Introduction to Databases in Data Science
KDnuggets
SEPTEMBER 8, 2023
Understand the relevance of databases in data science. Also learn the fundamentals of relational databases, NoSQL database categories, and more.
This site uses cookies to improve your experience. By viewing our content, you are accepting the use of cookies. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country we will assume you are from the United States. View our privacy policy and terms of use.
KDnuggets
SEPTEMBER 8, 2023
Understand the relevance of databases in data science. Also learn the fundamentals of relational databases, NoSQL database categories, and more.
Hevo
MAY 24, 2023
Data drives the business world, and a significant amount of that data is unstructured. This implies that traditional relational databases can not cater to the needs of organizations seeking to store and manipulate this unstructured data. NoSQL Databases […]
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
Knowledge Hut
MARCH 27, 2024
Think of a database as a smart, organized library that stores and manages information efficiently. On the other hand, data structures are like the tools that help organize and arrange data within a computer program. What is a Database? SQL, or structured query language, is widely used for writing and querying data.
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
KDnuggets
FEBRUARY 15, 2022
From Oracle, to NoSQL databases, and beyond, read about data management solutions from the early days of the RBDMS to those supporting AI applications.
Knowledge Hut
APRIL 25, 2024
Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. It is especially true in the world of big data. It is especially true in the world of big data. What Are Big Data T echnologies?
Knowledge Hut
JULY 26, 2023
Database applications have become vital in current business environments because they enable effective data management, integration, privacy, collaboration, analysis, and reporting. Database applications also help in data-driven decision-making by providing data analysis and reporting tools.
Rockset
JULY 6, 2022
This is the fifth post in a series by Rockset's CTO and Co-founder Dhruba Borthakur on Designing the Next Generation of Data Systems for Real-Time Analytics. Similarly, databases are only useful for today’s real-time analytics if they can be both strict and flexible. Traditionally, schemas are strictly enforced.
Cloudera
NOVEMBER 30, 2022
What is CDP Operational Database (COD). CDP Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution. It helps developers automate and simplify database management with capabilities like auto-scale, and is fully integrated with Cloudera Data Platform (CDP).
Hevo
APRIL 30, 2024
MongoDB is a popular NoSQL database that requires data to be modeled in JSON format. If your application’s data model has a natural fit to MongoDB’s recommended data model, it can provide good performance, flexibility, and scalability for transaction types of workloads.
Pinterest Engineering
MAY 13, 2024
The subsequent blog post will delve into how we looked into our specific needs, evaluated multiple candidates and decided on the adoption of a new database technology. Overview of HBase at Pinterest Introduced in 2013, HBase was Pinterest’s first NoSQL datastore.
Christophe Blefari
OCTOBER 20, 2023
Read my dbt multi-project guide 📺 On the content side I'll also present next week the Fancy Data Stack project at the Data Engineering And Machine Learning Summit 2023 organised by Seattle Data Guy. a lea prepare command that creates database objects that needs to be created (dataset, schema, etc.).
Jesse Anderson
SEPTEMBER 14, 2023
There has been quite a bit of writing covering GPT and LLMs from data science and business perspectives. I haven’t seen much from the data engineering side. Let me share my perspective, having been in data and AI for a while and using LLMs before they became popular. How can we use LLMs in data engineering? Be careful.
Analytics Vidhya
FEBRUARY 22, 2023
Introduction Data replication is also known as database replication, which is copying data to ensure that all information remains consistent across all data resources in real-time. data replication is like a safety net that keeps your information safe from disappearing or falling through the cracks.
Rockset
JULY 21, 2022
Jeremy Evans, Co-founder and CTO, Savvy At Savvy , we have a lot of responsibility when it comes to data. However, delivering rich and timely insights was a challenge for us from the start, as our original platform was great at ingesting data, but not so great at analyzing and reporting. Rockset was incredibly easy to get started.
Data Engineering Podcast
MARCH 11, 2018
Summary As software lifecycles move faster, the database needs to be able to keep up. Practices such as version controlled migration scripts and iterative schema evolution provide the necessary mechanisms to ensure that your data layer is as agile as your application. You first co-authored Refactoring Databases in 2006.
Data Engineering Podcast
APRIL 22, 2019
Summary One of the biggest challenges for any business trying to grow and reach customers globally is how to scale their data storage. FaunaDB is a cloud native database built by the engineers behind Twitter’s infrastructure and designed to serve the needs of modern systems.
ProjectPro
MAY 13, 2015
MongoDB is one of the hottest IT tech skills in demand with big data and cloud proliferating the market. Table of Contents MongoDB NoSQL Database Certification- Hottest IT Certifications of 2015 MongoDB-NoSQL Database of the Developers and for the Developers MongoDB Certification Roles and Levels Why MongoDB Certification?
Cloudera
FEBRUARY 26, 2021
Cloudera Operational Database is an operational database-as-a-service that brings ease of use and flexibility to Apache HBase. Cloudera Operational Database enables developers to quickly build future-proof applications that are architected to handle data evolution. Step 2: Create a database. Run your application.
Knowledge Hut
MAY 9, 2024
Data Science, with its interdisciplinary approach, combines statistics, computer science, and domain knowledge and has opened up a world of exciting and lucrative career opportunities for professionals with the right skills and expertise. The market is flooding with the highest paying data science jobs. What is Data Science?
Towards Data Science
JANUARY 16, 2024
My personal take on justifying the existence of Data Mesh A senior stakeholder at one my projects mentioned that they wanted to decentralise their data platform architecture and democratise data across the organisation. When I heard the words ‘decentralised data architecture’, I was left utterly confused at first!
Knowledge Hut
APRIL 23, 2024
In the modern data-driven landscape, organizations continuously explore avenues to derive meaningful insights from the immense volume of information available. Two popular approaches that have emerged in recent years are data warehouse and big data. Data warehousing offers several advantages.
Hevo
MAY 10, 2024
Being a cross-platform document-first NoSQL database program, MongoDB operates on JSON-like documents. On the other hand, JDBC is a Java application programming interface (API) used while executing queries in association with the database.
Precisely
DECEMBER 28, 2023
The concept of streaming data was born of necessity. But insights derived from day-old data don’t cut it. Business success is based on how we use continuously changing data. That’s where streaming data pipelines come into play. What is a streaming data pipeline? How do streaming data pipelines work?
Knowledge Hut
MAY 31, 2023
In today's digital age, data is a critical asset for any business or organization. However, managing data can be a challenging task, especially when dealing with large amounts of information. This is where database management systems come in handy. So, let's look at some top database project ideas. So, Let's get started!
Knowledge Hut
DECEMBER 21, 2023
In the present-day world, almost all industries are generating humongous amounts of data, which are highly crucial for the future decisions that an organization has to make. This massive amount of data is referred to as “big data,” which comprises large amounts of data, including structured and unstructured data that has to be processed.
Data Engineering Podcast
AUGUST 19, 2018
Summary The way that you store your data can have a huge impact on the ways that it can be practically used. In addition he talks about the challenges of building a distributed, consistent database and the tradeoffs that were made to make DGraph a reality. However, it can be tough learning it when you’re just starting out.
Knowledge Hut
DECEMBER 26, 2023
According to the World Economic Forum, the amount of data generated per day will reach 463 exabytes (1 exabyte = 10 9 gigabytes) globally by the year 2025. Thus, almost every organization has access to large volumes of rich data and needs “experts” who can generate insights from this rich data.
Knowledge Hut
NOVEMBER 3, 2023
The need for efficient and agile data management products is higher than ever before, given the ongoing landscape of data science changes. MongoDB is a NoSQL database that’s been making rounds in the data science community. Let us see where MongoDB for Data Science can help you.
Monte Carlo
JANUARY 5, 2024
You know what they always say: data lakehouse architecture is like an onion. …ok, Data lakehouse architecture combines the benefits of data warehouses and data lakes, bringing together the structure and performance of a data warehouse with the flexibility of a data lake. ok, so maybe they don’t say that.
Monte Carlo
JANUARY 5, 2024
You know what they always say: data lakehouse architecture is like an onion. …ok, Data lakehouse architecture combines the benefits of data warehouses and data lakes, bringing together the structure and performance of a data warehouse with the flexibility of a data lake. ok, so maybe they don’t say that.
Data Engineering Podcast
APRIL 14, 2024
Summary Databases come in a variety of formats for different use cases. The default association with the term "database" is relational engines, but non-relational engines are also used quite widely. Datafold has recently launched data replication testing, providing ongoing validation for source-to-target replication.
Knowledge Hut
APRIL 26, 2024
In the age of big data processing, how to store these terabytes of data surfed over the internet was the key concern of companies until 2010. Now that the issue of storage of big data has been solved successfully by Hadoop and various other frameworks, the concern has shifted to processing these data.
Knowledge Hut
JANUARY 18, 2024
Data science is a multidisciplinary field that combines computer programming, statistics, and business knowledge to solve problems and make decisions based on data rather than intuition or gut instinct. It requires mathematical modeling, machine learning, and other advanced statistical methods to extract useful insights from raw data.
Knowledge Hut
JUNE 23, 2023
Data engineers make a tangible difference with their presence in top-notch industries, especially in assisting data scientists in machine learning and deep learning. Let us understand here the complete big data engineer roadmap to lead a successful Data Engineering Learning Path.
Knowledge Hut
MARCH 20, 2024
Handling databases, both SQL and NoSQL. Working on cloud infrastructure like AWS and other data platforms like Databricks and Snowflake. Working closely with other people like data scientists, software engineers, and domain experts, you will design, implement, and optimize algorithms to fit business requirements.
Hevo
DECEMBER 21, 2023
Do you have a NoSQL database that has no rigid shape and is causing data analysis complexity nightmares? PostgreSQL is a high-performing, open-sourced object-relational database with two JSON data storage types, JSON and JSONB. With JSON in PostgreSQL, you can have a solution to your complex problem.
Knowledge Hut
DECEMBER 29, 2023
The market for analytics is flourishing, as is the usage of the phrase Data Science. Professionals from a variety of disciplines use data in their day-to-day operations and feel the need to understand cutting-edge technology to get maximum insights from the data, therefore contributing to the growth of the organization.
Knowledge Hut
MARCH 21, 2024
AWS: Overview AWS is a platform provided by Amazon that offers a wide range of cloud computing services such as computing, analytics, storage, networking, databases, and many more. AWS has globally located data centers. It offers a real-time database called Cloud Firestore and handles user authentication and management.
Knowledge Hut
DECEMBER 26, 2023
Most Popular Programming Certifications C & C++ Certifications Oracle Certified Associate Java Programmer OCAJP Certified Associate in Python Programming (PCAP) MongoDB Certified Developer Associate Exam R Programming Certification Oracle MySQL Database Administration Training and Certification (CMDBA) CCA Spark and Hadoop Developer 1.
Cloudera
OCTOBER 6, 2020
The Cloudera Operational Database (COD) is a managed dbPaaS solution available as an experience in Cloudera Data Platform (CDP). It offers multi-modal client access with NoSQL key-value using Apache HBase APIs and relational SQL with JDBC (via Apache Phoenix). All code is in my github repo.
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. In 2022, data engineering will hold a share of 29.8%
Data Engineering Podcast
AUGUST 3, 2020
Summary Finding connections between data and the entities that they represent is a complex problem. Graph data models and the applications built on top of them are perfect for representing relationships and finding emergent structures in your information. If you hand a book to a new data engineer, what wisdom would you add to it?
Rockset
JANUARY 23, 2020
A Brief History of Distributed Databases The era of Web 2.0 brought with it a renewed interest in database design. The new databases that have emerged during this time have adopted names such as NoSQL and NewSQL, emphasizing that good old SQL databases fell short when it came to meeting the new demands.
Data Engineering Podcast
FEBRUARY 9, 2020
Summary Designing the structure for your data warehouse is a complex and challenging process. As businesses deal with a growing number of sources and types of information that they need to integrate, they need a data modeling strategy that provides them with flexibility and speed.
Expert insights. Personalized for you.
We have resent the email to
Are you sure you want to cancel your subscriptions?
Let's personalize your content