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  • Hyperparameter Tuning

Hyperparameter Tuning Courses

Hyperparameter tuning courses can help you learn techniques for optimizing model performance, understanding overfitting and underfitting, and applying cross-validation methods. You can build skills in parameter selection, grid search, and random search strategies to enhance your machine learning projects. Many courses introduce tools like Scikit-learn, TensorFlow, and Keras, showing how to implement these tuning techniques effectively in artificial intelligence and AI applications.


Popular Hyperparameter Tuning Courses and Certifications


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    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Building Batch Data Pipelines on GCP en Español

    Skills you'll gain: Data Pipelines, Extract, Transform, Load, Dataflow, Google Cloud Platform, Data Processing, Apache Airflow, Apache Spark, Apache Hadoop, Serverless Computing, Data Transformation, Data Migration, Big Data, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Réseaux neuronaux et Deep Learning

    Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning, Performance Tuning, Machine Learning Algorithms, Python Programming, NumPy, Linear Algebra, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Структурирование проектов по машинному обучению

    Skills you'll gain: Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Simulations, Machine Learning, Statistical Machine Learning, Estimation, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Status: Free Trial
    Free Trial
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    Google Cloud

    AI Infrastructure: Cloud TPUs

    Skills you'll gain: Tensorflow, Google Cloud Platform, Cloud Infrastructure, Cloud Computing Architecture, Performance Tuning, Business Workflow Analysis, Interoperability, Product Demonstration, Performance Improvement, Benchmarking

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Intro to Federated Learning

    Skills you'll gain: Large Language Modeling, PyTorch (Machine Learning Library), Secure Coding, Personally Identifiable Information, Information Privacy, Distributed Computing, Machine Learning

    Beginner · Project · Less Than 2 Hours

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    DeepLearning.AI

    Prompt Compression and Query Optimization

    Skills you'll gain: Prompt Engineering, MongoDB, Operational Databases, Query Languages, Metadata Management, Performance Tuning, Large Language Modeling, Data Pipelines

    Intermediate · Project · Less Than 2 Hours

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    Alibaba Cloud Academy

    Development and Operation on Alibaba Cloud

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, Kubernetes, Terraform, Prometheus (Software), Cloud Computing, Performance Tuning, Application Performance Management, Cloud Management, Cloud Applications, DevOps, Scalability, Infrastructure As A Service (IaaS), Performance Testing, Cloud Computing Architecture, Database Management, Cloud Platforms, Operating Systems, Web Development

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Natural Language Processing

    3.2
    Rating, 3.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Oracle RAC Core Concepts and Setup

    Skills you'll gain: Oracle Databases, Performance Tuning, Database Architecture and Administration, Virtual Machines, Software Installation, Database Management, Data Storage, System Configuration, Network Administration, Disaster Recovery

    Intermediate · Course · 1 - 3 Months

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    Packt

    Blender to Unreal Engine - 3D Plants and Vegetation

    Skills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Computer Graphics, Computer Graphic Techniques, Visualization (Computer Graphics), Virtual Environment, Animations, Virtual Reality, Performance Tuning

    Intermediate · Specialization · 3 - 6 Months

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    Free Trial
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    Microsoft

    Manage Resources in Azure

    Skills you'll gain: Microsoft Azure, Cloud Management, Application Deployment, Cloud Computing, Windows PowerShell, Cloud Services, Infrastructure As A Service (IaaS), Software As A Service, Virtual Machines, Platform As A Service (PaaS), Resource Management, Command-Line Interface, Verification And Validation

    5
    Rating, 5 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

Searches related to hyperparameter tuning

hyperparameter tuning with keras tuner
improving deep neural networks: hyperparameter tuning, regularization and optimization
1…353637…73

In summary, here are 10 of our most popular hyperparameter tuning courses

  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Building Batch Data Pipelines on GCP en Español: Google Cloud
  • Réseaux neuronaux et Deep Learning: DeepLearning.AI
  • Структурирование проектов по машинному обучению: DeepLearning.AI
  • AI Infrastructure: Cloud TPUs: Google Cloud
  • Intro to Federated Learning: DeepLearning.AI
  • Prompt Compression and Query Optimization: DeepLearning.AI
  • Development and Operation on Alibaba Cloud: Alibaba Cloud Academy
  • H2O ai Large Language Models (LLMs) - Level 1: H2O.ai
  • Oracle RAC Core Concepts and Setup: Packt

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