IoT Worlds

Machine Learning

What Is Data Version Control (DVC)?

Federico Pacifici
Data Version Control (DVC) is a way of controlling and maintaining the content of a website. Instead of having separate files in every development branch, it is used to control all the content. Git, for...

What is Jupyter?

Federico Pacifici
Jupyter is a web-based interactive computational environment that enables you to write notebook documents using many programming languages. It also supports version control and is platform-independent. It’s easy to use and is great for collaborative...

What is Dataiku?

Federico Pacifici
Dataiku is a machine learning and artificial intelligence company that was founded in 2013. The company recently announced an investment from CapitalG, the Alphabet Inc.-funded fund. That investment put Dataiku on the unicorn list. It...

What Is Kubeflow?

Federico Pacifici
Kubeflow is a free machine learning platform that enables you to create machine learning pipelines and complicated workflows. It is based on a method developed internally by Google to deploy TensorFlow models, known as TensorFlow...

MLOps and DataRobot

Federico Pacifici
MLOps is a model-lifecycle management (MLM) system for production applications. It streamlines model deployment and helps minimize deployment risks, ensuring that the right stakeholders sign off on each model prior to deployment. MLOps also enables...

Model Registry in MLflow | Full Guide

Federico Pacifici
MLflow is an open-source machine learning framework that enables you to build, run, and analyze ML experiments. The software’s main drawbacks are its lack of full user management features and lack of an easy way...

Google LaMDA Chatbot

Federico Pacifici
Google has created a machine learning model called LaMDA, which stands for Language Model for Dialogue Applications. The model mimics human speech and is trained to consider role consistency. It is the most advanced AI...
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