CIO Business Intelligence

MAY 20, 2022

The Machine Learning Department at Carnegie Mellon University was founded in 2006 and grew out of the Center for Automated Learning and Discovery (CALD), itself created in 1997 as an interdisciplinary group of researchers with interests in statistics and machine learning. University of Texas–Austin.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

Domino Data Lab

JULY 9, 2019

Chris Wiggins , Chief Data Scientist at The New York Times, presented “Data Science at the New York Times” at Rev. Wiggins also indicated that data science, data engineering, and data analysis are different groups at The New York Times. Session Summary. Transcript. Feel free to email me.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Data Science 101

DECEMBER 11, 2019

This weeks guest post comes from KDD (Knowledge Discovery and Data Mining). Every year they host an excellent and influential conference focusing on many areas of data science. Honestly, KDD has been promoting data science way before data science was even cool. 1989 to be exact. 22-27, 2020.

KDD 81

KDD Knowledge Discovery Data mining Statistics 81

bridgei2i

JANUARY 25, 2022

The Basic Guide to Data Science at the Workplace. The Basic Guide to Data Science at the Workplace. In this podcast episode, AI enthusiasts Anirudh and Janci talk about how sincere curiosity and passion for learning can help anyone understand data science and become an active contributor. Subscribe Now.

Data Science 52

Data Science Machine Learning Data-driven Statistics 52

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. The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

O'Reilly on Data

MAY 18, 2020

And last is the probabilistic nature of statistics and machine learning (ML). Most AI models decay overtime: This phenomenon, known more widely as model decay , refers to the declining quality of AI system results over time, as patterns in new data drift away from patterns learned in training data.

Risk 359

Risk Modeling Data Processing Software 359

O'Reilly on Data

SEPTEMBER 15, 2021

It isn’t surprising that employees see training as a route to promotion—especially as companies that want to hire in fields like data science, machine learning, and AI contend with a shortage of qualified employees. To nobody’s surprise, our survey showed that data science and AI professionals are mostly male.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

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

Rita Sallam

APRIL 2, 2023

We explored these questions and more at our Bake-Offs and Show Floor Showdowns at our Data and Analytics Summit in Orlando with 4,000 of our closest D&A friends and family. The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms.

Optimization 52

Optimization Machine Learning Insurance Risk 52

The Unofficial Google Data Science Blog

JULY 22, 2020

For example, imagine a fantasy football site is considering displaying advanced player statistics. A ramp-up strategy may mitigate the risk of upsetting the site’s loyal users who perhaps have strong preferences for the current statistics that are shown. One reason to do ramp-up is to mitigate the risk of never before seen arms.

Experimentation 95

Experimentation Statistics Testing Strategy 95

AWS Big Data

NOVEMBER 8, 2023

This post was co-written with Rajiv Arora, Director of Data Science Platform at Gilead Life Sciences. Gilead Sciences, Inc. This data volume is expected to increase monthly and is fully refreshed each month.

Data Lake 72

Data Lake Data Warehouse Cost-Benefit Optimization 72

Domino Data Lab

JULY 10, 2019

This blog also provides code examples with a Jupyter notebook that you can download or run via hosting provided by Domino. Ludwig randomly splits the data and trains the model on the training set until accuracy on the validation set stops improving. An example notebook can be downloaded and/or run via hosting provided by Domino.

Deep Learning 110

Deep Learning Visualization Recreation/Entertainment Data Processing 110

IBM Big Data Hub

APRIL 18, 2024

Achieving these feats is accomplished through a combination of sophisticated algorithms, natural language processing (NLP) and computer science principles. LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language.

Cost-Benefit 94

Cost-Benefit Modeling Manufacturing Interactive 94

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 191

Machine Learning Modeling Testing Risk Management 191

AWS Big Data

OCTOBER 18, 2023

AWS SCT highlights these objects in blue in the conversion statistics diagram and creates action items with a complexity attached to them. Select Redshift data agent , then choose OK. For Host name , if you installed the extraction agent on the same workstation as AWS SCT, enter 0.0.0.0 to indicate local host.

Analytics 92

Analytics Data Warehouse Testing Dashboards 92

bridgei2i

MARCH 27, 2020

In the 4th episode of the series, Host Aruna Babu talks to Pritam Kanti Paul – CTO and Co-Founder of BRIDGEi2i Analytics Solutions about the pace and scale of innovation in an AI-led world. He’s the CTO & one of the co-founders of BRIDGEi2i Analytics Solutions – one of the fastest-growing AI and data science firms in India.

Enterprise 86

Enterprise Consulting Sales Statistics 86

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. Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration. So, become data literate. The chat (#CXChat) was on customer experience and emerging technologies.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Perceptual Edge

NOVEMBER 13, 2017

One of the most popular shows in the early years of television was hosted by Art Linkletter, which included a segment called “Kids say the darndest things.” Only good can result from sharing our research data. If we share our data, our results can be confirmed. If we share our data, science can progress.

Recreation/Entertainment 55

Recreation/Entertainment Visualization Statistics Data Processing 55

The Unofficial Google Data Science Blog

JULY 18, 2023

Editor's note : The relationship between reliability and validity are somewhat analogous to that between the notions of statistical uncertainty and representational uncertainty introduced in an earlier post. In what follows, assume we have a large number of items and people, so that the measures have little statistical uncertainty.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

datapine

MAY 16, 2019

A sobering statistic if ever we saw one. Data can serve as a way to “check yourself” and get to the bottom of what truly makes your business tick. One of the fundamental benefits of restaurant-based data analytics is that fact that it can help you uncover critical business questions.

Analytics 163

Analytics Predictive Analytics Advertising Dashboards 163

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. I suspect we should.

Analytics 64

Analytics Measurement Modeling Data-driven 64

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. This was for the Chief Data Officer, or head of data and analytics. As such a head of analytics, BI and data science may emerge. CAO may well be a name for that role.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 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. BI analysts use data analytics, data visualization, and data modeling techniques and technologies to identify trends.

Business Intelligence 143

Business Intelligence Dashboards Data mining OLAP 143

CIO Business Intelligence

JUNE 9, 2022

In these instances, data feeds come largely from various advertising channels, and the reports they generate are designed to help marketers spend wisely. Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics.

Management 143

Management Advertising Data Lake Sales 143

CIO Business Intelligence

SEPTEMBER 22, 2023

What are the benefits of data management platforms? Modern, data-driven marketing teams must navigate a web of connected data sources and formats. Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics.

Management 105

Management Advertising Data Lake Sales 105

CIO Business Intelligence

AUGUST 5, 2022

Today, data visualization encompasses all manners of presenting data visually, from dashboards to reports, statistical graphs, heat maps, plots, infographics, and more. What is the business value of data visualization? Data visualization helps people analyze data, especially large volumes of data, quickly and efficiently.

Visualization 128

Visualization Dashboards Statistics Business Intelligence 128

O'Reilly on Data

JANUARY 25, 2021

AI, Machine Learning, and Data. Healthy growth in artificial intelligence has continued: machine learning is up 14%, while AI is up 64%; data science is up 16%, and statistics is up 47%. What about data science? Hadoop was at the center of the data science world a decade ago.

Machine Learning 363

Machine Learning Software Testing Technology 363