Data Engineering Podcast

JUNE 1, 2020

You’ll build up your portfolio of machine learning projects and gain hands-on experience in writing machine learning algorithms, deploying models into production, and managing the lifecycle of a deep learning prototype.

Data Lake 100

Data Lake Database Building Lambda Architecture 100

Pinterest Engineering

MAY 2, 2023

Try out various event selection algorithms. However, in the future, we’d like to experiment with our event selection algorithm (for example, instead of selecting the last N events, we could select the “most relevant” N events). For now, our user sequences are based on the last N events of a user.

Lambda Architecture 90

Lambda Architecture Datasets Software Engineer Software Engineering 90

Knowledge Hut

MAY 2, 2024

MLlib has multiple algorithms for Supervised and Unsupervised ML which can scale out on a cluster for classification, regression, clustering, collaborative filtering. Some of these algorithms are also applicable to streaming data. This is achieved through recommendation engines built on Machine learning algorithms and Spark MLlib.

Scala 52

Scala Hospitality Machine Learning Healthcare 52

ProjectPro

AUGUST 24, 2021

The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data. They rely on Data Scientists who use machine learning and deep learning algorithms on their datasets to improve such decisions, and data scientists have to count on Big Data Tools when the dataset is huge.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

Knowledge Hut

OCTOBER 30, 2023

This project is a Lambda Architecture program that tracks Chicago's streets' traffic conditions, including congestion and safety. Your user behavior modeling system will be built using big data algorithms. There are many uses and benefits for real-time traffic simulation and prediction projects using big data.

Big Data 52

Big Data Coding Project Medical 52