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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


  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Model Training, Deep Learning, Python Programming, Computer Programming, Machine Learning

    4.6 stars, 71 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (71) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • D

    DeepLearning.AI

    Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

    4.9 stars, 64K reviews, Intermediate, Course

    ★ 4.9 (64K) · Intermediate · Course

  • I

    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Fine-tuning, Large Language Modeling, Model Optimization, Prompt Engineering, Model Training, PyTorch (Machine Learning Library)

    4.5 stars, 120 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (120) · Intermediate · Course · 1 - 4 Weeks

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  • 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, 141 reviews, Intermediate, Course, 1 - 4 Weeks

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

  • E

    Edureka

    Fine-Tuning Techniques for AI Models

    Skills you'll gain: Model Training, Prompt Engineering, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Artificial Intelligence, Machine Learning, Data Quality, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • What brings you to Coursera today?

  • E

    EDUCBA

    Credit Risk Analytics

    Skills you'll gain: Operational Risk, Model Evaluation, Credit Risk, Exploratory Data Analysis, Data Preprocessing, Financial Statement Analysis, Predictive Modeling, Risk Control, Risk Management, Risk Modeling, Banking, Analysis, Financial Statements, Financial Controls, Financial Market, Logistic Regression, Analytics, Cash Flows, Working Capital, Research

    5 stars, 43 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (43) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Optimize ML Models: Hyperparameter Tuning

    Skills you'll gain: Model Optimization, Model Training, Model Evaluation, Performance Tuning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, BeeAI, Docker (Software), Deep Learning, Natural Language Processing, Python Programming

    4.7 stars, 7 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.7 (7) · Advanced · Specialization · 1 - 3 Months

  • I

    IBM

    Deep Learning with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Optimization, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Model Training, Logistic Regression, Image Analysis, Applied Machine Learning, Model Evaluation, Classification Algorithms, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    4.6 stars, 109 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (109) · Intermediate · Course · 1 - 3 Months

  • 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
  • P

    Packt

    AI Engineer Associate

    Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Keras (Neural Network Library), Fine-tuning, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Feature Engineering

    4.7 stars, 6 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (6) · Intermediate · Specialization · 1 - 3 Months

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Best Hyperparameter Tuning courses from IBM

Top-rated Hyperparameter Tuning courses offered by IBM on Coursera.

  1. 1
    Generative AI Engineering and Fine-Tuning Transformers
    IBMIntermediate1 - 4 Weeks4.5(120)IBM
  2. 2
    Generative AI Advanced Fine-Tuning for LLMs
    IBMIntermediate1 - 4 Weeks4.4(141)IBM
  3. 3
    Deep Learning with PyTorch
    IBMIntermediate1 - 3 Months4.6(109)IBM

Best Hyperparameter Tuning certificate programs

Earn a certificate in Hyperparameter Tuning from top universities and companies.

  1. 1
    Credit Risk Analytics
    EDUCBABeginner1 - 3 Months5.0(43)Specialization
  2. 2
    AI Engineer Professional
    PacktAdvanced1 - 3 Months4.7(7)Specialization
  3. 3
    AI Engineer Associate
    PacktIntermediate1 - 3 Months4.7(6)Specialization

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