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. What are the advantages of a data lake over a data warehouse if everything is being managed via SQL anyway?

Data Lake 100

Data Lake Database Building Lambda Architecture 100

Knowledge Hut

OCTOBER 30, 2023

There are many uses and benefits for real-time traffic simulation and prediction projects using big data. This project is a Lambda Architecture program that tracks Chicago's streets' traffic conditions, including congestion and safety. Big Data Cybersecurity It is among the important big data machine learning projects.

Big Data 52

Big Data Coding Project Medical 52

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). This platform is also a key component for PinnerFormer work providing real-time user sequence data.

Lambda Architecture 66

Lambda Architecture Datasets Software Engineer Software Engineering 66

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. A typical use case is building a Data Warehouse for batch processing and daily reporting.

Scala 52

Scala Hospitality Healthcare Retail 52

ProjectPro

AUGUST 24, 2021

Data Warehousing: Data warehousing utilizes and builds a warehouse for storing data. A data engineer interacts with this warehouse almost on an everyday basis. Data Analytics: A data engineer works with different teams who will leverage that data for business solutions.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52