application Deployment, General Networking, Software Installation

    Beginner · Course · 1 - 3 Months

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    Coursera

    Analyze AI to Amplify Brand Success

    Skills you'll gain: Marketing Effectiveness, Digital Analysis, Data-Driven Marketing, Performance Measurement, Digital Marketing Campaigns, Brand Awareness, Brand Marketing, Campaign Planning, Performance Metric, Marketing Planning, Marketing Strategies, Marketing Analytics, Branding, Strategic Partnership, Competitive Intelligence, Brand Strategy, Brand Management, Customer Insights, Generative Engine Optimization (GEO), Promotions and Campaigns

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Business Process Engineering Part 1

    Skills you'll gain: Process Mapping, Stakeholder Engagement, Business Process, Stakeholder Management, Process Analysis, Business Process Improvement, Business Process Modeling, Process Management, Design Thinking, Business Workflow Analysis, Business Process Management, Business Systems Analysis, Stakeholder Analysis, Process Optimization, Business Transformation, Stakeholder Communications, Business Analysis, Business Requirements, Requirements Elicitation, Requirements Analysis

    Mixed · Course · 1 - 3 Months

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    Simplilearn

    Foundations of Six Sigma Define Phase Training

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Continuous Improvement Process, Six Sigma Methodology, Process Improvement, Quality Improvement, Performance Metric, Project Documentation, Lean Manufacturing, Project Scoping, Performance Measurement, Process Improvement and Optimization, Performance Analysis, Project Planning, Business Metrics, Process Analysis, Business Process, Pareto Chart, Business Priorities, Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative AI Agents, Agentic Workflows, Document Management, Generative AI, AI Workflows, Web Applications, Artificial Intelligence, Agentic systems, Model Optimization, Application Programming Interface (API), Workflow Management

    Intermediate · Course · 1 - 3 Months

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

  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Attention Mechanism - Bahasa Indonesia: Google Cloud
  • Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
  • Les bases des opérations avec Goldman Sachs 10,000 Women: Goldman Sachs
  • Podman for the Absolute Beginners - Hands-On DevOps: Packt
  • Analyze AI to Amplify Brand Success: Coursera
  • Business Process Engineering Part 1: Northeastern University
  • Foundations of Six Sigma Define Phase Training: Simplilearn

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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