Towards AI

APRIL 17, 2025

This period was characterized by digital transformation initiatives across industries, early adoption of AI technologies, and an increasing recognition of the value that data-driven decision making brings to organizations of all sizes. Figure 1: Global Data Market Size Growth (20182025). The market is projected to reach $178.5

Machine Learning 58

Machine Learning Machine Learning Data Analyst Data Science 58

AWS Machine Learning Blog

APRIL 19, 2023

Since 2018, our team has been developing a variety of ML models to enable betting products for NFL and NCAA football. About the authors Fred Wu is a Senior Data Engineer at Sportradar, where he leads infrastructure, DevOps, and data engineering efforts for various NBA and NFL products.

ML 98

ML ML Deep Learning Deep Learning 98

AWS Machine Learning Blog

FEBRUARY 10, 2023

Quantitative evaluation We utilize 2018–2020 season data for model training and validation, and 2021 season data for model evaluation. Michael Chi is a Senior Director of Technology overseeing Next Gen Stats and Data Engineering at the National Football League. Each season consists of around 17,000 plays.

ML 99

ML ML Machine Learning Machine Learning 99

AWS Machine Learning Blog

NOVEMBER 14, 2023

She saw her first computer when she was 4 years old and never let go of computer science, video games, and engineering since. She has worked in various technical roles, from freelancer, full-stack developer, to data engineer, technical lead, and CTO, at various companies in Denmark, focusing on the gaming and advertising industries.

Computer Science 132

Computer Science Computer Science AWS Python 132

Alation

FEBRUARY 13, 2020

Expansion in our business model is driven by the number of users of the data catalog, which means that our average customer is virally successful relative to their initial investment. We saw this first-hand this fall on our 2018 MLDC World Tour that started at O’Reilly’s Strata New York conference.

Data Lakes 52

Data Lakes Analytics Analytics Machine Learning 52

Tableau

DECEMBER 1, 2021

The Data Tab was integrated with the connection experience and supported the scenario of adding additional data sources during exploration. April 2018), which focused on users who do understand joins and curating federated data sources. Another key data computation moment was Hyper in v10.5 (Jan

Tableau 98

Tableau ML ML Database 98

Alation

JULY 7, 2022

In 2018, American Family Insurance became an Alation customer and I became the product owner for the AmFam catalog program. Companies competing for data talent must demonstrate a commitment to building a modern data stack and to supporting a strong internal community of data professionals to attract top prospects.

Data Scientist 52

Data Scientist Data Analyst Analytics Analytics 52

Pickl AI

APRIL 10, 2023

As per the recent report by Nasscom and Zynga, the number of data science jobs in India is set to grow from 2,720 in 2018 to 16,500 by 2025. Top 5 Colleges to Learn Data Science (Online Platforms) 1. The amount increases with experience and varies from industry to industry.

Data Science 52

Data Science Machine Learning Machine Learning Python 52

phData

MAY 25, 2023

Snowflake was originally launched in October 2014, but it wasn’t until 2018 that Snowflake became available on Azure. This enabled their data engineering teams to create fast and efficient data pipelines that helped feed Power BI reports and eliminated hours of manual work to update Excel and CSV files.

Power BI 84

Power BI Analytics Analytics Azure 84

Snorkel AI

MAY 12, 2023

That is a staggering statistic—50 to 80 percent of the end-to-end time is in data prep. The reason is that most teams do not have access to a robust data ecosystem for ML development. Recent research published in the Harvard Business Review in 2018 suggests that nearly $31.5 For instance, fraud is a great example.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 12, 2023

That is a staggering statistic—50 to 80 percent of the end-to-end time is in data prep. The reason is that most teams do not have access to a robust data ecosystem for ML development. Recent research published in the Harvard Business Review in 2018 suggests that nearly $31.5 For instance, fraud is a great example.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Data Science Blog

MARCH 14, 2023

Dann etwa im Jahr 2018 flachte der Hype um Big Data wieder ab, die Euphorie änderte sich in eine Ernüchterung, zumindest für den deutschen Mittelstand. Google Trends – Big Data (blue), Data Science (red), Business Intelligence (yellow) und Process Mining (green).

Big Data 147

Big Data Big Data Apache Hadoop Data Science 147

AWS Machine Learning Blog

FEBRUARY 5, 2024

to_dict() # Reading in the data from the layer layer = gp.read_file(inputLayer) # Initializing the Sum of the Weights layer['sumweight'] = 0 # Calculating the sum of the weighted factors for col in weightsDict.keys(): layer[col] = layer[col].fillna(0) set_index('metric')['weight'].to_dict() min()) / (layer['raw_idx'].max() min()) * 100).round(2)

ML 121

ML ML AWS Analytics 121

Flipboard

JANUARY 20, 2025

He left Citi in 2018 to join Zilliant , a price and revenue optimization consultancy firm in Austin. As a senior data scientist and later as lead data scientist and director of science, he led a team that built and serviced custom price optimization models for customers in the automotive, electronics, retail, and food and beverage industries.

Data Science 144

Data Science Data Scientist Exploratory Data Analysis Machine Learning 144

ODSC - Open Data Science

MARCH 12, 2025

The field of data science has evolved dramatically over the past several years, driven by technological breakthroughs, industry demands, and shifting priorities within the community. By analyzing conference session titles and abstracts from 2018 to 2024, we can trace the rise and fall of key trends that shaped the industry.

Data Science 52

Data Science Machine Learning Machine Learning Data Engineering 52