Analytics Vidhya

MARCH 2, 2023

Introduction Data normalization is the process of building a database according to what is known as a canonical form, where the final product is a relational database with no data redundancy. More specifically, normalization involves organizing data according to attributes assigned as part of a larger data model.

Database 221

Database Relational Database Building Process 221

Team Data Science

JANUARY 8, 2021

Big Data has become the dominant innovation in all high-performing companies. Notable businesses today focus their decision-making capabilities on knowledge gained from the study of big data. Big Data gives you an advantage in competition as true for businesses as it is for professionals working in the area of analytics.

Data Engineering 130

Data Engineering Data Engineer Engineering Unstructured Data 130

Cloudera

MARCH 23, 2023

Cloudera SQL Stream Builder (SSB) gives the power of a unified stream processing engine to non-technical users so they can integrate, aggregate, query, and analyze both streaming and batch data sources in a single SQL interface. We can also query this data later, optionally with filters using SSBs REST API.

SQL 83

SQL Kafka PostgreSQL Database 83

Hevo

MARCH 28, 2024

NetSuite is a cloud-based data management tool, while SQL Server is a high-powered relational database management system. If you are trying to optimize your data management procedures by integrating data from NetSuite to SQL Server, you are in the right place.

SQL 52

SQL Relational Database Database Data 52

Data Engineering Weekly

JUNE 10, 2024

Experience Enterprise-Grade Apache Airflow Astro augments Airflow with enterprise-grade features to enhance productivity, meet scalability and availability demands across your data pipelines, and more. Databricks and Snowflake offer a data warehouse on top of cloud providers like AWS, Google Cloud, and Azure.

Data Engineering 103

Data Engineering Data Engineer Engineering Kafka 103

KDnuggets

SEPTEMBER 8, 2023

Understand the relevance of databases in data science. Also learn the fundamentals of relational databases, NoSQL database categories, and more.

Database 118

Database Data Science NoSQL Relational Database 118

Cloudera

OCTOBER 12, 2021

At the end of May, we released the second version of Cloudera SQL Stream Builder (SSB) as part of Cloudera Streaming Analytics (CSA). Since then, we have added a RESTful API as a first class citizen to SSB, doubled down on Flink SQL for defining all aspects of SQL jobs, and upgraded to Apache Flink 1.13. Flink SQL scripts.

Java 117

Java SQL Relational Database Database 117

Knowledge Hut

MARCH 12, 2024

SQL databases are one of the most widely used types of database systems available. SQL is a structured query language that these databases enable users to utilize for data management, retrieval, and storage. A number of SQL databases are available. What is SQL? What is SQLite?

SQL 52

SQL Relational Database PostgreSQL MySQL 52

AltexSoft

JUNE 7, 2021

Hadoop and Spark are the two most popular platforms for Big Data processing. They both enable you to deal with huge collections of data no matter its format — from Excel tables to user feedback on websites to images and video files. Which Big Data tasks does Spark solve most effectively? How does it work? cost-effectiveness.

Big Data Tools 98

Big Data Tools Hadoop Big Data Database-centric 98

Cloudera

JULY 15, 2019

At a time when machine learning, deep learning, and artificial intelligence capture an outsize share of media attention, jobs requiring SQL skills continue to vastly outnumber jobs requiring those more advanced skills. Influential data scientists often point to SQL as the most important yet underrated skill for anyone who works with data.

Education 60

Education Big Data Data Analysis SQL 60

Edureka

MAY 23, 2023

SQL Alchemy is a powerful and popular Python library that provides an Object-Relational Mapping (ORM) tool for working with relational databases. It serves as a bridge between Python and various database management systems, allowing developers to interact with databases using Python code.

SQL 52

SQL Relational Database Python NoSQL 52

Snowflake

AUGUST 25, 2023

Code Llama models outperform Llama2 models by 11-30 percent-accuracy points on text-to-SQL tasks and come very close to GPT4 performance. SQL—the standard programming language of relational databases—was not included in these benchmarks. We tested their skills at SQL generation by using a few-shot prompt specified here.

Coding 78

Coding SQL Data Cleanse Database 78

Knowledge Hut

MARCH 14, 2024

Should that be the case, Azure SQL Database might be your best bet. Microsoft SQL Server's functionalities are fully included in Azure SQL Database, a cloud-based database service that also offers greater flexibility and scalability. In this article, I will cover the various aspects of Azure SQL Database.

Database 52

Database SQL Relational Database BI 52

Knowledge Hut

DECEMBER 26, 2023

Data science is a field of study that works with large amounts of facts and uses splitting tools and methods to uncover hidden patterns, extract useful data, and make business choices. Data scientists use complex machine learning techniques to develop prediction models. Why Should You Learn Data Science?

Data Science 98

Data Science Programming Language Deep Learning Machine Learning 98

Data Engineering Podcast

MAY 29, 2022

Summary A large fraction of data engineering work involves moving data from one storage location to another in order to support different access and query patterns. Singlestore aims to cut down on the number of database engines that you need to run so that you can reduce the amount of copying that is required.

Database 100

Database Architecture Data Architecture PostgreSQL 100

Data Engineering Podcast

FEBRUARY 27, 2022

Summary Building a data platform is a complex journey that requires a significant amount of planning to do well. In this episode Tobias Macey, the host of the show, reflects on his plans for building a data platform and what he has learned from running the podcast that is influencing his choices. That’s Timescale.

Designing 100

Designing Metadata Data Lake Relational Database 100

Knowledge Hut

APRIL 24, 2024

To understand SQL, you must first understand DBMS (database management systems) and databases in general. Data refers to a set of facts regarding a specific object. Whereas, a database refers to a set of small data units organized in a logical order. Here is the SQL Windows Function Cheat Sheet infograhics.

SQL 52

SQL MySQL Database Relational Database 52

Hevo

AUGUST 29, 2023

Adding to the Google Cloud Ready – BigQuery designation, Hevo Data has now also achieved the Google Cloud Ready – Cloud SQL designation for Cloud SQL, Google Cloud’s fully managed relational database service for MySQL, PostgreSQL, and SQL Server.

Google Cloud 52

Google Cloud SQL Cloud Designing 52

Data Engineering Podcast

DECEMBER 8, 2019

Summary Data warehouses have gone through many transformations, from standard relational databases on powerful hardware, to column oriented storage engines, to the current generation of cloud-native analytical engines. How does it compare to the other available platforms for data warehousing?

Data Warehouse 100

Data Warehouse Cloud AWS Relational Database 100

Data Engineering Podcast

JUNE 10, 2018

Summary With the increased ease of gaining access to servers in data centers across the world has come the need for supporting globally distributed data storage. With the first wave of cloud era databases the ability to replicate information geographically came at the expense of transactions and familiar query languages.

PostgreSQL 100

PostgreSQL NoSQL Relational Database SQL 100

Knowledge Hut

FEBRUARY 29, 2024

Being a data scientist means constantly growing, enabling businesses to become more data-propelled, and learning newer trends and tools. There are various excellent resources in data science that can help you to develop your skillset. So, having the right knowledge of tools and technology is important for handling such data.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

ProjectPro

MARCH 19, 2015

Big Data NoSQL databases were pioneered by top internet companies like Amazon, Google, LinkedIn and Facebook to overcome the drawbacks of RDBMS. RDBMS is not always the best solution for all situations as it cannot meet the increasing growth of unstructured data.

NoSQL 49

NoSQL Big Data SQL Database-centric 49

Marc Lamberti

NOVEMBER 23, 2022

It has no dependencies, is extremely easy to set up, and is optimized to perform queries on data. As a data analyst or a data scientist, a typical workflow is to load data from a CSV file or an S3 bucket, perform preprocessing steps and run your analysis. SQL Whether you like it or not, SQL is more alive than ever.

Datasets 130

Datasets Python SQL Database 130

François Nguyen

MARCH 22, 2021

TL;DR After setting up and organizing the teams, we are describing 4 topics to make data mesh a reality. TL;DR After setting up and organizing the teams, we are describing 4 topics to make data mesh a reality. How do we build data products ? How can we interoperate between the data domains ?

Technology 130

Technology Architecture Google Cloud Metadata 130

Data Engineering Podcast

MARCH 13, 2022

Summary Data observability is a term that has been co-opted by numerous vendors with varying ideas of what it should mean. With simple pricing, fast networking, object storage, and worldwide data centers, you’ve got everything you need to run a bulletproof data platform.

Data Lake 100

Data Lake Relational Database Data Engineering Data Engineer 100

Hevo

MAY 27, 2023

Microsoft SQL Server is a relational database management system. The purpose of the system is to manage and store information. Various business intelligence, analytics, and transaction processing operations are supported by the system. Oracle is a computer technology company known for its Java-based software and services.

SQL 52

SQL Relational Database Business Intelligence Java 52

Hevo

SEPTEMBER 24, 2023

MySQL has remained the most popularly used open-source relational database for many years and continues to maintain its dominant position in the industry. Migrating data from PostgreSQL on Google Cloud SQL to MySQL […]

Google Cloud 52

Google Cloud MySQL PostgreSQL SQL 52

Hevo

APRIL 5, 2024

Data migration between different platforms is critical to consider when generating multiple organizational strategies. One such migration involves transferring data from a cloud-based data warehousing service environment to a relational database management system.

SQL 40

SQL Relational Database Data Database 40

Striim

AUGUST 29, 2023

We are proud to announce that Striim has successfully achieved Google Cloud Ready – Cloud SQL Designation for Google Cloud’s fully managed relational database service for MySQL, PostgreSQL, and SQL Server.

Google Cloud 52

Google Cloud SQL Cloud Designing 52

ThoughtSpot

OCTOBER 27, 2023

Every business that analyzes their operational (or transactional) data needs to build a custom data pipeline involving several batch or streaming jobs to extract transactional data from relational databases , transform it, and load it into the data warehouse. Enter a name for the SQL View and click Save.

Building 97

Building MySQL Data Warehouse SQL 97

Cloudera

NOVEMBER 23, 2021

What is Cloudera Operational Database (COD)? Operational Database is a relational and non-relational database built on Apache HBase and is designed to support OLTP applications, which use big data. The operational database in Cloudera Data Platform has the following components: .

Database 93

Database Non-relational Database NoSQL Government 93

U-Next

MARCH 1, 2023

Introduction Data Engineer is responsible for managing the flow of data to be used to make better business decisions. A solid understanding of relational databases and SQL language is a must-have skill, as an ability to manipulate large amounts of data effectively. What is a data warehouse?

Data Engineering 75

Data Engineering Data Engineer Non-relational Database Engineering 75

Confluent

AUGUST 20, 2019

Traditional relational database systems are ubiquitous in software systems. They are surrounded by a strong ecosystem of tools, such as object-relational mappers and schema migration helpers. Today’s businesses, however, want to process ever-increasing amounts of data. All of these are enforced by relational databases.

Kafka 22

Kafka Systems Building Relational Database 22

Knowledge Hut

JULY 24, 2023

The future of SQL (Structured Query Language) is a scalding subject among professionals in the data-driven world. As data generation continues to skyrocket, the demand for real-time decision-making, data processing, and analysis increases. According to recent studies, the global database market will grow from USD 63.4

Database 52

Database SQL Process NoSQL 52

ProjectPro

DECEMBER 17, 2021

Data science and artificial intelligence might be the buzzwords of recent times, but they are of no value without the right data backing them. The process of data collection has increased exponentially over the last few years. Table of Contents Why SQL for Data Science? What is SQL? Why SQL for Data Science?

Data Science 52

Data Science SQL NoSQL Programming Language 52

Monte Carlo

MAY 9, 2023

Judging by the conversations happening across the data engineering community, you’d think every team was in the midst of adopting an advanced data mesh architecture or weaving an industry-leading data fabric. Or that these innovative leaders only permit the latest and greatest tools and platforms to populate their data stacks.

MySQL 52

MySQL Database SQL Relational Database 52

Knowledge Hut

DECEMBER 27, 2023

SQL The computer language SQL, or Structured Query Language, is used to store, manipulate, and retrieve data from relational databases. The preferred language for Relational Database Systems is SQL. According to Robert Half, big data engineers make a median national salary of $163,000.

Software Engineer 98

Software Engineer Software Engineering Engineering Programming Language 98