Smart Data Collective

MARCH 27, 2023

billion on AI in 2021 , but small businesses may spend even more on AI-driven financial management software. They have also started integrated computer vision and deep learning technology to identify inefficiencies. These tools will be well adapted for sharing data between departments and generally optimizing your operations.

Software 89

Software Finance Cost-Benefit Data-driven 89

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. Observe, optimize, and scale enterprise data pipelines. . Metis Machine — Enterprise-scale Machine Learning and Deep Learning deployment and automation platform for rapid deployment of models into existing infrastructure and applications.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Cloudera

NOVEMBER 15, 2021

Cisco estimates that global IP data traffic has grown 3-fold between 2016 and 2021, reaching 3.3 Deep Learning, a subset of AI algorithms, typically requires large amounts of human annotated data to be useful. Microsoft, Amazon and Google own over half of the 600 hyperscale centres around the world. . And data moves around.

Unstructured Data 85

Unstructured Data Recreation/Entertainment Structured Data Reporting 85

CIO Business Intelligence

JANUARY 31, 2023

To create a productive, cost-effective analytics strategy that gets results, you need high performance hardware that’s optimized to work with the software you use. Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI).

Deep Learning 104

Deep Learning Cost-Benefit Data-driven Manufacturing 104

IBM Big Data Hub

AUGUST 1, 2022

2021 2-nanometer chip: . 2000 Deep Learning: . Deep learning attempts to mimic the human brain and helps with enabling systems in clustering data and making predictions with incredible accuracy. It has raised the bar for image recognition and even learning patterns for unstructured data. .

Unstructured Data 52

Unstructured Data Deep Learning Data Quality Data Architecture 52

IBM Big Data Hub

AUGUST 1, 2023

It’s the underlying engine that gives generative models the enhanced reasoning and deep learning capabilities that traditional machine learning models lack. The term “foundation model” was coined by the Stanford Institute for Human-Centered Artificial Intelligence in 2021.

Modeling 60

Modeling Cost-Benefit Data Lake Machine Learning 60

CIO Business Intelligence

MARCH 22, 2023

The new class often uses advanced techniques such as deep learning, natural language processing, and computer vision to analyze and extract insights from the data. Homomorphic encryption often requires custom hardware to optimize performance, which can be expensive to develop and maintain.

Machine Learning 103

Machine Learning Cost-Benefit Modeling Risk 103

Domino Data Lab

AUGUST 1, 2021

The interest in interpretation of machine learning has been rapidly accelerating in the last decade. This can be attributed to the popularity that machine learning algorithms, and more specifically deep learning, has been gaining in various domains. Methods for explaining Deep Learning.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

O'Reilly on Data

JANUARY 25, 2021

A backlash is only to be expected when deep learning applications are used to justify arresting the wrong people , and when some police departments are comfortable using software with a 98% false positive rate. It’s certainly true that there’s been a (deserved) backlash over heavy handed use of AI. So why is it in third place?

Machine Learning 363

Machine Learning Software Testing Technology 363