Analytics Vidhya

OCTOBER 28, 2022

Source: Canva Introduction In 2018 the researchers of OpenAI presented a framework for achieving strong natural language understanding (NLU) with a single task-agnostic model through generative pre-training and discriminative fine-tuning. This article was published as a part of the Data Science Blogathon.

Data Science 343

Data Science Publishing Modeling Analytics 343

Analytics Vidhya

OCTOBER 19, 2022

Source: Canva Introduction In 2018, Google AI researchers came up with BERT, which revolutionized the NLP domain. This article was published as a part of the Data Science Blogathon.

Modeling 338

Modeling Data Science Publishing Analytics 338

Analytics Vidhya

JUNE 23, 2023

In the year 2018, Google launched cloud AutoML which gained a lot of interest and is one of the most significant tools in the field of Machine Learning and Artificial Intelligence. Introduction AutoML is also known as Automatic Machine Learning.

Machine Learning 335

Machine Learning Modeling Analytics 335

Analytics Vidhya

OCTOBER 27, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction In 2018 Google AI released a self-supervised learning model […]. The post A Gentle Introduction to RoBERTa appeared first on Analytics Vidhya.

Data Science 306

Data Science Publishing Modeling Analytics 306

O'Reilly on Data

MARCH 19, 2020

Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage. PyTorch looks like a contender: it posted triple-digit growth in usage share rates in both 2018 and 2019. For example, the chatbots topic continues to decline, first by 17% in 2018 and by 34% in 2019.

Deep Learning 280

Deep Learning Machine Learning Data-driven Modeling 280

Analytics Vidhya

JUNE 26, 2019

DataHack Summit 2019 Bringing Together Futurists to Achieve Super Intelligence DataHack Summit 2018 was a grand success with more than 1,000 attendees from various. The post Announcing DataHack Summit 2019 – The Biggest Artificial Intelligence and Machine Learning Conference Yet appeared first on Analytics Vidhya.

Machine Learning 275

Machine Learning Analytics Deep Learning 275

O'Reilly on Data

FEBRUARY 4, 2019

At the 2018 Strata Data London, data privacy and GDPR were big topics. In fact, our 2018 conference happened the same week GDPR came online. Text and Language processing and analysis. Temporal data and time-series. Automation in data science and big data. Graph technologies and analytics.

Machine Learning 278

Machine Learning Enterprise IoT Big Data 278

David Menninger's Analyst Perspectives

DECEMBER 3, 2018

For the full breakdown of IBM's Analytics University 2018, and my analysis of all the largest announcements, watch my latest hot take. This also includes a new conversational assistant to help generate narrative explanations of displays and interactive queries.

Analytics 167

Analytics Visualization Interactive Business Intelligence 167

David Menninger's Analyst Perspectives

NOVEMBER 21, 2018

For the full breakdown of Tableau User Conference 2018, and my analysis of all the largest announcements, watch my hot take video. Further, Tableau announced new developer enhancements including a new developer program to better align tools built for Tableau with Tableau's interface.

Data Lake 160

Data Lake Data Integration Data Governance Software 160

Corinium

SEPTEMBER 23, 2019

So, it should be no surprise that NewVantage Partners’ Big Data Executive Survey 2018 suggests that 99% of business leaders are trying to make their organizations more data-driven. It might seem obvious that business decisions based on facts and data consistently deliver better results than those based on instinct or intuition.

Data-driven 150

Data-driven Big Data IT Data Strategy 150

O'Reilly on Data

JANUARY 29, 2019

In 2018, we decided to run a follow-up survey to determine whether companies’ machine learning (ML) and AI initiatives are sustainable—the results of which are in our recently published report, “ Evolving Data Infrastructure.”. We found companies were planning to use deep learning over the next 12-18 months.

Deep Learning 211

Deep Learning Machine Learning Data Science Metadata 211

Rocket-Powered Data Science

OCTOBER 16, 2020

The survey also had forward-looking questions, as well as historical comparisons and trends from results of similar “state of AI in the enterprise” surveys in 2018 and 2019. 2) The percentage who are concerned about other countries being more advanced than the U.S. in AI technology and implementation increased from 70% to 82%.

Strategy 198

Strategy Insurance Snapshot Digital Transformation 198

Business Over Broadway

JUNE 29, 2020

Comparing program languages usage from 2018 , we see that usage of Python has increased 4 percentage points (83% used in 2018) SQL usage remained the same (40% used in 2018). However, R usage decreased 5 percentage points (36%) from 2018 and 15 percentage points (46%) from 2017.

Machine Learning 128

Machine Learning Data Science Technology Analytics 128

datapine

APRIL 2, 2019

We have set the target date as December 2018, and we can see on the top of the example above that the current time frame combines the first 11 months of the year. She has 18 points above target and she is the second-best customer service agent in the year 2018. Balanced scorecard – how is my company performing? click to enlarge**.

Scorecard 226

Scorecard KPI Dashboards Reporting 226

Corinium

JULY 31, 2019

What was your biggest success for 2018? I’d have to say all the industry awards my programmes of work have won throughout 2018. I’ve been tackling this by using the data insights we have on our customers to make timely and relevant recommendations on ways they can get more value out of the products and services they hold with us.

Data-driven 150

Data-driven Marketing Metrics Management 150

Smart Data Collective

NOVEMBER 17, 2021

85,000 jobs disappeared from the retail sector in the first quarter of 2018, and about 30,000 retailers reported financial difficulties. from prior periods as of 2018. In the U.K., Despite the partly negative overall picture, global retailer revenue continues to grow, up 4.1%

Forecasting 136

Forecasting Machine Learning Sales Consulting 136

CIO Business Intelligence

APRIL 4, 2024

In 2018, Amazon introduced cashier-less tech “Just Walk Out” at a Seattle store. In his 2018 shareholder letter , Bezos expressed the vision of a store where customers could walk in, grab what they needed, and depart without delay. The system tracks items shoppers take and charges them automatically.

Marketing 111

Marketing Reporting Sales Technology 111

CIO Business Intelligence

MAY 23, 2024

On top of this, the rate at which this data is being created is expected to increase at such an extent that IDC predicts the global datasphere will grow from 33 zettabytes (ZB) in 2018 to 175 ZB by 2025 [2]. billion in 2022, more than three times that in 2018 [3], while the total global business value derived from AI is forecast to reach $3.9

Machine Learning 111

Machine Learning Forecasting Business Intelligence Software 111

CIO Business Intelligence

OCTOBER 13, 2023

We were the first European technology company to establish AI guiding principles back in 2018. Then, Since 2018 we have also had an AI Ethics Steering Committee and AI Ethics Advisory Panel that includes external experts and senior leaders from various disciplines.

Contextual Data 139

Contextual Data Optimization Sales Publishing 139

Smart Data Collective

JANUARY 27, 2021

A 2018 whitepaper from a team of researchers from the University of Copenhagen in Denmark showed that artificial intelligence modeling was more effective at forecasting trends in market prices than conventional benchmarks. However, trend forecasting appears to be much more effective at gauging the direction of cryptocurrency prices.

Machine Learning 140

Machine Learning Forecasting Predictive Analytics Marketing 140

CIO Business Intelligence

SEPTEMBER 8, 2022

In May 2018, Accenture completed the acquisition of UK-based Certus solutions to boost its capabilities to help enterprises move to Oracle cloud, specifically in the health and public sectors. In October 2018, it acquired DAZ systems along with its 300 employees to bolster its Oracle Cloud ERP services business.

Consulting 105

Consulting Digital Transformation Manufacturing Software 105

Dataiku

NOVEMBER 15, 2022

It’s been four years since the last World Cup in 2018, when France won their second star on their crest. Even if you are not particularly interested in football, you might still find that World Cups are a fun moment where people share joy and excitement.

Machine Learning 105

Machine Learning Modeling 105

CIO Business Intelligence

NOVEMBER 15, 2024

SalesforceIQ, a software development company he co-founded in 2015, was acquired by Salesforce in 2018, while his next venture, low-code platform vendor Airkit, was swallowed up by Salesforce in October 2023. Evans has been in and out of Salesforce too.

Publishing 131

Publishing Software IT Management 131

O'Reilly on Data

APRIL 5, 2023

In 2018, Reuters reported that Amazon had scrapped an AI recruiting tool that had developed a bias against female applicants. Worse yet, the AI’s bias would likely find its way into the system’s database and follow the students from one class to the next.

Cost-Benefit 277

Cost-Benefit Data-driven Measurement Visualization 277

CIO Business Intelligence

APRIL 22, 2024

MuleSoft, acquired by Salesforce in 2018 for $5.7 Salesforce was most likely to integrate Informatica’s offerings with its MuleSoft offerings, which competes in the iPaaS market along with vendors such as Informatica, Oracle, SAP, Microsoft, Boomi, IBM, TIBCO, and AWS.

Reporting 122

Reporting B2B Enterprise Software 122

CIO Business Intelligence

APRIL 28, 2022

Slack has been working on helping customers automate common actions within its chat application for a few years now , especially since acquiring Missions in 2018, which specializes in workflow automation. Flow in Slack.

Dashboards 126

Dashboards Visualization Interactive Enterprise 126

Smart Data Collective

DECEMBER 3, 2021

The Bureau of Labor Statistics reports that there were over 31,000 people working in this field back in 2018. It is also one of the most relevant tools in every industry this year, according to the “Technology Radar 2018” prepared by the engineering company BBVA Next Technologies, of BBVA. That could be a wise career move.

Machine Learning 125

Machine Learning Data Science Internet of Things Big Data 125

Corinium

JUNE 6, 2019

Fractal’s 2018 Net Promoter Score is greater than 70. We are partnered with these cloud services providers in programs helping organizations navigate seamlessly into the cloud. Lastly, Fractal’s clients provide us a Net Promoter Score on each one of our engagements, every quarter.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

JULY 14, 2022

The ANWR Group, a Mainhausen-based community of financial services and retailers in the footwear, sporting goods, and leather goods industries, has, until 2018, used the ERP system of its bank subsidiary DZB Bank, and as a result, banking sector regulations for financial accounting and controlling also applied to the retail area of ??the

Reporting 97

Reporting Consulting Software Strategy 97

The Data Visualisation Catalogue

MAY 9, 2024

A year in Graphic detail, October 2018 – December 2019 — The Economist Fertility and life expectancy. Tools to generate this chart: MS PowerBI Examples China emits far less greenhouse gas per person than Western countries did at the same stage of economic development.

Snapshot 99

Snapshot Visualization 99

CIO Business Intelligence

SEPTEMBER 7, 2022

Another startup, founded in 2018 in the UK under the name Glas Data, provides a cloud-based agriculture analysis platform that can aggregate data from various sources in the farm and provide insights in the form of dashboard visualizations.

B2B 105

B2B Contextual Data Deep Learning IoT 105

CIO Business Intelligence

OCTOBER 17, 2024

From 2012 through 2018, the SEC paid Company A approximately $10.7 Despite growing concerns, the SEC only terminated its relationship with the data center after the contract expired in 2018. million for the use of Company A’s data center in Beltsville, Maryland.” By then, the Commission had spent $10.7 million on the contract​.

Broadcasting 122

Broadcasting Risk Reporting Measurement 122

Smart Data Collective

SEPTEMBER 30, 2022

The landscape of blockchain-driven solutions: from 2018 to 2022. In 2018-2019, budding blockchain-based advertising projects provided the first opportunity to buy clean and secure traffic, enriched with genuine data about ad campaign performance. Globally, ad fraud will most certainly cost advertisers $81 billion in 2022.

Advertising 141

Advertising Marketing Technology Uncertainty 141

erwin

FEBRUARY 6, 2020

In 2018, IDC predicted that the collective sum of the world’s data would grow from 33 zettabytes (ZB) to 175 ZB by 2025. One piece of the research that stuck with me is that 70% of respondents spend 10 or more hours per week on data-related activities. Protecting data came in last place. That’s a lot of data to manage!

Management 144

Management Data Governance Cost-Benefit Metadata 144

Rocket-Powered Data Science

DECEMBER 16, 2018

Workshop on Meta-Learning (MetaLearn 2018). Learn more about meta-learning from these resources: “ From zero to research — An introduction to Meta-learning “ “ What’s New in Deep Learning Research: Understanding Meta-Learning “ “ Learning to Learn “ Meta Learning presentation.

Machine Learning 203

Machine Learning Metrics Optimization Data Science 203

Smart Data Collective

APRIL 13, 2021

After a marginal increase in 2015, another steep rise happened in 2016 through 2017 before the volume decreased in 2018 and rose in 2019, and dropped again in 2020. Similarly, in 2018 the volume of breaches dropped to 1.257 billion (from 1.632 billion in 2017), but the records exposed dramatically increased to 471.23 million (from 35.7

Testing 130

Testing Behavioral Analytics Data-driven Big Data 130

AWS Big Data

JULY 6, 2023

We process the year 2018 to extract time series on 100 geographical points. We use Step Functions to launch the parallel processing of the 365 days of the year 2018. This dataset contains satellite data at 15-minute intervals, in netcdf format, which represents approximately 100 GB for 1 year.

Machine Learning 145

Machine Learning Visualization IoT Digital Transformation 145