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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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    Packt

    Python Machine Learning By Example

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Vector Database Foundations and Core Concepts

    Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Model Evaluation, Scalability, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Instituto Tecnológico de Aeronáutica

    Introdução à Mobilidade Aérea Urbana

    Skills you'll gain: Transportation Operations, Traffic Flow Optimization, Aerospace Basic Quality System Standards, Concept Of Operations, Sustainable Systems, Environmental Regulations, Electric Power Systems, Emerging Technologies, Infrastructure Architecture, Environmental Issue, Law, Regulation, and Compliance, Social Impact, Innovation, Technical Standard, Regulation and Legal Compliance

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate, Debug, and Optimize Jira Workflows

    Skills you'll gain: Jira (Software), Workflow Management, No-Code Development, Business Process Automation, Automation, Process Optimization, Debugging, Performance Improvement, Process Improvement and Optimization, Process Improvement, Process Analysis, Consolidation, Issue Tracking, Auditing, Root Cause Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Social Media Analytics and Sentiment Insights

    Skills you'll gain: Content Scheduling, Social Media Marketing, Content Performance Analysis, Social Media Analytics, Social Media Management, Social Media Campaigns, Social Media Content, Digital Media Strategy, Social Media Strategy, Customer Engagement, Digital Marketing, Content Optimization, Performance Analysis, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Relationship Management, Web Analytics, Marketing Communications, Analytics, Market Data

    Beginner · Course · 1 - 3 Months

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    Siemens

    응용 전산 유체 역학

    Skills you'll gain: Engineering Analysis, Thermal Management, Simulation and Simulation Software, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling, Model Optimization

    Intermediate · Course · 1 - 3 Months

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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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    Google Cloud

    Introduction to Vertex AI Studio - Bahasa Indonesia

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Prompt Engineering Tools, Multimodal Prompts, Prompt Engineering, Model Optimization, Google Cloud Platform, Fine-tuning, Prototyping, Product Lifecycle Management, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Crea apps basadas en IA generativa en Google Cloud

    Skills you'll gain: LLM Application, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, Prompt Patterns, Google Cloud Platform, Large Language Modeling, Prompt Engineering Tools, Application Deployment, Model Optimization

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, Model Training, Data Preprocessing, Cloud Deployment, Data Processing, Embeddings, Deep Learning, Model Optimization, Applied Machine Learning, Data Transformation, Artificial Neural Networks, AI Workflows

    Intermediate · Course · 1 - 3 Months

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    Coursera

    زيادة عدد المتابعين عبر البحث عن الكلمات الرئيسية والهاشتاغ

    Skills you'll gain: Social Media Management, Social Media Content, Content Performance Analysis, Instagram, Social Media, Social Media Marketing, Content Optimization, Growth Strategies, Social Media Analytics, Social Media Strategy, Keyword Research, Drive Engagement, User Accounts

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    Transformers and NLP: Fine-Tuning Models with Hugging Face

    Skills you'll gain: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, LLM Application, Generative Model Architectures, Data Preprocessing, Data Pipelines, Version Control, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

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

  • Python Machine Learning By Example: Packt
  • Vector Database Foundations and Core Concepts: Coursera
  • Introdução à Mobilidade Aérea Urbana: Instituto Tecnológico de Aeronáutica
  • Automate, Debug, and Optimize Jira Workflows: Coursera
  • Social Media Analytics and Sentiment Insights: Coursera
  • 응용 전산 유체 역학: Siemens
  • Optimizing Your Google Cloud Costs 日本語版: Google Cloud
  • Introduction to Vertex AI Studio - Bahasa Indonesia: Google Cloud
  • Crea apps basadas en IA generativa en Google Cloud: Google Cloud
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro: Google Cloud

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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