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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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    Whizlabs

    Azure AI & ML: Optimize Language Models for AI Applications

    Skills you'll gain: MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Large Language Modeling, Continuous Monitoring, Generative AI, Performance Tuning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced vSphere 8.x Features & Virtualization Management

    Skills you'll gain: VMware ESX Servers, Virtual Machines, Performance Tuning, Virtualization, Servers, Capacity Management, System Monitoring, Data Migration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Google Cloud

    Optimizing Applications Using Cloud Profiler

    Skills you'll gain: Performance Tuning, Google Cloud Platform, Performance Testing, Application Performance Management, Cloud Applications, Cloud Computing, Server Side

    Beginner · Project · Less Than 2 Hours

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    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Amazon Elastic Compute Cloud, Continuous Deployment, Continuous Integration, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    NVIDIA: LLM Experimentation, Deployment, and Ethical AI

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Artificial Intelligence, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Tensorflow, Information Privacy, Machine Learning, A/B Testing, Deep Learning, Version Control, Performance Tuning, Scalability

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: OpenAI, Large Language Modeling, Real Time Data, Performance Testing, LLM Application, Data Manipulation, Generative AI, Python Programming, Customer Analysis, Data Analysis, Machine Learning, JSON

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Advanced UI with Material 3: Customization & Performance

    Skills you'll gain: Responsive Web Design, UI Components, User Interface (UI) Design, Application Design, User Interface and User Experience (UI/UX) Design, Figma (Design Software), Performance Tuning, Prototyping, Design

    Intermediate · Guided Project · Less Than 2 Hours

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    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Random Forest Algorithm, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Predictive Modeling, Decision Tree Learning, Performance Tuning, Regression Analysis

    3.6
    Rating, 3.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimization of SQL query Tuning and Performance

    Skills you'll gain: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Database Development, Databases, PostgreSQL, Data Access

    3.2
    Rating, 3.2 out of 5 stars
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    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Board Infinity

    Master Performance Optimization and Utilities in Teradata

    Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Cloud SQL for PostgreSQL Database Observability and Tuning

    Skills you'll gain: PostgreSQL, Performance Tuning, Database Management, Google Cloud Platform, Operational Databases, SQL, Database Application, Data Management, Data Analysis

    Beginner · Project · Less Than 2 Hours

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 2

    Skills you'll gain: Large Language Modeling, Data Management, Data Validation, Data Cleansing, Natural Language Processing, MLOps (Machine Learning Operations), Data Transformation, Verification And Validation, Data Quality, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

Searches related to hyperparameter tuning

hyperparameter tuning with keras tuner
improving deep neural networks: hyperparameter tuning, regularization and optimization
1…8910…73

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

  • Azure AI & ML: Optimize Language Models for AI Applications: Whizlabs
  • Advanced vSphere 8.x Features & Virtualization Management: Board Infinity
  • Optimizing Applications Using Cloud Profiler: Google Cloud
  • AWS: Model Training , Optimization & Deployment: Whizlabs
  • NVIDIA: LLM Experimentation, Deployment, and Ethical AI: Whizlabs
  • GenAI For Business Analysis: Fine-Tuning LLMs: Coursera
  • Advanced UI with Material 3: Customization & Performance: Coursera
  • Advanced Machine Learning Algorithms: Fractal Analytics
  • Optimization of SQL query Tuning and Performance: Coursera
  • Master Performance Optimization and Utilities in Teradata: Board Infinity

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