Pipeline Data Engineering

NOVEMBER 4, 2021

ROAPI: An API Server for Static Datasets Mark Litwintschik, #bigdata Consultant ROAPI is an API Server that exposes CSV, JSON and Parquet files without the need to write any code. Day In The Life Of A Data Engineer — What Do Data Engineers Do? SeattleDataGuy There’s no better time to jump into the world of data engineering.

PostgreSQL 52

PostgreSQL Consulting Finance Software Engineer 52

Monte Carlo

NOVEMBER 21, 2024

After one particularly tough week in the winter of 2021, when marketing data was disrupted by daily incidents and downtime, a group of data engineers decided to create a full diagram of the data systems. The data teams were maintaining 30,000 datasets, and often found anomalies or issues that had gone unnoticed for months.

Government 52

Government Datasets Data Governance Data 52

Monte Carlo

NOVEMBER 21, 2024

After one particularly tough week in the winter of 2021, when marketing data was disrupted by daily incidents and downtime, a group of data engineers decided to create a full diagram of the data systems. The data teams were maintaining 30,000 datasets, and often found anomalies or issues that had gone unnoticed for months.

Government 52

Government Datasets Data Governance Data 52

KDnuggets

NOVEMBER 8, 2021

With a lot of excitement and research around NLP, there are growing opportunities to apply these technologies to real-world scenarios. It's not trivial to become familiar with NLP and these open-source data sets can help you increase your skills.

Datasets 123

Datasets Process Technology IT 123

Pipeline Data Engineering

AUGUST 2, 2021

The Analytics Engineering Guide dbt Labs Collaborating as a data team to produce excellent datasets -- some parts are b t, but it's an interesting read. Data engineering salon. News and interesting reads about the world of data.

Kafka 40

Kafka Hadoop Java Datasets 40

FreshBI

JANUARY 16, 2024

In 2021, our top sellers were Plain: at $2,768.00 Stuffed: at $9022.50” Here the prompt directs ChatGPT to derive insights from the dataset provided. In this case, we clicked on the 2023 button, and the prompt (the dataset, to be more specific) changed accordingly: Because there’s a change in input, there’s a different response, too.

BI 52

BI Business Intelligence Datasets Coding 52

Cloudera

DECEMBER 14, 2021

The 2021 Data Impact Awards aim to honor organizations who have shown exemplary work in this area. . In 2021, the finalists under this category include the following organizations. Winner of the Data Impact Awards 2021: Data for Enterprise AI. …and congratulations to the winner: Internal Revenue Service.

Transportation 110

Transportation Telecommunication Banking Data Lake 110

ProjectPro

NOVEMBER 14, 2015

15 NLP Projects Ideas for Beginners With Source Code for 2021 How to Become a Big Data Engineer in 2021 Big Data Engineer Salary - How Much Can You Make in 2021? 15 NLP Projects Ideas for Beginners With Source Code for 2021 How to Become a Big Data Engineer in 2021 Big Data Engineer Salary - How Much Can You Make in 2021?

Hadoop 52

Hadoop Project Big Data Healthcare 52

phData: Data Engineering

NOVEMBER 8, 2024

The world we live in today presents larger datasets, more complex data, and diverse needs, all of which call for efficient, scalable data systems. These formats are transforming how organizations manage large datasets. Though basic and easy to use, traditional table storage formats struggle to keep up. Why are They Essential?

Architecture 52

Architecture Systems Data Lake Google Cloud 52

dbt Developer Hub

MAY 25, 2022

You have several relational datasets flowing through your warehouse, and, of course, you can easily access and transform these tables through dbt. You need the history of each entity_id across all of your datasets, because each related table is updated on its own timeline. Here’s an example of a dataset. Let’s set the scene.

Datasets 52

Datasets Building BI Coding 52

Scott Logic

APRIL 11, 2023

This post runs through just over six months of progress from Sept 2021 - March 2022. Recursive task decomposition September 2021 One of the big constraints of the GPT series of models is the size of the input. Fine-tuning December 2021 Fine-tuning, a topic I covered in my previous blog post , has progressed out of beta.

Datasets 99

Datasets Architecture Process IT 99

Snowflake

APRIL 22, 2024

A strategic acquisition and the need for integration In 2021, Magnite made a decisive move to strengthen its position in the CTV advertising market by acquiring SpringServe, a leader in CTV ad-serving technology. Remarkably, the entire dataset with over 1.2 PBs was replicated in just one day.

AWS 73

AWS Cloud Storage Cloud Technology 73

Knowledge Hut

JANUARY 18, 2024

Your project proposal should include a description of your data science project , as well as statistics about the size and complexity of your dataset. Iron Viz is the ultimate Tableau skills competition in which three finalists compete in a 20-minute nail-biting viz fight utilizing the same dataset. Swag from Tableau!

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

Cloudera

AUGUST 10, 2021

For example, writing a Spark dataset to Ozone or launching a DDL query in Hive that points to a location in Ozone. I’ve chosen those names because I’ll be using an easy method for generating and writing TPC-DS datasets, along with creating their corresponding Hive tables. Create a dataset from the customer table. With CDP 7.1.4

Hadoop 105

Hadoop Kafka Datasets Government 105

Cloudera

FEBRUARY 8, 2022

Cloudera has been recognized as a Visionary in 2021 Gartner® Magic Quadrant for Cloud Database Management Systems (DBMS) and for the first time, evaluated CDP Operational Database (COD) against the 12 critical capabilities for Operational Databases. Gartner Magic Quadrant for Cloud DBMS 2021. What Cloudera COD customers are saying .

Database 66

Database Systems Cloud Management 66

Cloudera

FEBRUARY 22, 2022

The data architecture layer is one such area where growing datasets have pushed the limits of scalability and performance. The data explosion has to be met with new solutions, that’s why we are excited to introduce the next generation table format for large scale analytic datasets within Cloudera Data Platform (CDP) – Apache Iceberg.

Metadata 108

Metadata Datasets BI SQL 108

Precisely

NOVEMBER 3, 2023

Place Intelligence Metric (PIM) is a location-based dataset that contains metrics about visitors to a place on a weekly basis. For the purposes of our analysis, we used visitation trends from this dataset between 2021 and 2022.

Retail 52

Retail IT Datasets Utilities 52

Pinterest Engineering

SEPTEMBER 5, 2023

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. Hardware upgrades usually require months of collaboration with various client teams to get software versions that are lagging behind up-to-date.

Engineering 104

Engineering Deep Learning Architecture Project 104

Monte Carlo

JUNE 20, 2024

Data uniqueness : How many times is an object or event recorded in the dataset? IQR: IQR, or interquartile range , gives you the range of the second or third quartiles, or the middle half of a dataset. One such issue in 2021 was the impetus for the team to adopt Monte Carlo to improve their data quality anomaly detection.

High Quality Data 52

High Quality Data Machine Learning Algorithm Datasets 52

Christophe Blefari

DECEMBER 30, 2022

💡 You can also read the 2021's must-read that I've done one year and half ago or how to learn data engineering that contains key articles to understand the field. You'll see articles that I've already share during the year. The best website to understand visually machine learning models.

Data Warehouse 130

Data Warehouse BI Data Machine Learning 130

Edureka

FEBRUARY 16, 2023

What sets Bard apart is its ability to draw from up-to-date web information to provide prompt responses, giving it an advantage over ChatGPT, whose data pool is limited to pre-2021. DialoGPT DialoGPT is a large language model developed by OpenAI that was specifically trained for engaging in human-like conversations.

Datasets 98

Datasets Banking Accessible Accessibility 98

Striim

MAY 1, 2024

Amidst the pandemic-fueled surge in online shopping, porch piracy emerged as a prevalent concern, with over one in 10 adults falling victim to package theft within the previous year, according to a 2021 Consumer Reports survey. These enriched datasets are merged in BigQuery for seamless Google Cloud integration.

Google Cloud 52

Google Cloud Insurance Finance Machine Learning 52

Towards Data Science

MARCH 9, 2023

Datasets containing attributes of Airbnb listings in 10 European cities ¹ will be used to create the same Pipeline in scikit-learn and MLLib. First, let’s load the datasets. link] Finally, we can fit the pipeline into the training dataset and predict the prices for the test dataset listings just like is done with any other model.

Machine Learning 73

Machine Learning Building Datasets Big Data 73

ProjectPro

JULY 21, 2021

As we already revealed in our Machine Learning NLP Interview Questions with Answers in 2021 blog, a quick search on LinkedIn shows about 20,000+ results for NLP-related jobs. You should train your algorithms with a large dataset of texts that are widely appreciated for the use of correct grammar.

Coding 52

Coding Project Deep Learning Algorithm 52

Datakin

SEPTEMBER 13, 2021

Blog Datakin in 104 seconds Written by Ross Turk on Sep 13, 2021 Hi! View our instant demo system right now, or sign up for Datakin to see it with your own datasets and jobs. I’m Ross from Datakin I’d like to show you a new approach to keeping your pipelines running smoothly. You can see it here: Want to learn more?

Metadata 52

Metadata Datasets Data Pipeline Systems 52

Lyft Engineering

DECEMBER 16, 2022

Combining these datasets, the team analyzed traffic stops that occurred in Florida from August 2017 to August 2020 affecting drivers while they were online on Lyft’s platform. These estimates are computed over our entire dataset, unconditional on the driver being cited. 3] Anbarci and Lee, 2014 and Goncalves and Mello, 2021. [4]

Datasets 52

Datasets Data Data Science Machine Learning 52

ProjectPro

JUNE 22, 2021

Binary Classification Machine Learning This type of classification involves separating the dataset into two categories. Image Source: Wikipedia Commons Multi-Label Classification Machine Learning This is an extraordinary type of classification task with multiple output variables for each instance from the dataset.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

Rockset

MARCH 9, 2023

The most prominent blockchain platform is the Ethereum blockchain, which in 2021 surpassed Bitcoin to become the most popular blockchain network in the world (as measured by number of transactions). Anyone can ingest these datasets into a datastore for efficient querying via SQL.

Amazon Web Services 52

Amazon Web Services Datasets AWS Google Cloud 52

ProjectPro

OCTOBER 8, 2021

Table of Contents 10 Machine Learning Projects in Retail for Practice in 2021 10 Machine Learning Projects in Retail for Practice in 2021 Here is a list of 10 machine learning project examples in retail that will help you begin your machine learning career. You can start by downloading the Online Retail Dataset.

Retail 52

Retail Machine Learning Project Datasets 52

ProjectPro

OCTOBER 16, 2021

Not only that, but it also provides the option to effortlessly use various popular datasets like MNIST, California Housing, etc. Recommended Reading: Machine Learning Interview Questions and Answers for 2021 Top 30 Machine Learning Projects Ideas for Beginners in 2021 Best NLP Books- What Data Scientists Must Read in 2021?

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

Snowflake

APRIL 24, 2024

It was designed and trained using the following three key insights and innovations: 1) Many-but-condensed experts with more expert choices: In late 2021, the DeepSpeed team demonstrated that MoE can be applied to auto-regressive LLMs to significantly improve model quality without increasing compute cost.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Datakin

SEPTEMBER 2, 2021

Blog Data Quality + Data Lineage = Written by Peter Hicks on Sep 2, 2021 In a prior life, I dwelled in the day-to-day cycles of an e-commerce platform. I was able to see firsthand the broad impacts of not having simple quality checks on our datasets and the subsequent post-mortems riddled with curious shrugs when things went awry.

Bytes 52

Bytes Food Datasets Data Pipeline 52

Knowledge Hut

JANUARY 18, 2024

They can work with various tools to analyze large datasets, including social media posts, medical records, transactional data, and more. R has become increasingly popular among data scientists because of its ease of use and flexibility in handling complex analyses on large datasets.

Programming Language 98

Programming Language Data Science Programming Java 98

Cloudera

DECEMBER 11, 2020

This will only become more important as we move into 2021 and a post-pandemic new normal. It may not replace previous datasets, but alternative data offers another perspective to round out the historical information about an individual customer or business. . This can be done at speed, and at scale. What if 2020 is an anomaly?

Insurance 93

Insurance Unstructured Data Finance Machine Learning 93

Datakin

SEPTEMBER 24, 2021

Written by Laurent Paris on Sep 24, 2021 This is it! By observing the data transformations within various pipelines in real time, we surface up to date information about datasets and the logic processing them. Blog Datakin is now open to all! We’re officially out of beta and excited to announce the general availability of Datakin.

PostgreSQL 52

PostgreSQL Datasets Data Pipeline Data Process 52

ProjectPro

JULY 26, 2021

TensorFlow is equipped with features, like state-of-the-art pre-trained models, p opular machine learning datasets , and increased ease of execution for mathematical computations, making it popular among seasoned researchers and students alike. For testing purposes, you could use one of the many available datasets such as this one: 5.

Project 40

Project Deep Learning Medical Datasets 40

ProjectPro

NOVEMBER 17, 2021

Instead, working on a sentiment analysis project with real datasets will help you stand out in job applications and improve your chances of receiving a call back from your dream company. The dataset for Amazon Product Reviews: Amazon Product Reviews Dataset. Beginners can use the small IMDb reviews dataset to test their skills.

Coding 52

Coding Project Entertainment Datasets 52