The Unofficial Google Data Science Blog

NOVEMBER 17, 2020

On the other hand, sophisticated machine learning models are flexible in their form but not easy to control. Introduction Machine learning models often behave unpredictably, as data scientists would be the first to tell you. A more general approach is to learn a Generalized Additive Model (GAM).

Machine Learning 108

Machine Learning Deep Learning Modeling Interactive 108

Smart Data Collective

OCTOBER 11, 2023

It offers a wealth of tools and features that empower developers to craft responsive, interactive, and visually stunning user interfaces. The following YouTube video, titled “Machine Learning and AI for Angular Developers” by Jerry Kurata was conducted at the NG-MY Conference in 2019.

Machine Learning 99

Machine Learning Interactive Predictive Analytics Data-driven 99

Timo Elliott

JANUARY 22, 2019

2019 is the year that analytics technology starts delivering what users have been dreaming about for over forty years — easy, natural access to reliable business information. Machine learning everywhere. Thanks to advances in machine learning, prescriptive “intelligent applications” have become a reality.

Analytics 89

Analytics Machine Learning Unstructured Data Digital Transformation 89

Smart Data Collective

MAY 21, 2019

In 2019, the already established web development trends will go on evolving and seeping into more areas. Such juggernauts as React and Angular will still be on the top in 2019, but there are also other players to show up. Neural networks and machine learning are expected to bring chatbots closer to this goal.

Big Data 100

Big Data Interactive Manufacturing Predictive Analytics 100

CIO Business Intelligence

FEBRUARY 6, 2023

The customer experience in life insurance has not been very digital,” says Gartner analyst Kimberly Harris-Ferrante, noting the very traditional human-to-human interactions in the industry. are substituting face-to-face meetings with advanced, value-added digital interactions with customers. COVID was the digital disruptor.

Insurance 117

Insurance IT Digital Transformation Machine Learning 117

O'Reilly on Data

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%.

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Data-driven Software Statistics Marketing 331

Business Over Broadway

DECEMBER 20, 2018

The importance of data science and machine learning continues to grow in business and beyond. Favorite Data Science and Machine Learning Blogs, Podcasts and Newsletters – In a worldwide survey, over 16,000 data professionals were asked to indicate their favorite data science blogs, podcasts and newsletters.

Machine Learning 74

Machine Learning Data Science Deep Learning Predictive Analytics 74

Smart Data Collective

SEPTEMBER 30, 2019

Machine learning and other big data technology has rendered password security a greater concern. Alexander Polyakov of Towards Data Science discussed some of the ways that they are using machine learning to exploit their victims. How effective is machine learning for breaking passwords?

Machine Learning 71

Machine Learning Big Data Risk Interactive 71

Smart Data Collective

JUNE 10, 2019

This article, therefore, discusses the top programming languages of 2019. You will encounter it all over web applications, network servers, desktop application, media tools, machine learning, and others. This language allows the developer to create interactive websites and is a highly useful web tool alongside CSS and HTML.

IoT 84

IoT Machine Learning Interactive Data Science 84

CIO Business Intelligence

OCTOBER 18, 2023

For instance, the company completed its conversion to a 100% Agile company in 2019, an achievement that reinforced its commitment to clients. In this process, new ways of working, based on corporate philosophy and culture aimed at change and adaptation, were integral to success.

Digital Transformation 113

Digital Transformation Insurance Interactive Sales 113

Rocket-Powered Data Science

MARCH 10, 2020

In 2019, I was asked to write the Foreword for the book “ Graph Algorithms: Practical Examples in Apache Spark and Neo4j “ , by Mark Needham and Amy E. Any interaction between the two ( e.g., a financial transaction in a financial database) would be flagged by the authorities, and the interactions would come under great scrutiny.

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Metadata Machine Learning ROI Prescriptive Analytics 250

CIO Business Intelligence

APRIL 15, 2022

And 20% of IT leaders say machine learning/artificial intelligence will drive the most IT investment. Insights gained from analytics and actions driven by machine learning algorithms can give organizations a competitive advantage, but mistakes can be costly in terms of reputation, revenue, or even lives.

Analytics 144

Analytics Machine Learning Insurance Testing 144

O'Reilly on Data

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. Year-over-year (YOY) growth compares January through September 2020 with the same months of 2019. O’Reilly Online Learning.

Machine Learning 362

Machine Learning Software Testing Technology 362

datapine

NOVEMBER 19, 2019

While we’ve seen traces of this in 2019, it’s in 2020 that computer vision will make a significant mark in both the consumer and business world. Already in our shortlist of tech buzzwords 2019, artificial intelligence is on the front scene for next year again. Artificial Intelligence (AI). Connected Retail.

Technology 279

Technology Internet of Things IT IoT 279

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. These are machine learning algorithms; the more data collected the better the results,” she said. We do it all for you automatically.”.

IT 100

IT Machine Learning Cost-Benefit Data Collection 100

Corinium

JUNE 6, 2019

The use of newer techniques, especially Machine Learning and Deep Learning, including RNNs and LSTMs, have high applicability in time series forecasting. Newer methods can work with large amounts of data and are able to unearth latent interactions. What are you most looking forward to about CDAOI Insurance 2019?

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Insurance Analytics Forecasting Deep Learning 250

datapine

DECEMBER 4, 2019

With technologies such as natural language processing, machine learning, pattern recognition cognitive computing is considered as a next-generation system that will help experts to make better decisions throughout industries such as healthcare, retail, security, and e-commerce, among others. Mobile Analytics.

Business Intelligence 212

Business Intelligence Prescriptive Analytics Analytics Predictive Analytics 212

Business Over Broadway

MAY 22, 2019

Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration. Learn the basics of analytics; take a course in data science; this type of knowledge will help you understand the value of data and how AI/Machine Learning works.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

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.

Data Science 105

Data Science IT Machine Learning Testing 105

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. What if 2020 is an anomaly?

Insurance 94

Insurance Digital Transformation Unstructured Data Machine Learning 94

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. I’d like to share my thoughts on GPT-3 in terms of risks and countermeasures, and discuss real examples of how I have interacted with the model to support my learning journey.

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Modeling Marketing Testing Machine Learning 342

Smart Data Collective

DECEMBER 22, 2020

We have previously talked about the benefits of data analytics and machine learning for keyword research. On average, it takes five to seven interactions with a brand before a potential customer makes a purchase. A 2019 survey by Edelman showed that 81% of consumers buy from brands they trust.

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Data-driven Sales Advertising Big Data 119

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. 2019 was a particularly major year for the business intelligence industry. Today, managers and workers need to interact differently as they face an always-more competitive environment.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Smart Data Collective

FEBRUARY 6, 2020

Machine learning has given birth to a ton of new personalization capabilities. Criteo has talked about some of these breakthroughs with machine learning and personalization , which include a greater availability of real-time data and ability to mine and process it more quickly. Interactive Emails.

Big Data 116

Big Data Marketing Machine Learning Advertising 116

CIO Business Intelligence

JUNE 7, 2022

Those numbers represent the projected growth of chatbot interactions among banking customers between 2019 to 2023 and the cost savings from 862 hours less of work by support personnel, according to research by Juniper Research. In business, when a trend is forecast to grow by more than 3000% and generate cost savings of $7.3

Unstructured Data 87

Unstructured Data Deep Learning Insurance Interactive 87

AWS Big Data

NOVEMBER 10, 2023

This integration expands the possibilities for AWS analytics and machine learning (ML) solutions, making the data warehouse accessible to a broader range of applications. Johan Olivier is a Senior Machine Learning Engineer for Capitec’s Model Platform. He has supported Capitec in their AWS journey since 2019.

Data Processing 95

Data Processing Data Lake Data Warehouse Optimization 95

Smart Data Collective

JULY 24, 2019

Rostering software is available to operations of all varieties, and should be on top of every manager’s wishlist in 2019. If you aren’t sold on the solution yet, then here is why rostering software is a valuable asset in 2019. Machine learning has made geo-targeting possible, which is now available in rostering tools as well.

Data Science 76

Data Science Big Data Software Data-driven 76

Insight

APRIL 10, 2019

Insight’s Data Science & Data Engineering programs expand to Los Angeles Photo by Pedro Marroquin on Unsplash We are excited to announce that the Insight Data Science and Data Engineering Fellows Programs are expanding to Los Angeles beginning September 2019. Thomas Noriega is a Machine Learning Engineer at Dia & Co. ,

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Data Science Machine Learning Finance IoT 75

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. . Just like the Internet, the cloud computing concept was born when the U.S.

Data Processing 85

Data Processing IoT Cost-Benefit Digital Transformation 85

Smarten

AUGUST 23, 2022

Talk all you want about machine learning and natural language processing but the boundaries and restrictions placed on these concepts in a typical analytical solution do not make it as easy as business users might like. How many donuts were sold in Scottsdale, Arizona during Thanksgiving 2019 and 2018? It’s that simple!

Data-driven 76

Data-driven Sales Optimization Machine Learning 76

CIO Business Intelligence

JANUARY 5, 2024

When I joined the group in June 2019, there were two decision-making centers: Americas and the rest of the world. We’re already starting the next plan to evolve the revenue management systems to reach the level of sophistication we’re looking for thanks to the application of machine learning.

IT 105

IT Finance Cost-Benefit Strategy 105

datapine

DECEMBER 11, 2019

2019 was a breakthrough year for the SaaS world in many ways. Indeed, according to Bloomberg, public cloud platforms, business services, and applications (SaaS) will all grow at a 9% CAGR (Compound Annual Growth Rate) between 2019 and 2023, and worth $60.36 A Betterbuys report reveals that the specific expenditure in the U.S.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

Domino Data Lab

MAY 8, 2019

I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Other good related papers include: “ Towards A Rigorous Science of Interpretable Machine Learning ”. Not yet, if ever.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

AUGUST 2, 2022

Li gained experience in visual art and UX design as well as product management and software development before joining SwipeGuide in 2019. I learn best through hands-on learning and just by tackling problems,” Li says. “My I think that’s going to be an important step towards having more robust machine learning models as well.

Machine Learning 82

Machine Learning B2B Dashboards Measurement 82

IBM Big Data Hub

MARCH 8, 2024

From driverless cars to smarter cities, farms, and even shopping experiences, the latest standard in wireless networks is poised to transform the way we interact with information, devices and each other. In the tech world and beyond, new 5G applications are being discovered every day. What is 5G?

IoT 100

IoT Broadcasting Internet of Things Technology 100

Smart Data Collective

OCTOBER 14, 2019

Besides enabling you to train data sets for machine learning purposes, it has a visualization component that could bring your data to life and make it more interpretable by people who aren’t data professionals but need to make sense of the information. It allows secure and interactive SQL analytics at the petabyte scale.

Data Science 67

Data Science Machine Learning Big Data Interactive 67

CIO Business Intelligence

OCTOBER 13, 2022

Rich Gilbert, who joined Aflac in 2019 as chief digital and information officer, now serves as its chief transformation officer and head of individual benefits. With COVID-19, the whole business model is disrupted because there’s no personal interaction, there’s no worksite and you’ve got a product that requires it to be sold, not bought.

IT 127

IT Insurance Cost-Benefit Modeling 127