Machine Learning
Showing 37–48 of 116 results
Finetuning Transformer Models
Master the art of LLM finetuning with LoRA, QLoRA, and Hugging Face. Learn how to prepare, train and optimize models for specific tasks efficiently.
Fraud Detection in Python
Learn how to detect fraud using Python.
Fraud Detection in R
Learn to detect fraud with analytics in R.
Fully Automated MLOps
Learn about MLOps architecture, CI/CD/CM/CT techniques, and automation patterns to deploy ML systems that can deliver value over time.
Getting Started with Natural Language Processing
Humans communicate with language, but computers communicate with data. Discover how to translate between the two in this course.
Handling Missing Data
Learn how and when to tackle missing data with deletion, single imputation, linear interpolation, and multiple imputation techniques.
HR Analytics: Predicting Employee Churn in Python
In this course youll learn how to apply machine learning in the HR domain.
HR Analytics: Predicting Employee Churn in R
Predict employee turnover and design retention strategies.
Hyperparameter Tuning in Python
Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.
Hyperparameter Tuning in R
Learn how to tune your models hyperparameters to get the best predictive results.
Image Processing in Python
Learn to process, transform, and manipulate images at your will.
Intermediate Machine Learning
Level up your machine learning skills with tuning methods, advanced models, and dimensionality reduction.