This guided project aims to empower data professionals to build tidy machine-learning models in R. In this 2-hour project-based course, you will be working in the context of a real-world scenario as part of a data-science team tasked with reducing hospital readmissions for a leading healthcare organization. Through hands-on practice, you’ll learn to preprocess clinical data … [Read more...] about Tidymodels in R: Building tidy machine learning models
Machine Learning
GenAI for IT Project Managers
"GenAI for IT Project Managers" is designed to introduce IT project managers to the revolutionary world of GenAI technologies. This course provides an essential understanding of how GenAI can be integrated into IT project management to enhance efficiency, decision-making, and innovation. The content is tailored specifically for IT project managers who are looking to incorporate … [Read more...] about GenAI for IT Project Managers
Fine Tune BERT for Text Classification with TensorFlow
This is a guided project on fine-tuning a Bidirectional Transformers for Language Understanding (BERT) model for text classification with TensorFlow. In this 2.5 hour long project, you will learn to preprocess and tokenize data for BERT classification, build TensorFlow input pipelines for text data with the tf.data API, and train and evaluate a fine-tuned BERT model for text … [Read more...] about Fine Tune BERT for Text Classification with TensorFlow
TensorFlow for Beginners: Basic Binary Image Classification
The goal of this project is to introduce beginners to the basic concepts of machine learning using TensorFlow. The project will include, how to set up the tool and get started as well as understanding the fundamentals of machine learning/neural network model and its key concepts. Learning how to use TensorFlow for implementing machine learning algorithms, data preprocessing, … [Read more...] about TensorFlow for Beginners: Basic Binary Image Classification
MLOps in R: Deploying machine learning models using vetiver
Did you know that over 70% of machine learning models never make it into production? Are you ready to defy the odds and become a master at deploying machine learning models in R? This Guided Project was created to help data professionals accomplish efficient model deployment using Vetiver in R. More specifically, in this 2-hour long project-based course, you will learn how to … [Read more...] about MLOps in R: Deploying machine learning models using vetiver
