Snowflake

NOVEMBER 2, 2023

And, since historically tools and commercial platforms were often designed to align with one specific architecture pattern, organizations struggled to adapt to changing business needs – which of course has implications on data architecture.

Data Lake 115

Data Lake Data Warehouse Cloud Unstructured Data 115

Towards Data Science

DECEMBER 4, 2023

Anyways, I wasn’t paying enough attention during university classes, and today I’ll walk you through data layers using —  guess what  —  an example. Business Scenario & Data Architecture Imagine this: next year, a new team on the grid, Red Thunder Racing, will call us (yes, me and you) to set up their new data infrastructure.

Data Engineering 98

Data Engineering Data Engineer Engineering Data Lake 98

AltexSoft

FEBRUARY 11, 2023

This specialist works closely with people on both business and IT sides of a company to understand the current needs of the stakeholders and help them unlock the full potential of data. To get a better understanding of a data architect’s role, let’s clear up what data architecture is.

Data Architect 87

Data Architect Certification Generalist Big Data 87

Data Engineering Weekly

DECEMBER 16, 2024

Evolution of Data Lake Technologies The data lake ecosystem has matured significantly in 2024, particularly in table formats and storage technologies. S3 Tables and Cloud Integration AWS’s introduction of S3 Tables marked a pivotal shift, enabling faster queries and easier management.

Data Engineering 63

Data Engineering Data Engineer Engineering Unstructured Data 63

Data Engineering Weekly

MARCH 3, 2024

[link] Rippling: Engineering a SIEM: Rippling's security data lakehouse and modular design The two-part series from Rippling details their journey of building a custom Security Information and Event Management (SIEM) system, emphasizing an engineering-first approach for enhanced security and operational efficiency.

Data Engineering 68

Data Engineering Data Engineer Engineering Pipeline-centric 68

Knowledge Hut

DECEMBER 26, 2023

Analyzing and organizing raw data Raw data is unstructured data consisting of texts, images, audio, and videos such as PDFs and voice transcripts. The job of a data engineer is to develop models using machine learning to scan, label and organize this unstructured data.

Data Engineering 98

Data Engineering Data Engineer Engineering Hadoop 98

Knowledge Hut

JUNE 23, 2023

Go for the best courses for Data Engineering and polish your big data engineer skills to take up the following responsibilities: You should have a systematic approach to creating and working on various data architectures necessary for storing, processing, and analyzing large amounts of data. What is COSHH?

Data Engineering 52

Data Engineering Data Engineer Engineering NoSQL 52

AltexSoft

AUGUST 29, 2023

Also, data lakes support ELT (Extract, Load, Transform) processes, in which transformation can happen after the data is loaded in a centralized store. A data lakehouse may be an option if you want the best of both worlds. Unstructured data sources. Video explaining how data streaming works. Data lake on AWS.

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

ProjectPro

DECEMBER 7, 2021

The Importance of a Data Pipeline What is an ETL Data Pipeline? What is a Big Data Pipeline? Features of a Data Pipeline Data Pipeline Architecture How to Build an End-to-End Data Pipeline from Scratch? What is a Big Data Pipeline?

Data Pipeline 52

Data Pipeline Architecture Kafka AWS 52

RandomTrees

SEPTEMBER 27, 2024

Data Factory, Data Activator, Power BI, Synapse Real-Time Analytics, Synapse Data Engineering, Synapse Data Science, and Synapse Data Warehouse are some of them. With One Lake serving as a primary multi-cloud repository, Fabric is designed with an open, lake-centric architecture.

Database-centric 52

Database-centric Pipeline-centric IT BI 52

Knowledge Hut

MARCH 26, 2024

This provides opportunities for diverse and challenging projects, even for entry-level AWS solutions architect jobs. Check out the AWS Solution Architect Associate certification cost before applying. Proficiency in relevant technologies, frameworks, and architectural patterns.

Amazon Web Services 52

Amazon Web Services Google Cloud Computer Science AWS 52

Monte Carlo

JUNE 14, 2023

At the moment, this tight integration is possible because most zero-ETL architectures require both the transactional database and data warehouse to be from the same cloud provider. Some examples include AWS ( Aurora to Redshift ), GCP ( BigTable to BigQuery ) and Snowflake ( Unistore ).

Data Pipeline 52

Data Pipeline Architecture Data Lake Data Warehouse 52

AltexSoft

MARCH 30, 2023

This way, Delta Lake brings warehouse features to cloud object storage — an architecture for handling large amounts of unstructured data in the cloud. No vendor lock-in and interoperability Databricks doesn’t make you move data to a proprietary system. Databricks focuses on data engineering and data science.

Scala 64

Scala Data Lake Machine Learning BI 64

Knowledge Hut

MARCH 28, 2024

They work together with stakeholders to get business requirements and develop scalable and efficient data architectures. Role Level Advanced Responsibilities Design and architect data solutions on Azure, considering factors like scalability, reliability, security, and performance.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

ProjectPro

JANUARY 31, 2023

Big data enables businesses to get valuable insights into their products or services. Almost every company employs data models and big data technologies to improve its techniques and marketing campaigns. Most leading companies use big data analytical tools to enhance business decisions and increase revenues.

Big Data 52

Big Data Hadoop Relational Database AWS 52

ProjectPro

SEPTEMBER 26, 2021

Automated tools are developed as part of the Big Data technology to handle the massive volumes of varied data sets. Big Data Engineers are professionals who handle large volumes of structured and unstructured data effectively. A Big Data Engineer also constructs, tests, and maintains the Big Data architecture.

Big Data 52

Big Data Data Engineering Data Engineer Engineering 52

Monte Carlo

AUGUST 31, 2023

We’ll take a closer look at variables that can impact your data next. Migration to the cloud Twenty years ago, your data warehouse (a place to transform and store structured data) probably would have lived in an office basement, not on AWS or Azure. What is a decentralized data architecture?

Data Lake 52

Data Lake Data Pipeline Unstructured Data Data Warehouse 52

ProjectPro

FEBRUARY 21, 2023

AWS or Azure? With so many data engineering certifications available , choosing the right one can be a daunting task. This section mainly focuses on the three most valuable and popular vendor-specific data engineering certifications- AWS, Azure , and GCP. Cloudera or Databricks?

Certification 52

Certification Data Engineering Data Engineer Engineering 52

Databand.ai

DECEMBER 13, 2022

He also has more than 10 years of experience in big data, being among the few data engineers to work on Hadoop Big Data Analytics prior to the adoption of public cloud providers like AWS, Azure, and Google Cloud Platform. He is also an AWS Certified Solutions Architect and AWS Certified Big Data expert.

Data Engineering 52

Data Engineering Data Engineer Engineering AWS 52

ProjectPro

NOVEMBER 14, 2015

Hadoop Sample Real-Time Project #1: Hive Project - Visualising Website Clickstream Data with Apache Hadoop Problem: Ecommerce and other commercial websites track where visitors click and the path they take through the website. This data can be analysed using big data analytics to maximise revenue and profits.

Hadoop 52

Hadoop Project Big Data Healthcare 52

ProjectPro

JANUARY 19, 2022

Data engineering is a new and ever-evolving field that can withstand the test of time and computing developments. Companies frequently hire certified Azure Data Engineers to convert unstructured data into useful, structured data that data analysts and data scientists can use.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Storage 52

Knowledge Hut

FEBRUARY 7, 2023

Data Science on AWS Amazon Web Services (AWS) provides a dizzying array of cloud services, from the well-known Elastic Compute Cloud (EC2) and Simple Storage Service (S3) to platform as a service (PaaS) offering covering almost every aspect of modern computing. This includes database, software, mobile, analytics, and networking.

Data Science 52

Data Science Google Cloud Machine Learning Programming Language 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 9, 2023

It helps in the design of efficient, scalable and maintainable databases, data warehouses, and data marts. Data modeling is critical for ensuring data accuracy, consistency, and security and is used to make informed decisions about the data architecture and management of an organization.

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

AltexSoft

NOVEMBER 10, 2021

The pun being obvious, there’s more to that than just a new term: Data lakehouses combine the best features of both data lakes and data warehouses and this post will explain this all. What is a data lakehouse? Traditional data warehouse platform architecture. Data lakehouse architecture designs.

Architecture 52

Architecture Data Lake Data Warehouse Metadata 52

Knowledge Hut

NOVEMBER 28, 2023

With a plethora of new technology tools on the market, data engineers should update their skill set with continuous learning and data engineer certification programs. What do Data Engineers Do? Technical Data Engineer Skills 1.Python Knowing how to work with key-value pairs and object formats is still necessary.

Data Engineering 52

Data Engineering Data Engineer Engineering Generalist 52

Knowledge Hut

NOVEMBER 28, 2023

Computer science, mathematics, and statistics training are often required for data science positions. Data scientists do more than just model and process structured and unstructured data; they also translate the results into useful strategies for stakeholders. Average Data Scientist Pay vs.

Data Science 52

Data Science Telecommunication Recruitment Finance 52

Knowledge Hut

SEPTEMBER 26, 2023

Organizations can harness the power of the cloud, easily scaling resources up or down to meet their evolving data processing demands. Supports Structured and Unstructured Data: One of Azure Synapse's standout features is its versatility in handling a wide array of data types.

Data Lake 52

Data Lake Database-centric Machine Learning Pipeline-centric 52

Edureka

JULY 4, 2024

By letting you query data directly in the lake without the need for movement, Synapse cuts down the storage costs and eliminates data duplication. This capability fosters a more flexible data architecture where data can be processed and analyzed in its raw form. Use Databricks on AWS or GCP instead.

Data Lake 40

Data Lake Pipeline-centric Data Warehouse ETL Tools 40

Ascend.io

AUGUST 31, 2023

In the dynamic world of data, many professionals are still fixated on traditional patterns of data warehousing and ETL, even while their organizations are migrating to the cloud and adopting cloud-native data services. Central to this transformation are two shifts.

Data Lake 52

Data Lake Data Warehouse ETL Tools Data Pipeline 52

Knowledge Hut

SEPTEMBER 6, 2023

They highlight competence in data management, a pivotal requirement in today's business landscape, making certified individuals a sought-after asset for employers aiming to efficiently handle, safeguard, and optimize data operations. Skills acquired : Core data concepts. Data storage options. The demand is ever-growing.

Certification 52

Certification Database MongoDB MySQL 52

ProjectPro

MAY 31, 2021

Learnings from the Project: This project will introduce you to various applications of AWS services. Tech Stack: Language: Python Libraries: Flask, gunicorn, scipy, nltk, tqdm, numpy, joblib, pandas, scikit_learn, boto3 Services: Flask, Docker, AWS, Gunicorn Source Code: MLOps AWS Project on Topic Modeling using Gunicorn Flask 24.

Big Data 52

Big Data Coding Project Hadoop 52

ProjectPro

OCTOBER 20, 2021

Let's discuss a few of the popular ones: Google's Vertex AI Google recently unveiled their Unified MLOps & AI Platform – Vertex AI to help Data Scientists / ML Engineers increase experimentation, deploy faster and manage models better. AWS Machine Learning AWS is the most significant player in the cloud computing market.

Machine Learning 52

Machine Learning Algorithm Data Science Government 52

Snowflake

APRIL 17, 2025

At Accelerate Public Sector , hosted by Snowflake and AWS, attendees will hear from public sector experts about how organizations are using data and AI to increase efficiency, break down silos and power a more agile, mission-driven government. Hear how Snowflake customers such as Odaia are democratizing and collaborating on data.

Healthcare 82

Healthcare AWS Education Government 82