Models

Pluralsight – NLPs and Transformer Models

September 15, 2023

Pluralsight – NLPs and Transformer Models
English | Tutorial | Size: 693.75 MB

Transformers have revolutionized NLP since their inception in 2017.

Pluralsight – Exploring Generative AI Models and Architecture

August 26, 2023

Pluralsight – Exploring Generative AI Models and Architecture
English | Tutorial | Size: 137.86 MB

Explore generative AI models and architecture and apply key architectures like VAEs, Transformers, and GANs to real-world problems.

LinkedIn Learning – Essentials of MLOps with Azure 4 Spark MLflow Models and Model Registry

August 10, 2023

LinkedIn Learning – Essentials of MLOps with Azure 4 Spark MLflow Models and Model Registry
English | Tutorial | Size: 37.09 MB

This series of courses introduces you to the essentials of MLOps, the application of software engineering/devops principles to the development of machine learning applications.

Pluralsight – Building Deep Learning Models on Databricks

July 15, 2023

Pluralsight – Building Deep Learning Models on Databricks
English | Tutorial | Size: 338.61 MB

In this course, you will learn to train neural network models using TensorFlow and PyTorch, perform distributed training using the Horovod framework, and perform hyperparameter tuning using Hyperopt.

Pluralsight – Building Machine Learning Models on Databricks

July 6, 2023

Pluralsight – Building Machine Learning Models on Databricks
English | Tutorial | Size: 306.46 MB

This course will teach you how you can build and train your traditional machine learning models using the Databricks Machine Learning runtime and MLflow to manage the end-to-end machine learning lifecycle.