O'Reilly on Data

APRIL 19, 2021

There’s no significant difference between these three continents in our 2021 data. First, 82% of the respondents are using supervised learning, and 67% are using deep learning. Deep learning is a set of algorithms that are common to almost all AI approaches, so this overlap isn’t surprising. Techniques.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

KDnuggets

NOVEMBER 3, 2021

At our upcoming event this November 16th-18th in San Francisco, ODSC West 2021 will feature a plethora of talks, workshops, and training sessions on machine learning topics, deep learning, NLP, MLOps, and so on.

Machine Learning 112

Machine Learning Deep Learning 112

KDnuggets

NOVEMBER 12, 2021

The PyTorch Deep Learning framework has a C++ API for use on mobile platforms. This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS).

Deep Learning 121

Deep Learning 121

KDnuggets

NOVEMBER 9, 2021

But this format is not optimized for deep learning work. In this article we are discussing that HDF5 is one of the most popular and reliable formats for non-tabular, numerical data. This article suggests what kind of ML native data format should be to truly serve the needs of modern data scientists.

Deep Learning 118

Deep Learning Optimization Management 118

KDnuggets

NOVEMBER 12, 2021

The PyTorch Deep Learning framework has a C++ API for use on mobile platforms. This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS).

Deep Learning 80

Deep Learning 80

KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

Data Science 158

Data Science Machine Learning Analytics Data Lake 158

Corinium

SEPTEMBER 6, 2021

MONDAY, 6 SEPTEMBER 2021 – Corinium Global Intelligence (“Corinium” or “the Group”), the global B2B information service provider of events and market intelligence company, has announced its acquisition of RE•WORK today. RE•WORK is the leading events provider for deep learning as well as applied AI.

B2B 435

B2B Deep Learning Digital Transformation Data Processing 435

KDnuggets

NOVEMBER 22, 2021

PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models for use on mobile platforms.

Deep Learning 155

Deep Learning Modeling 155

KDnuggets

DECEMBER 7, 2021

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

Deep Learning 143

Deep Learning 143

KDnuggets

DECEMBER 24, 2021

Check out these key development issues and tips learned from personal experience when deploying a TensorFlow-based image classifier Streamlit app on a Heroku server.

Deep Learning 145

Deep Learning 145

bridgei2i

SEPTEMBER 15, 2021

Bengaluru, September 15, 2021. BRIDGEi2i announced its inclusion in the prestigious Gartner’s Market Guide for Artificial Intelligence Service Providers, 2021. BRIDGEi2i has been featured for providing machine learning, deep learning, NLT, and optimization techniques. BRIDGEi2i Analytics Solutions Contact.

Marketing 52

Marketing Contextual Data Consulting Deep Learning 52

KDnuggets

DECEMBER 15, 2021

In this issue: Building a solid data team; Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science; AI, Analytics, Machine Learning, Data Science, Deep Learning Main Developments in 2021 and Key Trends for 2022 - Research, Technology, and Industry perspectives.

Data Science 77

Data Science Machine Learning Deep Learning Analytics 77

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 130

Deep Learning Machine Learning Data Science Analytics 130

CDW Research Hub

MAY 28, 2021

Below are 5 data storage trends that are characterizing the storage industry in 2021 and beyond. According to the market overview report by Modor Intelligence , a market intelligence and advisory firm, the enterprise flash storage market is expected to register a CAGR of 13.67% over the forecast period (2021 – 2026). Investment in AI.

Optimization 52

Optimization Deep Learning Enterprise Software 52

KDnuggets

NOVEMBER 22, 2021

PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models for use on mobile platforms.

Deep Learning 64

Deep Learning Modeling 64

CIO Business Intelligence

AUGUST 4, 2022

“AI projects are a team sport and should include a multidisciplinary team spanning business analysts, data engineering, data science, application development, and IT operations and security,” according to Moor Insights & Strategy in a September 2021 report titled “Hybrid Cloud is the Right Infrastructure for Scaling Enterprise AI.”.

Deep Learning 143

Deep Learning Data Science Enterprise Modeling 143

Analytics Vidhya

JANUARY 8, 2021

ArticleVideos Introduction 2021 has begun with a bang! OpenAI has released two major innovations in the field of Computer Vision: CLIP and DALL-E. The post OpenAI’s Future of Vision: Contrastive Language Image Pre-training(CLIP) appeared first on Analytics Vidhya.

Analytics 296

Analytics Deep Learning 296

Analytics Vidhya

DECEMBER 17, 2020

Are you Ready to Become a Data Scientist in 2021? The post A Comprehensive Learning Path to Become a Data Scientist in 2021! A new year beckons! New resolutions to become a data scientist have to be. appeared first on Analytics Vidhya.

Analytics 400

Analytics Deep Learning Machine Learning Statistics 400

KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

Deep Learning 117

Deep Learning Technology 117

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. Deep learning, together with machine learning, is able to detect cyber threats faster and more efficiently. .

Deep Learning 111

Deep Learning Big Data ROI Software 111

Smart Data Collective

DECEMBER 1, 2022

The world of big data is constantly changing and evolving, and 2021 is no different. The two most common types of algorithms are deep learning and machine translation. Each of these trends will continue to shape the way companies use data in the coming years. Strong Reliance On Cloud Storage.

Big Data 139

Big Data Internet of Things Data-driven IoT 139

CIO Business Intelligence

SEPTEMBER 7, 2022

The third layer, Cropin Intelligence, uses the company’s 22 prebuilt AI and deep-learning models to provide insights about crop detection, crop stage identification, yield estimation, irrigation scheduling, pest and disease prediction, nitrogen uptake, water stress detection, harvest date estimation, and change detection, among others.

B2B 105

B2B Contextual Data IoT Deep Learning 105

Cloudera

NOVEMBER 25, 2021

In a February 2021 report by IDC, they estimate that world-wide revenues from AI will grow by 16.4% in 2021 to USD $327 billion. With the introduction of ML and Deep Learning (DL), it is now possible to build AI systems that have no ethical considerations at all. We consider three examples below: Robo-Firing.

Insurance 94

Insurance Machine Learning Deep Learning Reporting 94

DataRobot

MARCH 8, 2021

Join us May 11-13, 2021 when we will bring together business leaders and data scientists to share insights on building an agile, AI-driven enterprise. You will learn how to produce more predictable forecasts and generate actionable insights. We’re here to help you on your journey to AI success.

Deep Learning 52

Deep Learning Forecasting Data-driven Visualization 52

CIO Business Intelligence

JANUARY 23, 2023

the OpenAI model on which ChatGPT is based, is an example of a transformer, a deep learning technique developed by Google in 2017 to tackle problems in natural language processing. Others include BERT and PaLM from Google; and MT-NLG, which was co-developed by Microsoft and Nvidia.

Enterprise 131

Enterprise Deep Learning Recreation/Entertainment Interactive 131

IBM Big Data Hub

JULY 11, 2023

According to Statista , the artificial intelligence (AI) healthcare market, valued at $11 billion in 2021, is projected to be worth $187 billion in 2030. One use case example is out of the University of Hawaii, where a research team found that deploying deep learning AI technology can improve breast cancer risk prediction.

Deep Learning 59

Deep Learning Cost-Benefit Insurance Machine Learning 59

CIO Business Intelligence

MAY 20, 2022

News & World Report ranks the best AI graduate programs at computer science schools based on surveys sent to academic officials in fall 2021 and early 2022. If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI. Carnegie Mellon University.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

CIO Business Intelligence

JANUARY 26, 2024

University of California – Berkeley The University of California – Berkeley Department of Electrical Engineering and Computer Sciences focuses its foundational research in core areas of deep learning, knowledge representation, reasoning, learning, planning, decision-making, vision, robotics, speech, and NLP.

Machine Learning 105

Machine Learning Statistics Recreation/Entertainment Data Science 105

CIO Business Intelligence

APRIL 25, 2023

A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). What is ChatGPT? ChatGPT is a product of OpenAI.

Experimentation 116

Experimentation Enterprise Deep Learning Modeling 116

Cloudera

SEPTEMBER 20, 2022

The state of the art in AI systems for artistic tasks almost universally use deep-learning models, which presuppose a significant amount of compute resources both to create them, and once created to continue to use them for producing images. arXiv, January 26, 2021. Frontiers in Artificial Intelligence 4 (2021).

Deep Learning 86

Deep Learning Cost-Benefit Risk Data-driven 86

bridgei2i

MARCH 9, 2021

The use of AI for technology industry solutions in 2021 is similar to using the internet for commercial or economic purposes in the early 90s. Machine Learning: Since intelligence without learning isn’t intelligence, this subset of AI focuses on parsing data and modifying itself without human effort.

Technology 52

Technology Deep Learning Data-driven Optimization 52

KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

Deep Learning 53

Deep Learning Technology 53

Domino Data Lab

APRIL 29, 2021

Deep learning enthusiasts are increasingly putting NVIDIA’s GTC at the top of their gotta-be-there conference list. Three of them were particularly compelling and inspired a new point of view on transfer learning that I feel is important for analytical practitioners and leaders to understand. Deep Learning Trends from GTC21.

Data Science 134

Data Science Deep Learning Modeling Forecasting 134

CIO Business Intelligence

JUNE 15, 2022

Publiée fin 2021, l’étude de Tortoise place la province juste derrière l’Allemagne et la Corée du Sud, et devant des puissances technologiques comme Israël, le Japon et la France. Selon la firme PwC Canada , les sommes investies ont dépassé les 800 millions de dollars entre 2017 et 2021, dont 500 millions du gouvernement fédéral.

Finance 98

Finance Deep Learning Interactive Technology 98

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. Metis Machine — Enterprise-scale Machine Learning and Deep Learning deployment and automation platform for rapid deployment of models into existing infrastructure and applications. Great Data Minds – Data modernization consulting.

Testing 307

Testing Machine Learning Consulting Data Quality 307

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. AI is driving major changes in the financial world. It is estimated that Fintech companies spent over $9.5

Software 85

Software Finance Cost-Benefit Data-driven 85

CIO Business Intelligence

MARCH 30, 2022

The company next plans to explore new technologies, such as deep learning, Baumhof says. According to Gartner analyst Svetlana Sicular, by 2024, 60% of the data used for the development of AI and analytics solutions will be synthetically generated, up from 1% in 2021. Use tabletop exercises to simulate various outcomes.

Machine Learning 144

Machine Learning Risk Testing Data-driven 144