KDnuggets

OCTOBER 11, 2023

RNN, Transformers, and BERT are popular NLP techniques with tradeoffs in sequence modeling, parallelization, and pre-training for downstream tasks.

Process 127

Process 127

Striim

NOVEMBER 13, 2023

Quick Compare: File-based loads vs Streaming Ingest We’ve provided a simple overview of the ingestion methods in this table: Feature/Aspect File-based loads Snowflake Streaming Ingest Data Freshness SLAs 5 minutes to 1 hour Under 5 minutes. The post Comparing Snowflake Data Ingestion Methods with Striim appeared first on Striim.

Data Ingestion 59

Data Ingestion Utilities Data Integration Data 59

Towards Data Science

JANUARY 26, 2023

Compare tables and extract their differences with standard SQL Continue reading on Towards Data Science »

Data Science 75

Data Science SQL Google Cloud Data 75

KDnuggets

JANUARY 11, 2024

An in-depth analysis of their syntax, speed, and usability. Which one is the best to use when working with data?

Data 108

Data Python 108

Knowledge Hut

JANUARY 30, 2024

Every organization deals with the struggle of competition and to stay on top, one needs to realize the importance of the internet and data. This is where information technology plays a crucial role. To achieve stability and success, the organizations must optimize their IT resources through ITSM (Information Technology Service Management).

Government 52

Government IT Certification Technology 52

Knowledge Hut

JANUARY 18, 2024

The world has become more digital than ever before. Every business has online operations, and most of them have tons of data on the cloud and other online storage systems. The issue or the challenge with this is that it exposes the data to intruders. As accessibility gets convenient, it poses a risk to companies.

Certification 52

Certification Computer Science Architecture Government 52

Knowledge Hut

DECEMBER 27, 2023

Business analysis, in a nutshell, is the practice of bringing the needed change or modifications in an organization or an enterprise by defining the business needs, narrating the opportunities and the threats, recommending solutions, understanding the business objectives of the clients plus delivering to their needs and finally bringing value to the (..)

Business Analyst 52

Business Analyst Certification Designing Consulting 52

Knowledge Hut

APRIL 16, 2024

This article briefly talks about popular A gile methodologies Scrum and XP , and how both these frameworks have been merged into ScrumXP — giving you the best of both worlds ! Scrum Scrum is the leading Agile framework practiced in the industry today. It follows an iterative approach where development cycles are 2 /3/4 weeks long.

IT 52

IT Coding Programming Designing 52

KDnuggets

NOVEMBER 29, 2022

Discussion on an entry-level data science interview question.

Data Science 108

Data Science Machine Learning Data 108

KDnuggets

SEPTEMBER 29, 2023

Are you looking for the open source tools to help you in your data science journey? Look no further. Discover these game-changers that will elevate your data-driven decisions.

Data Science 127

Data Science Data 127

KDnuggets

FEBRUARY 24, 2022

Machine Learning with PyTorch and Scikit-learn is the PyTorch book from the widely acclaimed and bestselling Python Machine Learning series, fully updated and expanded to cover PyTorch, transformers, graph neural networks, and best practices.

Machine Learning 115

Machine Learning Python 115

WeCloudData

NOVEMBER 9, 2023

It emphasized the on-going importance of staying informed about the evolving landscape of the field, adapting to technological advancements, […] The post Navigating the Numbers: A Comparative Analysis of Data Science Job Trends in Toronto vs. North America appeared first on WeCloudData.

Data Science 52

Data Science Technology Data IT 52

Cloudera

DECEMBER 11, 2020

In a previous blog post on CDW performance, we compared Azure HDInsight to CDW. In this blog post, we compare Cloudera Data Warehouse (CDW) on Cloudera Data Platform (CDP) using Apache Hive-LLAP to EMR 6.0 (also powered by Apache Hive-LLAP) on Amazon using the TPC-DS 2.9 Amazon recently announced their latest EMR version 6.1.0

Data Warehouse 106

Data Warehouse Metadata Datasets Data 106

Rockset

NOVEMBER 23, 2021

Similarly, as you choose your real-time solution, here are the technical considerations and the different dimensions to compare Rockset, Apache Druid and ClickHouse on. All competitor comparisons are derived from their documentation as of November 2021.

MongoDB 59

MongoDB Data Ingestion PostgreSQL SQL 59

Rockset

OCTOBER 4, 2022

In this post, we compare two options for real-time analytics on event and CDC streams: Rockset and ClickHouse. ClickHouse does use indexing to speed up queries as well, but in a more limited fashion as compared to its storage optimizations. Primary indexes in ClickHouse are sparse indexes.

MySQL 52

MySQL Kafka Aggregated Data Architecture 52

KDnuggets

AUGUST 21, 2023

A comprehensive comparison between OLAP and OLTP systems, exploring their features, data models, performance needs, and use cases in data engineering.

Systems 70

Systems Data Process Process Data 70

Scott Logic

MARCH 25, 2024

We, Mike Morgan and Steve Conway, are a pair of Senior Developers at Scott Logic who have recently been evaluating Business Intelligence tools. Our focus has been on tools for use on cloud platforms, with moderate levels of demand. We were particularly interested in how easy they were for novice BI users (like ourselves) to get to grips with.

BI 52

BI Business Intelligence Cloud AWS 52

Confluent

NOVEMBER 21, 2019

ksqlDB is a new kind of database purpose-built for stream processing apps, allowing users to build stream processing applications against data in Apache Kafka® and enhancing developer productivity. ksqlDB simplifies […].

Kafka 108

Kafka Database Process Building 108

KDnuggets

JANUARY 17, 2024

This week on KDnuggets: We cover what a generative AI developer does, what tools you need to master, and how to get started • An in-depth analysis of Python DataFrame library syntax, speed, and usability. which one is best? • And much, much more!

Python 75

Python 75

Rockset

OCTOBER 11, 2022

In this blog, we’ll compare and contrast how Elasticsearch and Rockset handle data ingestion as well as provide practical techniques for using these systems for real-time analytics.

Data Ingestion 52

Data Ingestion Kafka Relational Database PostgreSQL 52

Rockset

APRIL 29, 2019

In this blog post I compare options for real-time analytics on DynamoDB - Elasticsearch , Athena, and Spark - in terms of ease of setup, maintenance, query capability, latency. There is limited support for SQL analytics with some of these options. I also evaluate which use cases each of them are best suited for.

NoSQL 52

NoSQL PostgreSQL AWS SQL 52

databricks

APRIL 16, 2023

Key conclusions As an organization's data volume grows, a lakehouse keeps cost low. Organizations require an AI/machine learning platform that is deeply integrated.

Machine Learning 71

Machine Learning Data 71

KDnuggets

AUGUST 21, 2019

Check out this tutorial walking you through a comparison of XGBoost and Random Forest. You'll learn how to create a decision tree, how to do tree bagging, and how to do tree boosting.

Algorithm 79

Algorithm Python 79

Rockset

MAY 27, 2021

Let's compare and contrast search indexing with real-time converged indexing and explain what converged indexing is, how it's similar, how it's different, how the architecture is set up, and then review some of the details of how it is different in terms of operations.

MongoDB 40

MongoDB Kafka Cloud SQL 40

Snowflake

APRIL 24, 2024

Efficiently Intelligent: Arctic excels at enterprise tasks such as SQL generation, coding and instruction following benchmarks even when compared to open source models trained with significantly higher compute budgets. Arctic is efficiently intelligent and truly open. We refer to these metrics as academic benchmarks. Full Metrics Table.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Data Engineering Podcast

FEBRUARY 18, 2024

What are the pain points that are still prevalent in lakehouse architectures as compared to warehouse or vertically integrated systems? What are the differences in terms of pipeline design/access and usage patterns when using a Trino/Iceberg lakehouse as compared to other popular warehouse/lakehouse structures?

Data Lake 262

Data Lake High Quality Data Data Warehouse Google Cloud 262

Christophe Blefari

APRIL 19, 2024

Personally, I can't comment on the performance of the models, it's like comparing the performance of two cars, as long as I can drive, it's fine. It was trained on a large dataset containing 15T tokens (compared to 2T for Llama 2). Until we reach the model fatigue hype is real.

MySQL 130

MySQL Data Datasets SQL 130

Analytics Vidhya

AUGUST 22, 2023

In this article, we will discuss ELT vs ETL, comparing their characteristics, benefits, and suitability for various use cases. […] The post ELT vs ETL: Unveiling the Differences and Similarities appeared first on Analytics Vidhya.

Data Integration 185

Data Integration Process Datasets Data 185

Christophe Blefari

FEBRUARY 3, 2024

French public market salary grid in data (compared to software engineer) ( source ) The public sector released their salary grid for all tech workers — this is in French but scroll to the last page of the PDF to have the table We have 4 experiences buckets <5, <10, >10 and >20 years. conference.

MongoDB 130

MongoDB SQL Data Data Warehouse 130

Christophe Blefari

APRIL 5, 2024

To be honest, I think this is a topic that can be used to compare good and great data engineers. PR review tool for dbt projects — A nice tool creating visual representations comparing 2 dbt artifacts that you can embed in a CI to validate changes before they get merged into production code.

SQL 130

SQL Data Python Datasets 130

The Pragmatic Engineer

MARCH 3, 2023

So we took October’s data points and compared them with January’s. And how do companies compare in what percentage of software engineers working there have signaled to recruiters - even if privately - that they are open to new opportunities? At which companies are software engineers more likely to interview externally?

Recruitment 190

Recruitment Software Engineer Software Engineering Finance 190

The Pragmatic Engineer

MAY 9, 2023

By smaller, I refer to market cap or market share, compared to a sector’s leaders. of websites use Fastly, compared to 5.2% of websites use Fastly, compared to 5.2% How do standout CEOs such as Satya Nadella and Tim Cook compare to others? using Akamai and 5.2% using Cloudflare. using Akamai and 5.2%

Software Engineer 263

Software Engineer Software Engineering Engineering Media 263