O'Reilly on Data

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. Three ideas to set the stage: OpenAI is not the only organization to have powerful language models. These models will continue to become more powerful.

Modeling 351

Modeling Marketing Testing Machine Learning 351

CIO Business Intelligence

APRIL 1, 2022

There is no need to pre-process data, train or hypertune machine learning models, nor load balance or manually provision your infrastructure to handle unpredictable traffic spikes. Released in July 2020, Recommendations AI is another managed service that aims to improve product recommendations. “For

IT 97

IT Machine Learning Cost-Benefit Data Collection 97

Cloudera

DECEMBER 11, 2020

A recent McKinsey survey, cited in CRN , shows that worldwide, 58 percent of customer interactions were digital as of July 2020. That compares to only 36 percent of customer interactions as of December 2019, which was before the pandemic impacted business, and only 20 percent in May 2018.

Insurance 94

Insurance Digital Transformation Unstructured Data Machine Learning 94

CIO Business Intelligence

JANUARY 5, 2024

With stints at Procter & Gamble, HPE and DHL, Jaime González-Peralta landed at Radisson Hotel Group four years ago as CIO for EMEA and then became global CIO in April 2020 — a particularly complex moment due to the paralysis that the pandemic inflicted on the world of travel. How have you rebuilt all the IT talent?

IT 102

IT Finance Cost-Benefit Strategy 102

CIO Business Intelligence

MARCH 6, 2024

Banking on AI Kavin Mistry, head of digital marketing and personalization at TSB Bank, is another executive exploring how AI and machine learning (ML) can boost CX. We’ve got a big partnership with Microsoft, which we started in 2020. We’re now knocking the ball out the park when it comes to customer satisfaction.”

Interactive 127

Interactive Technology Strategy Consulting 127

Decision Management Solutions

DECEMBER 17, 2020

Find ways to connect and interact with your customers in a more human way in this “remote everything” world. To sustain loyalty and increase retention, automated interactions need to be engaging too—and human interactions need more support from automated systems and processes. Don’t Just Sit There, Experiment! ”.

Machine Learning 52

Machine Learning Interactive Uncertainty Management 52

CIO Business Intelligence

AUGUST 1, 2023

But we don’t necessarily see this with AI-driven models, in which the return on scale can continue to climb to previously unheard-of levels. Artificial Intelligence, Machine Learning Generative AI seals the deal.

Strategy 52

Strategy Data-driven Interactive Uncertainty 52

Smart Data Collective

APRIL 22, 2020

The following is just a sample of the many ways big data and machine learning are flattening the coronavirus curve, as well as study the disease, mount a sensible public response and reopen our communities, economies and countries. Number and frequency of interactions with others. Social and hygiene habits. Weather and climate.

Big Data 111

Big Data Machine Learning Risk Interactive 111

Dataiku

MAY 20, 2020

Many inefficiencies may go unnoticed when working in the office that ultimately lead to significant loss of time or of project relevance, but these issues can at least be partially mitigated by informal discussions and water cooler interactions. The Challenges of Remote Data Science. The Benefits of Remote-Ready Data Science.

Data Science 105

Data Science IT Machine Learning Testing 105

Business Over Broadway

MAY 22, 2019

Remember that digital transformation is about transforming your business and operating models with technology. Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration. IoT Artificial Intelligence. AI Adoption is Key to Improving the Customer Experience: [link].

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

CIO Business Intelligence

OCTOBER 19, 2022

However we may have defined the “future of work” before 2020, our new reality has advanced technology investments, inspired new operational models, and changed how we work. Once on the “way out list” of technology investments, AI, RPA, machine learning, and other automation innovations are augmenting work itself.

Digital Transformation 139

Digital Transformation Technology Modeling Management 139

Cloudera

AUGUST 3, 2021

January 2020 is a distant memory, but for most, the early days of the pandemic was a time that will be ingrained in memories for decades, if not generations. Consider that e-commerce’s acceleration due to the pandemic saw retailers’ digital sales penetration realize 10 years of growth in just the first three months of 2020 alone. .

Analytics 111

Analytics Digital Transformation Forecasting Risk 111

Smart Data Collective

NOVEMBER 24, 2020

In this article, you’ll discover: upcoming trends in business intelligence what benefits will BI provide for businesses in 2020 and on? interactive reports, dashboards, timesheets flexibility in creating data apps user-friendly search for data trends integration with third-parties profound search feature. QlickSense. SAP Lumira.

Business Intelligence 130

Business Intelligence Visualization Dashboards Prescriptive Analytics 130

Domino Data Lab

JULY 28, 2021

There are many software packages that allow anyone to build a predictive model, but without expertise in math and statistics, a practitioner runs the risk of creating a faulty, unethical, and even possibly illegal data science application. All models are not made equal. Computer Science Skills.

Data Science 110

Data Science Statistics Recreation/Entertainment Predictive Analytics 110

Cloudera

JANUARY 26, 2022

This archaic version of our internet was the first time (mainframe) computers interacted with each other. Virtual machines came to be, and this meant that several (virtual) environments with their own operating systems could run in one physical computer. . billion in 2020 and is expected to reach $145 billion by 2026.

Data Processing 85

Data Processing IoT Cost-Benefit Digital Transformation 85

bridgei2i

APRIL 27, 2020

From Dunzo trying to deliver anything to your doorstep to applications like Price Club aggregating deliveries at local apartments – the lockdown has shown many examples of companies trying to innovate on their digital delivery models to serve customers better. Many may not even have up-to-date knowledge about the situation.

Uncertainty 91

Uncertainty Machine Learning Reporting Interactive 91

Cloudera

FEBRUARY 24, 2021

One shift the financial services industry will have to come to terms with is the fact that 2020 may have made risk management models of the past outdated or obsolete , particularly credit risk models. Artificial intelligence and machine learning (AI/ML) will be central to risk modeling in 2021 and the future.

Risk Management 61

Risk Management Risk Recreation/Entertainment Machine Learning 61

datapine

DECEMBER 11, 2019

billion by 2022—a level of growth that will shape SaaS trends in 2020. SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. 2019 was a breakthrough year for the SaaS world in many ways.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

IBM Big Data Hub

JULY 19, 2023

The explosion in digital data—in combination with declining availability of skilled and willing human resources to ingest and process the digital data in a compliant manner—is forcing life sciences organizations to explore AI, machine learning and now generative AI technologies. Why IBM Consulting for generative AI on AWS?

Consulting 60

Consulting Machine Learning Manufacturing Optimization 60

Smart Data Collective

JANUARY 26, 2021

We covered the benefits of using machine learning and other big data tools in translations in the past. Sometimes big data models can look at which keywords and topics are trending on social media and, as translation company Tomedes points out, that can involve multiple languages. That’s just staggering.

Data Architecture 122

Data Architecture Big Data Data Strategy Data-driven 122

Cloudera

AUGUST 20, 2020

2020 may well go down as the year where what seems impossible today, did become possible tomorrow. UOB used deep learning to improve detection of procurement fraud, thereby fighting financial crime. It’s been a year filled with disruption and uncertainty. One day we were all going to the office, and the next we were working from home.

Enterprise 120

Enterprise Experimentation Uncertainty Deep Learning 120

IBM Big Data Hub

JUNE 23, 2023

The six key “game-changing” enablers of cloud are as follows: Cost flexibility: The ability to shift cost from CapEx to OpEx and from fixed to variable pay-as-you-go models. Foundation models are becoming an essential ingredient of new AI-based workflows, and IBM Watson products have been using foundation models since 2020.

Insurance 56

Insurance Cost-Benefit Digital Transformation Marketing 56

IBM Big Data Hub

AUGUST 7, 2023

Research conducted by the Tufts Center for Study of Drug Development and presented in 2020 found that 23% of trials fail to achieve planned recruitment timelines 1 ; four years later, many of IBM’s clients still share the same struggle. AI models can be designed to detect anomalies in real-time site performance data.

Optimization 55

Optimization Forecasting Data-driven Strategy 55

IBM Big Data Hub

MARCH 8, 2024

The ecosystem has become more complex as business models advance and new ecommerce trends appear. In what McKinsey refers to as “the e-commerce catch-22,” many retailers with significant growth in ecommerce sales through 2020 and 2021 saw their margins decline.

Consulting 80

Consulting Marketing Sales Data Processing 80

erwin

MARCH 12, 2020

Forrester recently released its “Now Tech: Enterprise Architecture Management Suites for Q1 2020” to give organizations an enterprise architecture (EA) playbook. Being able to connect the enterprise architecture management suites to your business operating model will give you “ real-time insights into strategy and operations.”.

Enterprise 85

Enterprise Reporting Management ROI 85

IBM Big Data Hub

JULY 11, 2023

Better machine learning (ML) algorithms, more access to data, cheaper hardware and the availability of 5G have contributed to the increasing application of AI in the healthcare industry, accelerating the pace of change. US, German and French researchers used deep learning on more than 100,000 images to identify skin cancer.

Deep Learning 55

Deep Learning Cost-Benefit Insurance Machine Learning 55

CIO Business Intelligence

AUGUST 9, 2023

Digital transformation has remained a top objective ever since, having accelerated in 2020, as work, commerce, and everyday activities shifted online in response to COVID-19 lockdowns. Next, “Horizon 2 is about innovating business models. Amazon became a metaphor for markets upended in upstarts digitalization wake.

Digital Transformation 137

Digital Transformation Strategy Data-driven Consulting 137

DataRobot

SEPTEMBER 30, 2021

For example, with a consumer-facing application, the requirements of trust for the business department, who created and owns the AI app, are very different from those of the consumer who interacts with it potentially on their own home devices. Trust in the performance of an AI/machine learning model.

Cost-Benefit 52

Cost-Benefit Machine Learning Interactive Modeling 52

Cloudera

FEBRUARY 18, 2021

In 2021, with the crisis hopefully fading, insurance will have time to evaluate the changes made in 2020, assessing what worked and what didn’t, and planning a new way forward rather than reacting in real time. . We’ve written about the changes forced on the traditionally risk-averse insurance industry by COVID-19.

Insurance 105

Insurance Digital Transformation Risk Data-driven 105

datapine

NOVEMBER 19, 2019

In this post, we’re going to give you the 10 IT & technology buzzwords you won’t be able to avoid in 2020 so that you can stay poised to take advantage of market opportunities and new conversations alike. Get the inside scoop and learn all the new buzzwords in tech for 2020! Computer Vision. Artificial Intelligence (AI).

Technology 279

Technology Internet of Things IT IoT 279

AWS Big Data

MAY 4, 2023

After deployment, the user will have access to a Jupyter notebook, where they can interact with two datasets from ASDI on AWS: Coupled Model Intercomparison Project 6 (CMIP6) and ECMWF ERA5 Reanalysis. Dataset Variables Disk Size Xarray Dataset Size Region ERA5 2011–2020 (120 netcdf files) 53.5GB 364.1

Data Processing 93

Data Processing Metadata Informatics Interactive 93

Insight

MARCH 12, 2020

The AIgent was built with BERT, Google’s state-of-the-art language model. In this article, I will discuss the construction of the AIgent, from data collection to model assembly. Features: DistilBERT Text Embeddings Once I had a raw dataset, I could begin engineering features and building a natural language processing (NLP) model.

Modeling 59

Modeling Metadata Publishing Sales 59

Octopai

OCTOBER 18, 2021

If you’re looking for data assets related to annual revenue, or created between August 2020 and January 2021, or owned by Mary Brown, the metadata will let you find it. You as the user have to initiate the interaction in order to gain anything. Let’s Get Active! All the metadata and metadata management described above is passive.

Metadata 83

Metadata Management IT Data Quality 83

DataRobot

FEBRUARY 9, 2021

In the United States, in addition to payment holidays, a $3 trillion stimulus bill helped ease the economic pain of layoffs that took place in the spring of 2020. They’re also proving to be adept at giving customers the interactions they want. Although the virus seemed to stall and the U.S.

Forecasting 52

Forecasting Risk Digital Transformation Machine Learning 52

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB. We live in a hybrid data world.

IT 111

IT Data Architecture Unstructured Data Big Data 111

IBM Big Data Hub

OCTOBER 9, 2023

As governments around the globe continue experimenting with the use of AI, and looking into ways to tap into foundational models offered by generative AI, one important question stands out: How will citizens benefit from the technology? The public sector is called just that for a reason: the public should always be the priority.

Interactive 51

Interactive Technology Statistics Consulting 51

Paul Blogs on BI

JULY 8, 2019

Over 50 attendees pre-registered for IBIS 2020 during the conference itself! The new HTML5 user interface revolutionizes both the power and capabilities of interacting with Web Intelligence reports. There was also a lot of discussion about Cloud, Machine Learning and Artificial Intelligence. In addition, BI 4.3

Dashboards 53

Dashboards Snapshot Business Intelligence Visualization 53