David Menninger's Analyst Perspectives

OCTOBER 5, 2018

In 2017 Strata + Hadoop World was changed to the Strata Data Conference. That theme continued this year, but my impression of the event was of a community looking to get value out of data regardless of the technology being used to manage that data.

Marketing 140

Marketing Machine Learning Technology Management 140

Smart Data Collective

MARCH 23, 2022

One of the overlooked benefits of AI in website optimization pertains to ADA compliance. However, we have witnessed a significant uptick in ADA cases being filed against website owners since 2017. between Q1 of 2017 and Q1 of 2018. Of course, you also have to follow the ADA guidelines to avoid a costly lawsuit.

Cost-Benefit 100

Cost-Benefit Data mining Sales Testing 100

Sisense

JULY 24, 2019

Once both issues are addressed, the user can ask “how many customers are responsible for 80% of my Q1 2018 income compared to 2017?” and the system will know to look after ‘ clients ’ and aggregate the ‘ revenue ’ (the actual variable names in the system) to compare between Q1 2018 and Q1 2017. Machine Intent vs. User Intent.

Analytics 89

Analytics Experimentation Metadata Big Data 89

Smart Data Collective

SEPTEMBER 30, 2021

million between 1988-2017 and the resulting food insecurity has caused hundreds of thousands of deaths, if not more. There is growing evidence big data and machine learning can help save the environment. Optimization of Electric Vehicle Charging. Overall, droughts have cost the world $1.5 Wildlife Conservation.

Machine Learning 120

Machine Learning Cost-Benefit Optimization Forecasting 120

Smart Data Collective

APRIL 9, 2019

Big data is going to have a large impact on the direction of this growing industry. Industry data shows that the real money betting and gambling sector was worth around $417 billion in 2012. iGaming Evolves with Big Data. Big data is going to play a more important role in all of them.

Technology 66

Technology Big Data Cost-Benefit Risk 66

AWS Big Data

JUNE 6, 2023

Amazon EMR on EKS provides a deployment option for Amazon EMR that allows organizations to run open-source big data frameworks on Amazon Elastic Kubernetes Service (Amazon EKS). This performance-optimized runtime offered by Amazon EMR makes your Spark jobs run fast and cost-effectively. The EMR runtime provides up to 5.37

Optimization 71

Optimization Data Lake Cost-Benefit Management 71

Cloudera

DECEMBER 19, 2018

Natural language analytics and streaming data analytics are emerging technologies that will impact the market. Cloud computing has passed the tipping point, with most organizations comfortable moving critical data and applications to the public cloud. Big Data Technologies and Architectures.

Data Warehouse 53

Data Warehouse Analytics Big Data Data Architecture 53

Smart Data Collective

APRIL 5, 2022

Although SageMaker has become a popular hardware accelerator since it was launched in 2017, there are plenty of other overlooked hardware accelerators on the market. If you want to streamline various parts of the data science development process, then you should be aware of all of your options.

Cost-Benefit 122

Cost-Benefit Machine Learning Data Science Unstructured Data 122

AWS Big Data

AUGUST 21, 2023

See How do I rebalance the uneven shard distribution in my Amazon OpenSearch Service cluster for information on how to take remediation actions to configure your domain shard strategy for optimal performance. Gene joined AWS in 2017. The solution also runs Lambda code, and in this case the Lambda functions make API calls.

Metrics 91

Metrics Testing Strategy Metadata 91

IBM Big Data Hub

MAY 26, 2023

Cloud computing offers the potential to redefine and personalize customer relationships, transform and optimize operations, improve governance and transparency, and expand business agility and capability. In 2017, 94% of hospitals used electronic clinical data from their EHR.

Consulting 73

Consulting Cost-Benefit Optimization Machine Learning 73

IBM Big Data Hub

FEBRUARY 20, 2024

The IBM® Environmental Intelligence Suite is a SaaS platform that includes dashboards, alerts and notifications, geospatial and weather data application programming interfaces (APIs) and add-ons with industry-specific environmental models for business resilience and optimization. Global Change Research Program, 2017.

Modeling 114

Modeling Forecasting Reporting Risk 114

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. Why IBM Consulting for generative AI on AWS?

Consulting 59

Consulting Machine Learning Manufacturing Optimization 59

IBM Big Data Hub

AUGUST 1, 2023

“Continuity is critical for Cadence when it comes to optimizing operations and having the ability to deliver chip and system design software to customers quickly. With its decades-long history of delivering electronic design innovation and offering hosted design services, Cadence Design Systems, Inc.

Digital Transformation 63

Digital Transformation Risk Data Processing Enterprise 63

Smart Data Collective

AUGUST 5, 2020

AI Algorithms to Optimize Judicial Procedures. As a rule, predictive algorithms and other AI systems that are based on machine learning apply already existing historical data sets. It depends strictly on the type and quality of data received. Such a thing might cause false positives when dealing with crime data.

Risk 106

Risk Statistics Machine Learning Big Data 106

IBM Big Data Hub

MARCH 8, 2024

Digital optimization and automation tools have made it cheaper and easier for businesses to use customer data or third-party data, creating intelligent ecommerce sites. For example, since 2017 Dominos has operated its own app for mobile devices through which customers can quickly order a pizza.

Consulting 81

Consulting Marketing Sales Data Processing 81

Jedox

JULY 17, 2018

New software technologies empower the office of finance and other lines of business to capture data, share knowledge, and align on common goals to optimize the budgeting and forecasting process and drive performance across the organization. Forbes 2018, 10 Predictions For AI, Big Data, And Analytics in 2018.

Machine Learning 47

Machine Learning Technology Digital Transformation Predictive Analytics 47

Insight

JUNE 2, 2019

bin/scala to provide /usr/bin/scala (scala) in auto mode $ scala -version Scala code runner version 2.11.12 -- Copyright 2002-2017, LAMP/EPFL Please make note of the Scala version here. Note: Horizontal scaling can be detrimental as it increases the amount of data shuffled across. Setting up scala (2.11.12-4~18.04).

Testing 67

Testing Management Data Processing Interactive 67

Ontotext

MAY 30, 2019

He has been tasked with smuggling data – not in the 90s as the movie had it, but these days. It’s the dawn of a yet another Forrester report ( TechRadar : Artificial Intelligence Technologies, Q1 2017 ) highlighting the importance and the potential of semantic technology to represent and govern knowledge. Linked Data and Volume.

Cost-Benefit 87

Cost-Benefit Technology Big Data Metadata 87

IBM Big Data Hub

FEBRUARY 6, 2024

AliPay also introduced its “Smile to Pay” facial recognition application on mobile devices in 2017, which allows customers to make purchases by posing in front of point-of-sale machines. Mastercard also announced its pilot of biometric recognition just under two years ago.

Cost-Benefit 88

Cost-Benefit Finance Sales Risk 88

Ontotext

MAY 30, 2019

He has been tasked with smuggling data – not in the 90s as the movie had it, but these days. It’s the dawn of a yet another Forrester report ( TechRadar : Artificial Intelligence Technologies, Q1 2017 ) highlighting the importance and the potential of semantic technology to represent and govern knowledge. Linked Data and Volume.

Cost-Benefit 75

Cost-Benefit Technology Big Data Metadata 75

O'Reilly on Data

SEPTEMBER 11, 2019

Machine learning, artificial intelligence, data engineering, and architecture are driving the data space. The Strata Data Conferences helped chronicle the birth of big data, as well as the emergence of data science, streaming, and machine learning (ML) as disruptive phenomena. 1 again in proposals this year.

IoT 20

IoT Big Data Data Warehouse Uncertainty 20

Domino Data Lab

MAY 8, 2019

Finale Doshi-Velez, Been Kim (2017-02-28) ; see also the Domino blog article about TCAV. Adrian Weller (2017-07-29). “ Perhaps if machine learning were solely being used to optimize advertising or ecommerce, then Agile-ish notions could serve well enough. Having more data is generally better; however, there are subtle nuances.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

datapine

NOVEMBER 19, 2019

There are a large number of tools used in AI, including versions of search and mathematical optimization, logic, methods based on probability and economics, and many others. Some more examples of AI applications can be found in various domains: in 2020 we will experience more AI in combination with big data in healthcare.

Technology 279

Technology Internet of Things IT IoT 279

Occam's Razor

MAY 2, 2017

The very best analysts are know what matter’s the most are not the insights from big data but clear actions and compelling business impact from usually a smaller subset of key data. There are Search people and Content people and Landing Page Optimizers and Cart fixers and Attribution Specialists and more.

Metrics 141

Metrics Key Performance Indicator B2B Measurement 141

Occam's Razor

SEPTEMBER 15, 2014

Company UX leaders are happy to stink less by taking the sub-optimal path of responsive design, rather than create a mobile-unique experience (your customers tend to do different things on your desktop site than your mobile site!). Many reasons. CEOs still don't get it. The next tab is more fun/important, the search performance report.

Metrics 141

Metrics Reporting Analytics Marketing 141

Occam's Razor

FEBRUARY 28, 2017

Additionally, I passionately believe that optimal metrics help solve for more than an individual’s behavior. While not optimal, it was understandable given the evolutionary stage they were at. Or, worry a ton about the three ad levers you can pull, Content, Targeting, Bids, to ensure you are optimizing for the max leads you can get.

Key Performance Indicator 106

Key Performance Indicator Metrics Measurement Advertising 106

Insight

MARCH 29, 2019

Now, as the Director of Data Science and Data Engineering at Reonomy, a startup using data to transform the commercial real estate industry, Maureen is able to focus on leading her fast-growing team and driving strategic decisions at the company. solving data science problems at YP Mobile Labs, Gilt Groupe, and then Compass?—?she

Data Science 73

Data Science Management ROI Data Processing 73

Domino Data Lab

FEBRUARY 4, 2019

People who attended JupyterCon 2017–2018 can attest, an “industry poster session” includes an open bar, catered hors d’oeuvres, lots of mingling … to paraphrase feedback from JupyterCon, “As a tech person, would I get up extra early to meet strangers for coffee at 8:00 am? Katherine Twomey, Gert Westermann (2017). This is not that.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Cloudera

MARCH 19, 2019

Optimization of 5G networks to increase capacity and satisfy regulators, whether for AML, fraud, risk modeling or privacy. The answer to enterprises’ needs and demands outlined above is Enterprise Data Cloud , a new market niche that Cloudera is uniquely positioned to fill based on its new value curve depicted in Figure 3.

Strategy 46

Strategy Cost-Benefit Risk Marketing 46

The Unofficial Google Data Science Blog

JULY 22, 2020

A/B testing isn’t simple just because data is big — the law of large numbers doesn’t take care of everything! Even with big data, A/B tests require thinking deeply and critically about whether or not the assumptions made match the data. An efficient bandit algorithm for realtime multivariate optimization."

Experimentation 95

Experimentation Statistics Testing Strategy 95

Sisense

FEBRUARY 6, 2020

In Data Surrounds Us , we take a look at how technology is used to optimize the processes and decisions we make in our professional and personal lives. It won’t come as a shock that working in a data analytics company means data is one of our principal obsessions. We’re more than just believers in the power of data.

Visualization 97

Visualization Internet of Things Data Analytics Analytics 97

Occam's Razor

DECEMBER 8, 2017

The lesson is about the limitation of optimizing for a local maxima, usually in a silo. I believe this approach optimizes for a local maxima (the media buying bubble) and does not create the necessary incentives to solve for the global maxima (short or long-term business success). I believe this is necessary, but not sufficient.

Broadcasting 121

Broadcasting Measurement Marketing Sales 121

datapine

NOVEMBER 27, 2019

Accordingly, predictive and prescriptive analytics are by far the most discussed business analytics trends among the BI professionals, especially since big data is becoming the main focus of analytics processes that are being leveraged not just by big enterprises, but small and medium-sized businesses alike.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

DataRobot Blog

OCTOBER 3, 2017

With this integration, customers can now harness the full power of Azure’s Big Data offerings in a self-service manner to gain immediate value.”. 2) When data becomes information, many (incremental) use cases surface. The post 3 Major Trends at Strata New York 2017 appeared first on DataRobot AI Cloud.

Data Lake 52

Data Lake Data Architecture Advertising Insurance 52

O'Reilly on Data

JANUARY 25, 2021

Our data shows that Chef and Puppet peaked in 2017, when Kubernetes started an almost exponential growth spurt, as Figure 4 shows. It’s possible that AI (along with machine learning, data, big data, and all their fellow travelers) is descending into the trough of the hype cycle. So why is it in third place?

Machine Learning 363

Machine Learning Software Testing Technology 363

Occam's Razor

OCTOBER 12, 2017

Years and years of practice with R or "Big Data." Optimal Starting SCOTUS Starting Points. The Future of Life Institute hosted a conference in Asilomar in Jan 2017 with just such a purpose. The entire list of videos is well worth watching, prioritize the individual ones: Beneficial AI 2017.

Marketing 136

Marketing Analytics Machine Learning Strategy 136

Occam's Razor

JULY 13, 2017

As an analyst, as a Big Data person, as a Data Scientist, pouring the right data on humanity is only marginally effective. publishes a ton of data. Their Statistical Bulletin 2017 has a lovely collection of graphs and charts that we all use in some shape or form. Insanely helpful. 17 mil lives saved.

Visualization 124

Visualization Strategy Interactive Statistics 124