Cloudera

NOVEMBER 16, 2022

I recently had the privilege of attending the CDAO event in Boston hosted by Corinium. Overall, it struck me that while data science is not new, most firms are still defining the mission of the data office and data officer. Revenue: increased revenue, greater client adoption, increased pipeline of products.

Insurance 84

Insurance Cost-Benefit Metrics Measurement 84

Smart Data Collective

MAY 31, 2022

Towards Data Science published an article on some of the biggest developments in machine learning over the past century. As the term may already suggest, this type of data annotation involves the process of assigning a value to specific portions of a piece of data. A Host of Interesting Applications.

Machine Learning 100

Machine Learning Cost-Benefit Data Processing Metrics 100

AWS Big Data

AUGUST 19, 2024

This allows business analysts and decision-makers to gain valuable insights, visualize key metrics, and explore the data in depth, enabling informed decision-making and strategic planning for pricing and promotional strategies. Use Amazon Route 53 to create a private hosted zone that resolves the Snowflake endpoint within your VPC.

Analytics 98

Analytics Data-driven Data Integration Data Lake 98

DataRobot

JUNE 29, 2021

Above image shows a DataRobot MLOps retraining policy set to trigger when data drift occurs. As part of the same process, it also generates and tests a whole host of new models and presents the top ones as recommended challengers. Continuous AI not only retrains your current production models for you. Over and over. It asks The Robot.

Machine Learning 80

Machine Learning Data Processing Forecasting Modeling 80

Data Science 101

OCTOBER 19, 2023

When shopping for a hosting service from various cloud providers, you’ll find that pricing for 98% uptime is standard. It really depends on the business problems we are try to solve, but the most commonly used metric is a similarity score. Let me provide a different analogy. Is it possible to be a deep generalist in DS/ML?

Data Processing 59

Data Processing Metrics Modeling Technology 59

O'Reilly on Data

DECEMBER 12, 2019

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8].

Machine Learning 197

Machine Learning Modeling Testing Risk Management 197

CIO Business Intelligence

NOVEMBER 14, 2023

At a previous company with a cost-effective corporate data center and infrastructure environment, Upchurch found that simply moving enterprise applications to the cloud would have decimated the budget. Quantifiable, dynamic, and outcome-oriented metrics are essential to track progress.

Strategy 145

Strategy Cost-Benefit IT Key Performance Indicator 145

The Unofficial Google Data Science Blog

JULY 17, 2018

In some cases, data scientists provide executive level guidance, reporting insights and trends. Alternatively, guidance and insight may be delivered below the executive level to product managers and engineering leads, directing product feature development via metrics and A/B experiments.

Data Science 85

Data Science Snapshot Data Processing Optimization 85

IBM Big Data Hub

DECEMBER 20, 2023

This calls for the organization to also make important decisions regarding data, talent and technology: A well-crafted strategy will provide a clear plan for managing, analyzing and leveraging data for AI initiatives. What metrics need to be improved? Interview department heads to identify potential issues AI could help solve.

Strategy 71

Strategy Business Objectives Cost-Benefit Consulting 71

datapine

MAY 21, 2019

These benefits include cost efficiency, the optimization of inventory levels, the reduction of information waste, enhanced marketing communications, and better internal communication – among a host of other business-boosting improvements. The price of deploying BI is a primary concern among small and medium-sized enterprises (SMEs).

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards ROI 183

bridgei2i

FEBRUARY 24, 2021

In our latest episode of the AI to Impact podcast, host Monica Gupta – Manager of AI Actions, meets with Sunil Mudgal – Advisor, Talent Analytics, BRIDGEi2i, to discuss the benefits of adopting AI-powered surveillance systems in HR organizations. How do you track and report the impact of these metrics on key business outcomes?

Cost-Benefit 92

Cost-Benefit Recreation/Entertainment Digital Transformation Scorecard 92

DataRobot

JANUARY 15, 2020

A few days ago, Kaggle --and its data science community--was rocked by a cheating scandal. Kaggle is a popular online forum that hosts machine learning competitions with real-world data, often provided by commercial or non-profit enterprises to crowd-source AI solutions to their problems.

Data Processing 16

Data Processing Testing Metrics Machine Learning 16

CIO Business Intelligence

JANUARY 4, 2023

Recently members of our community came together for a roundtable discussion, hosted by Dell Technologies, about trends, trials, and all the excitement around what’s next. Fortunately, the HPC community is both collaborative and transparent in our work to apply and advance supercomputing technologies.

Cost-Benefit 57

Cost-Benefit Machine Learning Uncertainty Modeling 57

datapine

MARCH 31, 2022

On the flip side, if you enjoy diving deep into the technical side of things, with the right mix of skills for business intelligence you can work a host of incredibly interesting problems that will keep you in flow for hours on end. A background in (or a firm grasp of) data warehousing and mining. There’s A Wealth Of Choice.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Business Over Broadway

MAY 22, 2019

I was invited as a guest in a weekly tweet chat that is hosted by Annette Franz and Sue Duris. I conducted a customer experience best practices study and found that loyalty leading companies focus analytics efforts on customer understanding rather than internal metrics. So, become data literate. So, become data literate.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

DataKitchen

APRIL 13, 2021

Piperr.io — Pre-built data pipelines across enterprise stakeholders, from IT to analytics, tech, data science and LoBs. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Genie — Distributed big data orchestration service by Netflix.

Testing 300

Testing Machine Learning Consulting Data Quality 300

Alation

FEBRUARY 13, 2020

What role does data play in your customer-first culture? Graves: As I mentioned, one of the key things for us is that we sell web products for our customers to build their own web presence – domains, hosting, shopping carts, and SSL certs. So we came up with a concept called a Unified Data Set (UDS).

Digital Transformation 52

Digital Transformation Data-driven Business Intelligence Big Data 52

Domino Data Lab

JUNE 10, 2020

Today, we announced the latest release of Domino’s data science platform which represents a big step forward for enterprise data science teams. Domino’s best-in-class Workbench is now even more powerful for data scientists.

Data Science 82

Data Science Enterprise Experimentation Modeling 82

Domino Data Lab

JUNE 2, 2019

Co-chair Paco Nathan provides highlights of Rev 2 , a data science leaders summit. We held Rev 2 May 23-24 in NYC, as the place where “data science leaders and their teams come to learn from each other.” If you lead a data science team/org, DM me and I’ll send you an invite to data-head.slack.com ”.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

AWS Big Data

SEPTEMBER 22, 2023

At Stitch Fix, we have been powered by data science since its foundation and rely on many modern data lake and data processing technologies. In our infrastructure, Apache Kafka has emerged as a powerful tool for managing event streams and facilitating real-time data processing.

Management 108

Management Metrics Cost-Benefit Data Lake 108

DataRobot Blog

JANUARY 10, 2023

ML model builders spend a ton of time running multiple experiments in a data science notebook environment before moving the well-tested and robust models from those experiments to a secure, production-grade environment for general consumption. 42% of data scientists are solo practitioners or on teams of five or fewer people.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

CIO Business Intelligence

JANUARY 20, 2023

Dashboards are hosted software applications that automatically pull together available data into charts and graphs that give a sense of the immediate state of the company. The potential use cases for BI extend beyond the typical business performance metrics of improved sales and reduced costs.

Business Intelligence 144

Business Intelligence Dashboards Data mining OLAP 144

Domino Data Lab

MAY 8, 2019

The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work. Instead, consider a “full stack” tracing from the point of data collection all the way out through inference. Let’s look through some antidotes. Machine learning model interpretability. Ergo, less interpretable.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

AUGUST 15, 2023

Whether a project aims to improve suicide prevention using data science or to create new revenue streams by reimagining an organization’s core business, CIO 100 Award winners demonstrate the innovative spirit of today’s IT in the face of rapidly evolving organizational challenges.

IT 98

IT Manufacturing IoT Cost-Benefit 98

IBM Big Data Hub

NOVEMBER 13, 2023

But Docker lacked an automated “orchestration” tool, which made it time-consuming and complex for data science teams to scale applications. Kubernetes can also run on bare metal servers and virtual machines (VMs) in private cloud, hybrid cloud and edge settings, provided the host OS is a version of Linux or Windows.

Machine Learning 107

Machine Learning Data-driven Software Testing 107

IBM Big Data Hub

NOVEMBER 14, 2023

Additionally, by managing the data product as an isolated unit it can have location flexibility and portability — private or public cloud — depending on the established sensitivity and privacy controls for the data.

Strategy 103

Strategy Cost-Benefit Data-driven Measurement 103

The Unofficial Google Data Science Blog

JULY 18, 2023

Once we’ve answered that, we will then define and use metrics to understand the quality of human-labeled data, along with a measurement framework that we call Cross-replication Reliability or xRR. Last, we’ll provide a case study of how xRR can be used to measure improvements in a data-labeling platform.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Insight

MARCH 25, 2020

This design feature vector then queries the feature index libraries using L2 norm as the similarity search metrics ( cosine similarity is also available). More specifically, I used a metric called hit ratio at n (HR@ n ). Pair is built as a Dockerized Streamlit container image and is hosted in the cloud via GCP.

Deep Learning 53

Deep Learning Metrics Data Processing Interactive 53

bridgei2i

JANUARY 25, 2022

In this episode of the AI to Impact Podcast, host Shivalika interacts with Kishore Kumar, Technical Lead & Senior AI Solutions architect at BRIDGEi2i, to know all about how MLOps is transforming the landscape for data scientists and engineers alike. I’m your host Shivalika Singh, and I’m an ML engineer at BRIDGEi2i.

Machine Learning 52

Machine Learning Modeling Data Processing Enterprise 52

AWS Big Data

MARCH 26, 2024

The following figure shows some of the metrics derived from the study. With this capability, you can design reports for different levels catering to varying needs: executive reports offering strategic overviews, management reports highlighting operational metrics, and detailed reports diving into the specifics.

Data Strategy 72

Data Strategy Strategy Data Warehouse Prescriptive Analytics 72

CIO Business Intelligence

JUNE 14, 2023

In the case of intelligent operations, real-time data informs immediate operational decisions. An airline carrier needs to know how many gates are open and how many passengers are on each plane – metrics that change from moment to moment.

Unstructured Data 62

Unstructured Data IT Manufacturing Visualization 62

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. – We did some early work a few years ago that look at the career path of a CDO – see from 2016 Build Your Career Path to the Chief Data Officer Role. We write about data and analytics.

Analytics 64

Analytics Measurement Data-driven Modeling 64

CIO Business Intelligence

AUGUST 5, 2022

Klipfolio: Klipfolio is designed to enable users to access and combine data from hundreds of services without writing any code. It leverages pre-built, curated instant metrics and a powerful data modeler, making it a good tool for building custom dashboards. Data visualization certifications. Certifications can help.

Visualization 143

Visualization Dashboards Statistics Business Intelligence 143

datapine

MAY 16, 2019

In summary, restaurant-based data analytics is crucial to the success of your restaurant because they enable you to: Organize your data and omit any metrics that are relevant to your goals. Transform your most valuable data into actionable insights. Monitor , measure and track your performance with interactive KPIs.

Analytics 163

Analytics Predictive Analytics Advertising Dashboards 163

AWS Big Data

FEBRUARY 2, 2023

Since its launch in 2006, Amazon Simple Storage Service (Amazon S3) has experienced major growth, supporting multiple use cases such as hosting websites, creating data lakes, serving as object storage for consumer applications, storing logs, and archiving data.

Reporting 88

Reporting Data Lake Management Optimization 88

datapine

OCTOBER 14, 2020

An interactive dashboard is a data management tool that tracks, analyzes, monitors, and visually displays key business metrics while allowing users to interact with data, enabling them to make well-informed, data-driven, and healthy business decisions. They all host invaluable data for your business.

Dashboards 235

Dashboards Interactive Reporting KPI 235

DataRobot Blog

MARCH 7, 2023

Flexibility and Scalability: Benefits of the DataRobot and Azure Integration The DataRobot integration with Microsoft provides our customers with flexible options for procurement via the Azure Marketplace, easy model deployment in the Azure ecosystem, and built-in data connectors for Azure Synapse Analytics, ADLS Gen2, and Azure SQL Database.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59