KDnuggets

JANUARY 15, 2020

Also: The Book to Start You on Machine Learning - KDnuggets; Top KDnuggets tweets, Jan 1-7: Introduction to #DataVisualization and Storytelling: A Guide For The #DataScientist #eBook; 7 Steps to a Job-winning Data Science Resume - KDnuggets; Tips for open-sourcing research code.

Data Engineering 190

Data Engineering Data Engineer Data Engineering Data Engineering 190

AWS Machine Learning Blog

NOVEMBER 20, 2024

You can verify the output by cross-referencing the PDF, which has a target as $12 million for the in-store sales channel in 2020. She has experience across analytics, big data, ETL, cloud operations, and cloud infrastructure management. Data Engineer at Amazon Ads. Akchhaya Sharma is a Sr.

Database 116

Database AWS SQL ETL 116

KDnuggets

MARCH 23, 2020

Also: Time Series Classification Synthetic vs Real Financial Time Series; Nine lessons learned during my first year as a Data Scientist; What is the most effective policy response to the new coronavirus pandemic?; Nine lessons learned during my first year as a Data Scientist; Five Interesting Data Engineering Projects.

Machine Learning 210

Machine Learning Machine Learning Data Scientist Data Engineering 210

Smart Data Collective

OCTOBER 14, 2019

Businesses need software developers that can help ensure data is collected and efficiently stored. They’re looking to hire experienced data analysts, data scientists and data engineers. With big data careers in high demand, the required skillsets will include: Apache Hadoop.

Big Data 99

Big Data Big Data Apache Hadoop Hadoop 99

KDnuggets

JANUARY 6, 2020

In this webinar, Jan 15 @ 12PM EST, we'll offer solutions to the common challenges data scientists and data engineers face when building a machine learning pipeline. Register now to attend live or to watch a recording afterwards.

Machine Learning 171

Machine Learning Machine Learning Data Scientist Data Engineering 171

Smart Data Collective

OCTOBER 17, 2022

In fact, you may have even heard about IDC’s new Global DataSphere Forecast, 2021-2025 , which projects that global data production and replication will expand at a compound annual growth rate of 23% during the projection period, reaching 181 zettabytes in 2025. zettabytes of data in 2020, a tenfold increase from 6.5

Big Data 119

Big Data Big Data Data Engineer Data Engineering 119

IBM Data Science in Practice

MARCH 8, 2023

VC Investment in AI firms rose from USD 3 billion in 2012 to close to USD 75 billion in 2020 This trend led to the proliferation of companies developing tools to address different pain points in the machine learning lifecycle. While this investment has driven progress and innovation in the field, it has also given rise to a new problem.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

Applied Data Science

AUGUST 2, 2021

Team Building the right data science team is complex. With a range of role types available, how do you find the perfect balance of Data Scientists , Data Engineers and Data Analysts to include in your team? The Data Engineer Not everyone working on a data science project is a data scientist.

Data Science 130

Data Science Data Scientist ML ML 130

DataRobot

NOVEMBER 12, 2021

In a 2020 Capgemini Research study, only a meager 13% of businesses had successfully deployed use cases in production and continued to scale the use cases throughout multiple business teams. How can that be? Few businesses now benefit from AI because they have not yet fully implemented it throughout their organizations.

Data Scientist 98

Data Scientist AI AI Machine Learning 98

Women in Big Data

MAY 21, 2024

We provided a quick overview of Women in Big Data (WiBD). Launched in 2015 and becoming a nonprofit organization in 2020, WiBD is a grassroots initiative dedicated to inspiring, connecting, and advancing women in data fields. Empowerment: Opening doors to new opportunities and advancing careers, especially for women in data.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

AWS Machine Learning Blog

APRIL 5, 2024

Among these models, the spatial fixed effect model yielded the highest mean R-squared value, particularly for the timeframe spanning 2014 to 2020. Shravan Kumar is a Senior Director of Client success at Gramener, with decade of experience in Business Analytics, Data Evangelism & forging deep Client Relations.

Clustering 137

Clustering ML ML AWS 137

AWS Machine Learning Blog

OCTOBER 20, 2023

Maira has been with AWS since January 2020. Prior to that, she worked as a data scientist in multiple industries focusing on achieving business value from data. As a technical lead, she helps customers accelerate their achievement of business value through emerging technology and innovative solutions.

ML 137

ML ML AWS Data Lakes 137

Towards AI

FEBRUARY 11, 2025

2020) Scaling Laws for Neural Language Models [link] First formal study documenting empirical scaling laws Published by OpenAI The Data Quality Conundrum Not all data is created equal. This method not only expands the available training data but also enhances model efficiency and problem-solving abilities.

Data Quality 53

Data Quality Data Engineer Data Engineering Data Engineering 53

AWS Machine Learning Blog

JANUARY 6, 2023

The company had to be among the top 15 vendors by the reported revenues of 2020–2021 in the APEJ region, according to IDC’s AI Software Tracker. AWS met the criteria and was evaluated by IDC along with eight other vendors. Since the launch of SageMaker in 2017, over 250 capabilities and features have been released.

AWS 98

AWS ML ML Data Preparation 98

IBM Journey to AI blog

AUGUST 12, 2024

Wearable devices (such as fitness trackers, smart watches and smart rings) alone generated roughly 28 petabytes (28 billion megabytes) of data daily in 2020. And in 2024, global daily data generation surpassed 402 million terabytes (or 402 quintillion bytes). Massive, in fact.

Big Data 106

Big Data Big Data ML ML 106

DataRobot

FEBRUARY 22, 2021

DataRobot is excited to announce the graduation of the first class of our 10X Applied Data Science Academy. We started the 10x Academy in 2020 to address employers’ need for talent with strong applied automated AI skills and workers’ desire to upskill.

Data Science 52

Data Science Data Scientist Citizen Data Scientist Data Analyst 52

Alation

JULY 7, 2022

Starting in the summer of 2020, students began using Alation to learn how to work with data and communicate around it effectively. This year, there are more than 900 academic programs offering training in data science. LinkedIn’s 2020 Emerging Job Report lists Data Scientist at #3 with 37% annual growth.

Data Scientist 52

Data Scientist Data Analyst Analytics Analytics 52

Tableau

NOVEMBER 24, 2019

and our dashboard performance has improved by a factor of 2x,” said Raj Seenu, Senior Director of Data Technologies at Splunk. “We We no longer have to designate an IT Ops person or data engineer to manage the platform—those experts can now spend more time on other activities,” Raj said. “We

Tableau 52

Tableau AWS Analytics Analytics 52

Tableau

NOVEMBER 24, 2019

and our dashboard performance has improved by a factor of 2x,” said Raj Seenu, Senior Director of Data Technologies at Splunk. “We We no longer have to designate an IT Ops person or data engineer to manage the platform—those experts can now spend more time on other activities,” Raj said. “We

Tableau 52

Tableau AWS Analytics Analytics 52

Tableau

NOVEMBER 24, 2019

Tableau connects to Amazon Redshift, Amazon RDS, Amazon Athena, and Amazon EMR—with additional connectivity and offerings announced at AWS re:Invent 2021: Amazon S3 Connector: Leveraging Tableau’s Hyper in-memory data engine technology, Tableau has the ability to read Parquet or CSV files in place—without extract creation.

Tableau 52

Tableau AWS Analytics Analytics 52

Flipboard

FEBRUARY 2, 2023

Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. He has collaborated with the Amazon Machine Learning Solutions Lab in providing clean data for them to work with as well as providing domain knowledge about the data itself.

Cross Validation 123

Cross Validation ML ML Machine Learning 123

AWS Machine Learning Blog

FEBRUARY 10, 2023

Feature engineering Game tracking data is captured at 10 frames per second, including the player location, speed, acceleration, and orientation. Our feature engineering constructs sequences of play features as the input for model digestion. Each season consists of around 17,000 plays.

ML 100

ML ML Machine Learning Machine Learning 100

Ocean Protocol

JUNE 28, 2023

Ocean Protocol provided two datasets for this exercise: one contained a record of all tweets featuring “$OCEAN” since 2020, while the other included the price history of the OCEAN token since 2019. Twitter, and specifically ‘Crypto Twitter (CT)’ has risen as a unique economic indicator in global sentiment for a particular project and token.

Machine Learning 59

Machine Learning Machine Learning Data Analysis Data Analysis 59

DataRobot Blog

APRIL 1, 2018

This shift is driving a hybrid data integration mentality, where business teams are given curated data sandboxes so they can participate in building future use cases such as mobile applications, B2B solutions, or IoT analytics. 3) The emergence of a new enterprise information management platform.

Analytics 40

Analytics Analytics Data Preparation Augmented Analytics 40

Applied Data Science

DECEMBER 23, 2022

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. Just wait until you hear what happened in 2022.

AI 130

AI AI Data Science Deep Learning 130

Alation

DECEMBER 23, 2021

The elf teams used data engineering to improve gift matching and deployed big data to scale the naughty and nice list long ago , before either approach was even considered within our warmer climes. (Perhaps you’ve heard of that shiny red nose guiding his sleigh?).

Data Governance 59

Data Governance Data Pipeline Tableau Big Data 59

Applied Data Science

OCTOBER 25, 2021

Yoshua’s Bengio keynote at Neurips 2020 that urged the AI community to move from System 1 to System 2 AI. Applied Data Science Partners is a London based consultancy that implements end-to-end data science solutions for businesses, delivering measurable value.

Data Science 130

Data Science Machine Learning Machine Learning Deep Learning 130

ODSC - Open Data Science

FEBRUARY 6, 2025

Or get a 3-day business pass to expand your access to Data Engineering Summit talks and workshops and ODSC Easttalks. Roundtable Discussions This exclusive round-table discussion brings together 2025 business leaders, data scientists, and AI experts from diverse industries.

Data Science 52

Data Science AI AI Artificial Intelligence 52

Towards AI

APRIL 17, 2025

Emergence of Specialized Roles: The data profession began to differentiate into more specialized positions beyond the general data scientist title, with roles like Machine Learning Engineer and Data Engineer becoming more prevalent. Figure 1: Global Data Market Size Growth (20182025). from 2023 to 2025.

Machine Learning 53

Machine Learning Machine Learning Data Analyst Data Science 53

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. The Alation Data Catalog is taking years of data lake and self-service analytics investments and driving them from investments to insights.

Data Lakes 52

Data Lakes Analytics Analytics Machine Learning 52

Mlearning.ai

JUNE 6, 2023

The data needs to be cleaned, labeled, organized, and stored efficiently, which can quickly add up the data management and processing costs, along with infrastructure and data engineers. million (Chuan, 2020). Let’s give an example from LLaMA by Meta AI using a training dataset containing 1.4 Gonzalez, J.,

Hypothesis Testing 52

Hypothesis Testing Deep Learning Deep Learning Natural Language Processing 52

Tableau

DECEMBER 1, 2021

April 2018), which focused on users who do understand joins and curating federated data sources. May 2020) shifted sheets to a multiple-table data model, where the sheet’s fields allow the computer to write much more efficient queries to the data sources. Another key data computation moment was Hyper in v10.5 (Jan

Tableau 145

Tableau ML ML Database 145

The MLOps Blog

DECEMBER 28, 2022

ML collaboration and timely evaluation of system design Thanks to Abhishek Rai, a data scientist with Gigaforce Inc, for collaborating with me on this interview post and reviewing it before it was published. Team composition The team comprises domain experts, data engineers, data scientists, and ML engineers.

ML 78

ML ML Data Scientist Machine Learning 78

phData

NOVEMBER 9, 2023

In this blog, we’ll explain what makes up the Snowflake Data Cloud, how some of the key components work, and finally some estimates on how much it will cost your business to utilize Snowflake. What is the Snowflake Data Cloud?

Data Warehouse 98

Data Warehouse Data Lakes Clustering Cloud Data 98

Pickl AI

JANUARY 16, 2024

Professionals witness upward career trajectories against India’s escalating demand for Data Science skills. With 93,000 vacant Data Science jobs in India by August 2020 and projections of 11 million job openings by 2026, the field presents unprecedented growth opportunities, especially for those with less than five years of experience.

Data Analyst 52

Data Analyst Data Analysis Data Analysis Analytics 52

Snorkel AI

JUNE 22, 2023

Everything that we’re seeing here is tied to statistics that we ran back in 2019 and 2020—so it’s a couple of years out of date, but I think the numbers here apply very broadly and aren’t just reflective of our own experience but are interesting to bear in mind. It is at the level of data quality and joining tasks.

Data Quality 52

Data Quality ML ML AI 52

Snorkel AI

JUNE 22, 2023

Everything that we’re seeing here is tied to statistics that we ran back in 2019 and 2020—so it’s a couple of years out of date, but I think the numbers here apply very broadly and aren’t just reflective of our own experience but are interesting to bear in mind. It is at the level of data quality and joining tasks.

Data Quality 52

Data Quality ML ML AI 52