O'Reilly on Data

JANUARY 10, 2023

A quick Google search will show that anxiety about an end to AI funding has continued through the year. And while I haven’t mentioned Google and Facebook, they have demoed equivalents to most of these applications. UI design is important–and UI design for AI application is a topic that hasn’t been adequately explored.

Interactive 314

Interactive Modeling Technology Enterprise 314

O'Reilly on Data

NOVEMBER 13, 2018

million users), we’re finding strong interest in machine learning topics. Below are the top search topics on our training platform: Beyond “search,” note that we’re seeing strong growth in consumption of content related to ML across all formats—books, posts, video, and training. Data Platforms. Model lifecycle management.

Machine Learning 277

Machine Learning Risk Management Statistics 277

CIO Business Intelligence

APRIL 30, 2025

Google Professional Cloud Architect : Googles cloud architect certification assesses your ability to design, plan, manage, and provision cloud solution architecture and infrastructure. Youll also be tested on your knowledge of AWS deployment and management services, among other AWS services.

Testing 108

Testing Cost-Benefit Optimization Software 108

CIO Business Intelligence

NOVEMBER 13, 2024

Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics. Workday announced new AI agents to transform HR and finance processes, and Google issued more AI-powered advertising and marketing tools.

IT 141

IT Consulting ROI Cost-Benefit 141

O'Reilly on Data

DECEMBER 12, 2023

What about the authors who teach their readers how to master a complicated technology topic? Google, which invented Transformers, knows better than anyone that Transformer-based models destroy metadata, unless you do a lot of special engineering. But Google has the best search engine in the world.

Modeling 335

Modeling Sales Software Statistics 335

O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. Notorious for having led one Google employee to believe that it was sentient. How Does It Work?

IT 348

IT Modeling Testing Risk 348

CIO Business Intelligence

MARCH 4, 2025

Salesforce is launching a new marketplace named AgentExchange for its agents and agent-related actions, topics, and templates to increase adoption of AI agents and allow its partners to monetize them. Currently, partners can list prompt templates and topics, Salesforce said. What is AgentExchange?

Metadata 64

Metadata Manufacturing Finance Software 64

O'Reilly on Data

JUNE 18, 2024

The data to answer hyperlocal questions about topics like fertilization and pest management exists but it’s spread across many databases with many owners: governments, NGOs, and corporations, in addition to local knowledge about what works. Different microclimates, pests, crops: what works for your neighbor might not work for you.

Testing 318

Testing Software Modeling Measurement 318

CIO Business Intelligence

AUGUST 29, 2024

Google has updated its Gemini large language model (LLM) with a new feature, dubbed Gems, that allows users to train Gemini on any topic of their choice and use it as a customized AI assistant for various use cases. Gems, previewed at Google I/O this year, is currently available for Gemini Advanced, Business, and Enterprise users.

Experimentation 128

Experimentation Modeling Enterprise Marketing 128

O'Reilly on Data

DECEMBER 18, 2019

So companies think, ‘Well, what’s that one big win that we could have like the one that Google’s working on?’ This is finally becoming a board-level topic for companies I interact with,” he said. ’ And that’s not the right way to think about this. ” (01:54).

Interactive 256

Interactive Optimization Marketing IT 256

David Menninger's Analyst Perspectives

MAY 9, 2024

The artificial intelligence (AI) market is exploding with activity, which is part of the reason we recently announced that we have dedicated an entire practice at Ventana Research to the topic. So, it was no surprise that at the recent Google Cloud Next ’24 event, the big focus was on AI.

Finance 130

Finance Sales Data Integration Marketing 130

Occam's Razor

MARCH 30, 2017

It attempts to simplify a topic that has more than it’s share of coolness, confusion and complexity. This topic has consumed a lot of my thinking over the last year (you’ll see the exact start date below). Google Photos. Google Photos uses AI to solve this problem. A rare post today. No more theory, we felt it!

Marketing Analytics 166

Marketing Analytics Marketing Analytics Deep Learning 166

Smart Data Collective

JANUARY 18, 2021

With as many as 300 hours of video being uploaded to YouTube every minute, there are literally thousands of videos on just about any topic you can think of. That said, YouTube is a search engine, just like Google, so SEO is key. That said, if a 30-minute video makes the most sense for your topic, go for it. Choosing Your Tags.

Data Analytics 134

Data Analytics Analytics Data mining Big Data 134

O'Reilly on Data

OCTOBER 19, 2021

Managing the process of converting raw facts to features is a deep topic of its own, potentially involving feature encoders, feature stores, and so on. Producing labels is another, equally deep topic. Software Development Layers. Before you have a model, you have to decide how to feed it with labelled data.

IT 364

IT Testing Experimentation Software 364

Occam's Razor

OCTOBER 10, 2011

No more embarrassing your brand on Twitter, Facebook, Google Plus, YouTube. Google Plus. Pick Sarah Palin for your topic. :) But that would not be accretive for your brand equity, would it? On Google (paid search), on Facebook (display ads), on Radio (audio ads), and all other channels you can think of.

Metrics 166

Metrics Measurement Advertising Key Performance Indicator 166

O'Reilly on Data

MARCH 24, 2020

” Researchers at Google AI have adapted Snorkel to label data at industrial/web scale and demonstrated its utility in three scenarios: topic classification, product classification, and real-time event classification. Snorkel doesn’t stop at data labeling.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

CIO Business Intelligence

JULY 23, 2024

The importance of these topics is clear, and leaders are grappling with the “how” – how to act responsibly with our data, how to work with governing bodies on solutions, and how to embed these values into the organizations we lead. Alex advocates for establishing industry-wide standards led by major platforms like Google and Meta.

Technology 124

Technology Risk Software Management 124

O'Reilly on Data

SEPTEMBER 15, 2021

Kafka, Spark, Google BigQuery, and Dask were in the middle, with a lot of users (15%, 19%, 8%, and 5%) and above-average salaries ($179,000, $172,000, $170,000, and $170,000). Google Cloud is an obvious omission from this story. These frameworks had relatively few users—the most widely used in this group was Amundsen with 0.8%

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

datapine

SEPTEMBER 16, 2022

A mere Amazon search of this topic returns over 15k items. These projects explore different topics which include the Olympics, the Royals, myths, presidents, and more, exploring different technologies, visualization, and design techniques to show that data viz is an equal part of science and art. Not sure where to start?

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Smart Data Collective

DECEMBER 15, 2022

Increase Views With Google. You need a solid Google Ads plan to increase your business’s web traffic. There has to be some kind of Google Shopping and search advertising included, if for no other reason than to re-market to those who have already visited the online shop. AI technology has made this easier than ever.

Advertising 145

Advertising Recreation/Entertainment Marketing Software 145

Smart Data Collective

JUNE 5, 2021

Google is constantly using new machine learning updates to change the way that it assigns SERPs. Latent semantic indexing is a concept that search engines like Google use to discover how a keyword and content work together to mean the same thing. Marketers can also use AI technology to improve their SEO strategy.

Strategy 138

Strategy Marketing Data-driven Machine Learning 138

CIO Business Intelligence

MARCH 21, 2024

Security and AI were both important topics to DSAG members, as growing percentages cited it as a key topic for the future in the group’s survey. AWS and Azure, Google Cloud, etc., “The DSAG members surveyed are critical of SAP’s S/4HANA cloud strategy,” he said in a statement. tend to have more enviable positions,” he said. “So

Strategy 124

Strategy Software Enterprise Technology 124

Smart Data Collective

AUGUST 30, 2020

The freemium Ubsersuggest software includes: Keyword research Backlink checking Topic research Competitors’ sites analysis SEO site audit Week-by-week personalized action plan. Google Trends. The graphic above gives you some idea of what you can do with Google Trends. A free service that is available to anyone. You get a lot!

Data-driven 128

Data-driven Marketing Consulting Testing 128

Smart Data Collective

JANUARY 11, 2023

Once you are able to identify the kind of people that’ll be interested in the kind of content you create, it’ll be easier to come up with topic ideas. Importantly, even with the right topics and keywords, your content may still not achieve the desired result if it’s not properly organized.

Data-driven 122

Data-driven Marketing Advertising Big Data 122

CIO Business Intelligence

AUGUST 11, 2023

Every time you look something up in Google or Bing, you’re helping to train the system. Mallet , an open-source, Java-based package for statistical NLP, document classification, clustering, topic modeling, information extraction, and other ML applications to text. Google Cloud Translation. NLTK is offered under the Apache 2.0

Unstructured Data 142

Unstructured Data Machine Learning Data Science Data mining 142

Smart Data Collective

APRIL 5, 2022

For someone with an online business, staying on top of hundreds of Google algorithm updates and implementing data-driven SEM practices is the key to place digital content on top of search engine results and enhance visibility. It is Google’s rating of the quality and relevance of your keywords and PPC ads. Reporting Results.

Marketing 144

Marketing Data Analytics Analytics Advertising 144

O'Reilly on Data

JUNE 7, 2022

But then the question becomes “How many specialized datasets would we need to train a general intelligence so that it’s accurate on any conceivable topic?” Google has done some excellent work at reducing power consumption, though it remains huge , and Facebook has released their OPT model with an open source license.

Modeling 364

Modeling Interactive Optimization Deep Learning 364

Data Science 101

MAY 23, 2019

Google I/O 2019 Videos – Google’s big annual conference. Microsoft Learning Paths for Developers – Various free trainings Data Science Interview Questions – An very complete PDF of data science interview topics and sample questions. Many of the presentation are available to watch online.

Data Science 97

Data Science Data Processing 97

O'Reilly on Data

MARCH 31, 2020

Your team also needs to solve a cold start problem so you can recommend movies before the system begins collecting user feedback data (typically solved by using contextual topic-based or popularity-based recommendations), but once you gather explicit user ratings and video viewing data, you should be able to build a reasonable system.

Management 363

Management Machine Learning Experimentation Metrics 363

Smart Data Collective

OCTOBER 3, 2023

You can post homework or assignments online, such as on Blackboard or Google Classroom, helping students stay more organized. Taking tests and quizzes via Google Forms also immediately lets the students know their scores. They also allow class participation for students who may be shy and reluctant to participate elsewhere.

Technology 127

Technology Cost-Benefit Data-driven Software 127

CIO Business Intelligence

MAY 2, 2025

I can meet with the necessary colleagues at any time in collaboration sessions and discuss topics, he says. Among other things, it enables indoor street views, allowing employees to virtually move through the factories, and users can orient themselves using a mini-map, similar to Google Maps. The advantages, he says, are obvious.

Optimization 69

Optimization Data Science Strategy Modeling 69

Smart Data Collective

MAY 7, 2019

One of the ways that big data is transforming local marketing is by optimizing Google Reviews. Michael has been kind enough to write a guest post on the benefits of using big data to create higher quality Google Reviews. Big Data is the Key to Using Google Reviews for Optimal Impact. A paper on big data analytics by T.

Big Data 107

Big Data Marketing Advertising Data-driven 107

datapine

SEPTEMBER 6, 2022

To get you started on the topic, we’ve put together this guide including definitions, benefits, examples, and a list of best practices. A content analysis report is a perfect tool to get a 360-view of what kind of topics, formats, and frequency your audience enjoys the most and generate content that is targeted to them.

Dashboards 179

Dashboards Reporting Metrics ROI 179

Occam's Razor

NOVEMBER 21, 2011

In perhaps a career-limiting move I'm going to try to do that today (and for a controversial topic to boot!). In this post about an important Google change, I want you to focus less on the data and focus more on the methodology. Google visits: 26,548. It is astonishingly common that we are asked to analyze the impossible.

Metrics 137

Metrics Reporting Key Performance Indicator Analytics 137

Smart Data Collective

AUGUST 12, 2019

Google is constantly developing new artificial intelligence algorithms to improve search engine results. However, Google isn’t the only company using AI and machine learning in search. John Giannandrea, the head of Google Search that was appointed in 2016, has stated that AI is the biggest disruptor in online search.

Machine Learning 92

Machine Learning Marketing Publishing Strategy 92

Smart Data Collective

DECEMBER 14, 2019

One predictive analytics tool is Google Trends. Many ecommerce marketers use Google Trends to predict demand in various industries. Matt Ellis of Ecom Dash wrote an entire article on this topic. Predictive analytics makes it easier to find ever green niches. Count your interests and your problems when picking a niche.

Predictive Analytics 126

Predictive Analytics Analytics Marketing Analytics Technologies 126

Data Science 101

APRIL 26, 2019

As the following figure from Google Trends demonstrates, golang and data science became trendy topics at about the same time and grew at a similar rate. There have even been a couple books written about the topic. I decided to do some searching and find some conclusions about whether golang is a good choice for data science.

Data Science 111

Data Science Machine Learning Interactive Optimization 111