O'Reilly on Data

APRIL 19, 2021

The biggest problems in this year’s survey are lack of skilled people and difficulty in hiring (19%) and data quality (18%). The biggest skills gaps were ML modelers and data scientists (52%), understanding business use cases (49%), and data engineering (42%). Bad data yields bad results at scale. Techniques.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

CIO Business Intelligence

JUNE 21, 2022

generating $42 billion in 2021 and projected to reach $71.7 Real-time big data analytics, deep learning, and modeling and simulation are newer uses of HPC that governments are embracing for a variety of applications. Big data analytics is being used to uncover crimes. HPC Comes of Age. billion by 2030.

Deep Learning 101

Deep Learning Big Data ROI Software 101

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. This is not surprising given that DataOps enables enterprise data teams to generate significant business value from their data. QuerySurge – Continuously detect data issues in your delivery pipelines. OwlDQ — Predictive data quality.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Cloudera

NOVEMBER 15, 2021

And data moves around. Cisco estimates that global IP data traffic has grown 3-fold between 2016 and 2021, reaching 3.3 Mobile and WiFi data transmissions have increased their share of total transmissions over the last five years, at the expense of wired transmissions. . Data annotation. Data curation.

Unstructured Data 85

Unstructured Data Recreation/Entertainment Structured Data Reporting 85

O'Reilly on Data

MARCH 18, 2020

Supervised learning is the most popular ML technique among mature AI adopters, while deep learning is the most popular technique among organizations that are still evaluating AI. By contrast, AI adopters are about one-third more likely to cite problems with missing or inconsistent data.

Enterprise 311

Enterprise Deep Learning Data Governance Risk 311

IBM Big Data Hub

AUGUST 1, 2022

billion characters of information, while new film head technology allowed data to be read and written at three million characters per second—two-and-a-half times the previous rate. . 2021 2-nanometer chip: . 2000 Deep Learning: . Bad data costs companies an average of $15 million. .

Unstructured Data 52

Unstructured Data Deep Learning Data Quality Data Architecture 52

CIO Business Intelligence

JANUARY 31, 2023

Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI). Ready to evolve your analytics strategy or improve your data quality? EIA , October 2021. [2] 2] IEA, Global Energy Reviews 2021: Renewables , 2021. [3]

Deep Learning 104

Deep Learning Cost-Benefit Data-driven Manufacturing 104