Data lakes&warehouses - Learn Data Science with Travis

Data Lake VS Data Warehouse

Towards Data Science

Data Lakes and Data Warehouses are used widely to store large amounts of data. However, they are not interchangeable terms. You will be surprised to know that both of these approaches are…

The Fundamentals of Data Warehouse + Data Lake = Lake House

Towards Data Science

With the evolution of Data Warehouses and Data Lakes, they have certainly become more specialized yet siloed in their respective landscapes over the last few years. Both data management technologies…

The Fundamentals of Data Warehouse + Data Lake = Lake House

Towards Data Science

With the evolution of Data Warehouses and Data Lakes, they have certainly become more specialized yet siloed in their respective landscapes over the last few years. Both data management technologies…

Data Lakes vs Data Warehouses

Towards Data Science

Understanding the difference between data lake and data warehouse, their benefits and how to decide which approach and strategy to use

Benefits of a Hybrid Data Lake

Towards Data Science

Both, data lakes and data warehouses are established terms when it comes to storing Big Data, but the two terms are not synonymous. A data lake is a large pool of raw data for which no use has yet…

Data Lake And Quality Assurance

Analytics Vidhya

A data lake is a centralized repository of data that allows you to store all your structured and unstructured data at any scale. You can store your data as-is, without having to first structure the…

From Data Warehouse to Data Lake to Data Lakehouse

Towards Data Science

What’s for what, what you need, and what are the advantages and limitations Before we go to Data Lake we need to go through the other Data Store technologies, to see the full picture and to understan...

Data Lake: an asset or a liability?

Towards Data Science

A Data Lake, as its name suggests, is a central repository of enterprise data that stores structured and unstructured data. The promise of a Data Lake is “to gain more visibility or put an end to…

A Gentle Introduction to Data Lakehouse

Towards Data Science

Data Lakehouse is a new data architecture that has been mentioned a lot in the past few years. It has been proposed in order to solve the pain points that old and well-established data architectures…

Hello World to Data Lakehouse with Azure Synapse Analytics

Analytics Vidhya

Data Lakehouse is a new data architecture paradigm that combines the benefits of data warehouse (transaction support, schema enforcement, BI support) and data lake (storage decoupled from compute…

The New Generation Data Lake

Towards Data Science

The volumes of data used for Machine Learning projects are relentlessly growing. Data scientists and data engineers have turned to Data Lakes to store vast volumes of data and find meaningful…

Building a Modern Data lake on Oracle Cloud Infrastructure

Oracle Developers

A Datalake is the evolution of the Data Warehouse from both an etymological and functional sense. In the past the Enterprise companies had relational databases as data sources where data was extracted...