KDnuggets

AUGUST 31, 2022

When building a predictive model, the quality of the results depends on the data you use. In order to do so, you need to understand the difference between training and testing data in machine learning.

Machine Learning 143

Machine Learning Data Building 143

Confluent

AUGUST 31, 2022

Kafka Raft lets you use Apache Kafka without ZooKeeper by consolidating metadata management. Here’s how you can learn and do more with KRaft.

Kafka 76

Kafka Metadata Management 76

KDnuggets

AUGUST 31, 2022

In this article, we will learn about metadata stores, the need for them, their components, and metadata store management.

Metadata 156

Metadata Machine Learning Management 156

KDnuggets

AUGUST 31, 2022

This article provides insights into how leading data scientists are embracing machine learning in their organizations and covers some of the major ML challenges and trends in the enterprise.

Machine Learning 114

Machine Learning Data 114

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Data Science

KDnuggets

AUGUST 31, 2022

The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data • 3 Ways to Append Rows to Pandas DataFrames • The Bias-Variance Trade-off • How to Package and Distribute Machine Learning Models with MLFlow.

Data Science 106

Data Science Machine Learning Data 106