Towards Data Science

FEBRUARY 9, 2024

Data Store Another significant change from 2021 to 2024 lies in the shift from “Data Warehouse” to “Data Store,” acknowledging the expanding database horizon, including the rise of Data Lakes. Streamlit has been so impressive that Snowflake acquired the company for nearly $1B in 2022.

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Building Transportation Data Lake Metadata 79

phData: Data Engineering

JANUARY 3, 2022

What is Data Engineering? Everything You Need to Know in 2022 Nick Goble January 4, 2022 It’s easy to overlook the amount of data that’s being generated every day — from your smartphone, your Zoom calls, to your Wi-Fi-connected dishwasher. Table of Contents What is Data Engineering What is Data Governance?

Data Engineering 52

Data Engineering Data Engineer Engineering Data Governance 52

Cloudera

SEPTEMBER 15, 2022

July brings summer vacations, holiday gatherings, and for the first time in two years, the return of the Massachusetts Institute of Technology (MIT) Chief Data Officer symposium as an in-person event. A key area of focus for the symposium this year was the design and deployment of modern data platforms. What is a data fabric?

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Data Lake Analytics Application Cloud Storage Architecture 81

Snowflake

JUNE 27, 2023

Between when we began tracking the SPI on August 25, 2022 to April 30, 2023, query duration time improved by 15 percent for customers’ stable workloads in Snowflake. Additional pruning features, now GA, help reduce the need to scan across entire data sets, thereby enabling faster searches.

Data Governance 57

Data Governance Unstructured Data Government SQL 57

Cloudera

SEPTEMBER 9, 2022

Imagine having self-service access to all business data, anywhere it may be, and being able to explore it all at once. Imagine quickly answering burning business questions nearly instantly, without waiting for data to be found, shared, and ingested. This is the promise of the modern data lakehouse architecture.

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Architecture Metadata Unstructured Data Machine Learning 100

AltexSoft

JUNE 26, 2023

Commonly, the entire flow is fully automated and consists of three main steps — data extraction, transformation, and loading ( ETL or ELT , for short, depending on the order of the operations.) Dive deeper into the subject by reading our article Data Integration: Approaches, Techniques, Tools, and Best Practices for Implementation.

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

Monte Carlo

AUGUST 19, 2023

Frequently Asked Questions What is a data platform? To make things a little easier, I’ve outlined the six must-have layers you need to include in your data platform and the order in which many of the best teams choose to implement them. It depends.

Building 52

Building BI Data Lake Data Governance 52

AltexSoft

AUGUST 22, 2022

The landscape of enterprise data is fragmented. According to Flexera’s 2022 State of the Cloud Report , 89 percent of respondents have a multi-cloud strategy with 80 percent having a hybrid cloud approach in place. Organizations have data stored in public and private clouds, as well as in various on-premises data repositories.

Architecture 52

Architecture Metadata Data Lake Machine Learning 52

Snowflake

JANUARY 26, 2023

The growth of Snowflake Marketplace indicates a huge appetite for third-party data, services, applications, and secure data sharing with stable edges, defined as continuous data-sharing connections between two or more Snowflake accounts, growing 112% year over year (as of July 31, 2022).*

Retail 64

Retail Healthcare Unstructured Data Media 64

Monte Carlo

JUNE 27, 2023

The Snowflake CEO wasted no time outlining Snowflake’s evolution and expanded ambition, “Most in this room are doing data warehousing. These days we view data warehousing as a particular kind of workload.” He then went on to list Snowflake’s data lake, transactional (Unistore), hybrid, and collaborative (Data Sharing) capabilities.

Data Lake 59

Data Lake Government SQL Unstructured Data 59

AltexSoft

NOVEMBER 23, 2021

Not to mention that additional sources are constantly being added through new initiatives like big data analytics , cloud-first, and legacy app modernization. To break data silos and speed up access to all enterprise information, organizations can opt for an advanced data integration technique known as data virtualization.

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Process Data Lake Metadata Data Warehouse 69

ProjectPro

JANUARY 19, 2022

The Bureau of Labor Statistics (BLS) states that data-related professions will rise by 12% by 2028 , resulting in 546,200 new jobs. In every case, data engineering is expected to be one of the most in-demand professions in 2022 and beyond. Table of Contents Who is an Azure Data Engineer?

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Data Engineering Data Engineer Engineering Scala 52

ProjectPro

JULY 27, 2021

Relational Database Management Systems (RDBMS) Non-relational Database Management Systems Relational Databases primarily work with structured data using SQL (Structured Query Language). SQL works on data arranged in a predefined schema. Non-relational databases support dynamic schema for unstructured data.

Data Engineering 40

Data Engineering Data Engineer Engineering Hadoop 40

Edureka

FEBRUARY 7, 2023

By 2028 , the number of jobs involving data will rise by 12% , according to the Bureau of Labor Statistics. More than 546,200 new roles related to big data will result from this. The most sought-after jobs as a professor by the end of 2022 will be those as an Azure data engineer.

Data Engineering 52

Data Engineering Data Engineer Engineering Programming Language 52

Knowledge Hut

JULY 24, 2023

In today’s data-driven world, the future of SQL is entwined with the future of databases and becoming highly significant. billion in 2022 to $154.6 However, SQL is still widely used and will continue to play a vital role in data management. According to recent studies, the global database market will grow from USD 63.4

Database 52

Database SQL Process NoSQL 52

AltexSoft

JULY 29, 2022

a runtime environment (sandbox) for classic business intelligence (BI), advanced analysis of large volumes of data, predictive maintenance , and data discovery and exploration; a store for raw data; a tool for large-scale data integration ; and. a suitable technology to implement data lake architecture.

Hadoop 59

Hadoop Big Data Google Cloud NoSQL 59

ProjectPro

FEBRUARY 21, 2023

Although challenging, a career in data engineering can be rewarding. Data engineers and their skills play a crucial role in the success of an organization by making it easier for data scientists , data analysts , and decision-makers to access the data they need to do their jobs.

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Certification Data Engineering Data Engineer Engineering 52