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  2. 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


  • B

    Board Infinity

    AI Phishing Detection: Build a Machine Learning System

    Skills you'll gain: Email Security, Threat Detection, Model Deployment, MLOps (Machine Learning Operations), AI Security, Model Evaluation, Model Training, Feature Engineering, Applied Machine Learning, Text Mining, Cybersecurity, Machine Learning, Data Preprocessing, Authentications

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • B

    Board Infinity

    Fine-Tune Your Own LLM: LoRA, QLoRA & PEFT

    Skills you'll gain: Fine-tuning, Large Language Modeling, LLM Application, Hugging Face, Retrieval-Augmented Generation, Debugging, Model Training, Model Deployment, Model Optimization, Model Evaluation, Data Transformation, Data Cleansing, Natural Language Processing, Data Validation, Memory Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Model Optimization, Model Training, Model Evaluation

    4.4 stars, 138 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (138) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Boost Siebel Performance Fast

    Skills you'll gain: Performance Tuning, Service Level, Application Performance Management, Verification And Validation, Performance Analysis, Performance Improvement, Change Control, Performance Measurement, System Configuration, Incident Management, Client Support, Systems Analysis, SQL, IT Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • M

    Microsoft

    Advanced DAX and Performance Optimization

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Microsoft Copilot, Business Intelligence

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Azure ML Bootcamp: Machine Learning on the Cloud

    Skills you'll gain: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Machine Learning Algorithms, Fine-tuning, Data Quality, Classification Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Experiment Management, Tuning & Debugging

    Skills you'll gain: Fine-tuning, Model Optimization, MLOps (Machine Learning Operations), Large Language Modeling, PyTorch (Machine Learning Library), Deep Learning, Model Training, Hugging Face, AI Workflows, Debugging, Performance Tuning, Data Pipelines, Model Evaluation, Cloud Computing, Machine Learning, Data Storage Technologies, Data Science, Computer Science

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Random Forest Algorithm, Algorithms, Predictive Modeling

    3.7 stars, 15 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.7 (15) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    The Oracle Database Performance Tuning Course

    Skills you'll gain: Data Maintenance, Event Monitoring, Memory Management

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Excel Formulas for Peak Performance

    Skills you'll gain: Excel Formulas, Consolidation, Microsoft Excel, Model Optimization, Performance Tuning, Process Optimization, Performance Improvement, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Model Deployment, Development Environment, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Microsoft SQL Server: Performance Tuning Essentials

    Skills you'll gain: Microsoft SQL Servers, Performance Tuning, SQL, Database Management, Query Languages

    4.4 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (11) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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