Rocket-Powered Data Science

FEBRUARY 15, 2023

While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

AWS Big Data

MAY 2, 2025

Through a visual designer, you can configure custom AI search flowsa series of AI-driven data enrichments performed during ingestion and search. Each processor applies a type of data transform such as encoding text into vector embeddings, or summarizing search results with a chatbot AI service.

Machine Learning 88

Machine Learning Visualization Dashboards Metadata 88

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. In this post, we provide benchmark results of running increasingly complex data quality rulesets over a predefined test dataset.

Data Quality 115

Data Quality Measurement Testing Visualization 115

datapine

AUGUST 19, 2020

In our cutthroat digital economy, massive amounts of data are gathered, stored, analyzed, and optimized to deliver the best possible experience to customers and partners. Collecting big amounts of data is not the only thing to do; knowing how to process, analyze, and visualize the insights you gain from it is key.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

datapine

JUNE 7, 2021

The organic conversions on your website determine the quality of your website traffic. Domain authority can be increased through backlinks, however, this system is often abused by websites that post poor-quality backlinks on multiple domains. Mobile Traffic and Rankings. Plus, make sure your image is relevant.

Metrics 205

Metrics Optimization KPI Visualization 205

AWS Big Data

OCTOBER 30, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze your data using standard SQL and your existing business intelligence (BI) tools. Data ingestion is the process of getting data to Amazon Redshift.

Data Warehouse 111

Data Warehouse Sales Data Lake Recreation/Entertainment 111

AWS Big Data

OCTOBER 10, 2023

Data governance is the process of ensuring the integrity, availability, usability, and security of an organization’s data. Due to the volume, velocity, and variety of data being ingested in data lakes, it can get challenging to develop and maintain policies and procedures to ensure data governance at scale for your data lake.

Data Quality 111

Data Quality Data Governance Data Lake Testing 111

Smart Data Collective

JANUARY 18, 2021

Big data is at the core of any competent marketing strategy. We have talked before about the importance of merging big data with SEO. However, we mostly talked about using data-driven SEO to drive traffic to your money site. Big data SEO strategies can also be very effective with YouTube marketing.

Data Analytics 134

Data Analytics Analytics Data mining Big Data 134

Smart Data Collective

FEBRUARY 23, 2021

Marketers around the world are embracing data-driven marketing to drive better results from their campaigns. However, while doing so, you need to work with a lot of data and this could lead to some big data mistakes. But why use data-driven marketing in the first place? Big Data Mistakes You Must Avoid.

Big Data 142

Big Data Visualization Data Quality Data-driven 142

Smart Data Collective

SEPTEMBER 7, 2022

Data mining technology has led to some important breakthroughs in modern marketing. Even major companies like HubSpot have talked extensively about the benefits of using data mining for marketing. One of the most important ways that companies can use data mining in their marketing strategies is with SEO.

Data mining 145

Data mining Strategy Marketing Optimization 145

Smart Data Collective

AUGUST 11, 2022

Human labeling and data labeling are however important aspects of the AI function as they help to identify and convert raw data into a more meaningful form for AI and machine learning to learn. Artificial Intelligence, in turn, needs to process data to make conclusions. How Artificial Intelligence is Impacting Data Quality.

Data Quality 139

Data Quality Machine Learning Digital Transformation Big Data 139

DataKitchen

JUNE 24, 2021

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. Kurt Zimmer, Head of Data Engineering for Data Enablement at AstraZeneca. Jim Tyo, Chief Data Officer, Invesco. Data takes a long journey.

Metrics 211

Metrics ROI Measurement Cost-Benefit 211

datapine

NOVEMBER 19, 2019

In this day and age, we’re all constantly hearing the terms “big data”, “data scientist”, and “in-memory analytics” being thrown around. Almost all the major software companies are continuously making use of the leading Business Intelligence (BI) and Data discovery tools available in the market to take their brand forward.

Business Intelligence 146

Business Intelligence Knowledge Discovery Dashboards Unstructured Data 146

Smart Data Collective

NOVEMBER 17, 2021

More companies than ever are being driven by data. They use a number of important data analytics tools to help implement their functions more efficiently. Unfortunately, big data can be mysterious for many companies. Only 13% of companies with data strategies are meeting the objectives outlined in them.

Consulting 145

Consulting Data-driven Big Data Marketing 145

Smart Data Collective

JANUARY 30, 2023

Data analytics technology has become a very important element of modern marketing. One of the ways that big data is transforming marketing is through SEO. We have previously talked about data-driven SEO. However, we feel that it is time to have a more nuanced discussion about using big data in SEO. What Is Image SEO?

Marketing 115

Marketing Data Analytics Analytics Data-driven 115

Smart Data Collective

APRIL 24, 2020

It’s impossible to deny the importance of data in several industries, but that data can get overwhelming if it isn’t properly managed. The problem is that managing and extracting valuable insights from all this data needs exceptional data collecting, which makes data ingestion vital. Sanitizing Data.

Data Lake 131

Data Lake Data Collection Deep Learning Management 131

AWS Big Data

MARCH 1, 2024

As they continue to implement their Digital First strategy for speed, scale and the elimination of complexity, they are always seeking ways to innovate, modernize and also streamline data access control in the Cloud. BMO has accumulated sensitive financial data and needed to build an analytic environment that was secure and performant.

Data Lake 119

Data Lake Data Warehouse Management Risk 119

CIO Business Intelligence

NOVEMBER 28, 2023

Making the most of enterprise data is a top concern for IT leaders today. With organizations seeking to become more data-driven with business decisions, IT leaders must devise data strategies gear toward creating value from data no matter where — or in what form — it resides.

Unstructured Data 130

Unstructured Data Data-driven Visualization Data Quality 130

DataKitchen

OCTOBER 28, 2021

We have the tools to create data analytics workflows that address AI bias. When our work processes for creating and monitoring analytics contain built-in controls against bias, data analytics organizations will no longer be dependent on individual social awareness or heroism. What Is AI Bias?

Testing 130

Testing IT Manufacturing Machine Learning 130

Smart Data Collective

AUGUST 18, 2021

Big data has radically changed the accounting profession. They are also using more advanced data analytics tools to make more meaningful insights into the nature of their clients’ financial matters. The lease accounting profession has been particularly influenced by advances in big data. Image source: Trullion.

Data-driven 134

Data-driven Software Big Data Visualization 134

Smart Data Collective

OCTOBER 4, 2021

There is no question that big data is very important for many businesses. Unfortunately, big data is only as useful as it is accurate. Data quality issues can cause serious problems in your big data strategy. It relies on data to drive its AI algorithms. Analyzing the Conversational Data.

Big Data 133

Big Data Data Quality Advertising Interactive 133

AWS Big Data

JANUARY 18, 2024

AWS Lake Formation and the AWS Glue Data Catalog form an integral part of a data governance solution for data lakes built on Amazon Simple Storage Service (Amazon S3) with multiple AWS analytics services integrating with them. The session also highlights Duke Energy’s journey with Lake Formation and the AWS Glue Data Catalog.

Data Lake 119

Data Lake Metadata Data Governance Statistics 119

CIO Business Intelligence

APRIL 24, 2024

The multinational IT services giant aims to leverage the tools internally to streamline workflows, improve efficiency, and enhance customer experiences. This partnership provides CIOs with access to AI tools that can greatly accelerate innovation and improve customer experiences.”

Enterprise 128

Enterprise Digital Transformation Consulting Uncertainty 128

CIO Business Intelligence

JULY 23, 2024

“Businesses rely heavily on software for innovation and competition, which tends to be riddled with bad-quality code, leading to mounting technical debt,” says Andrea Malagodi, CIO of Sonar. “ Now, add data, ML, and AI to the areas driving stress across the organization.

Risk 142

Risk IT Risk Management Cost-Benefit 142

CIO Business Intelligence

JANUARY 20, 2023

Truly data-driven companies see significantly better business outcomes than those that aren’t. But to get maximum value out of data and analytics, companies need to have a data-driven culture permeating the entire organization, one in which every business unit gets full access to the data it needs in the way it needs it.

Data Lake 135

Data Lake Data-driven Finance Data Architecture 135

Smart Data Collective

JULY 1, 2023

We have mentioned that advances in Artificial intelligence have significantly changed the quality of images recently. AI has undoubtedly changed the quality of art as new tools like MidJourney become more popular. Forbes author Barry Collins wrote about some new tools and features that MidJourney just released.

Machine Learning 93

Machine Learning Metrics Uncertainty Deep Learning 93

Smart Data Collective

JULY 11, 2022

We have talked about the benefits of using big data in the marketing profession in the past. CMOs Are Investing in the Benefits of Big Data. The demand for data analytics technology in the marketing will continue to grow as more executives recognize its benefits. Paid social media advertising. Influencer marketing.

Data Analytics 145

Data Analytics Analytics Advertising Big Data 145

CIO Business Intelligence

SEPTEMBER 29, 2023

Upwork analyzed data from its platform, examining the types of projects companies hired freelancers for thus far this year, to identify the most sought-after AI skills on the market. Most relevant roles for making use of NLP include data scientist , machine learning engineer, software engineer, data analyst , and software developer.

Deep Learning 143

Deep Learning Machine Learning Consulting Modeling 143

CIO Business Intelligence

MAY 23, 2023

Optimize images for the target device Edgio <img src=”…” loading=”lazy” height=”Apx” width=”Bpx” /> Image optimization is the most overlooked technique due to concerns over image quality – especially when converting to formats like WebP. Consider the following: Defer loading high-quality images until the page is fully loaded.

IT 98

IT Testing Optimization Measurement 98

Smart Data Collective

MAY 28, 2021

Big data technology is increasingly being used in e-commerce. billion on big data by 2025. There are a number of benefits of using big data in e-commerce. Data Analytics is Important for Understanding Customer Behavior in eCommerce. Use the data you already have (e.g., The preparation work.

Data Analytics 145

Data Analytics Analytics Big Data Measurement 145

Smart Data Collective

SEPTEMBER 8, 2020

The rise of big data adoption by enterprises has seen analytics be applied to various areas of business. Companies have been able to log data on product movement and, by analyzing these, they are able to streamline many of their logistics processes. How Tech and Data Can Help. Challenges in Cold Chain Management.

Analytics 111

Analytics Cost-Benefit Optimization Big Data 111

Occam's Razor

JULY 18, 2011

The message, the customer data, the ability to reach current and prospective customers, drive new sales as well as repeat sales, experiment with new ideas and offers, and so much more. One of the core challenges with email is that you have to deal with multiple data sources. Your campaign data. Your website data.

Metrics 138

Metrics Marketing Measurement Cost-Benefit 138

Smart Data Collective

DECEMBER 7, 2021

Many social media marketers have discovered a number of AI-driven tools that have made Instagram marketing more effective than ever. A growing number of tools that uses AI technology to significantly improve their Instagram engagement strategy. It will be even more useful if you use AI tools to improve your approach.

Machine Learning 128

Machine Learning Advertising Marketing Data-driven 128

Alation

MAY 24, 2022

generally available on May 24, Alation introduces the Open Data Quality Initiative for the modern data stack, giving customers the freedom to choose the data quality vendor that’s best for them with the added confidence that those tools will integrate seamlessly with Alation’s Data Catalog and Data Governance application.

Data Quality 98

Data Quality Data Governance Metadata Metrics 98

AWS Big Data

FEBRUARY 13, 2025

Amazon SageMaker Unified Studio (preview) provides a unified experience for using data, analytics, and AI capabilities. You can use familiar AWS services for model development, generative AI, data processing, and analyticsall within a single, governed environment. They can also decide to onboard existing resources or pre-create them.

Data Analytics 72

Data Analytics Analytics Modeling Management 72

erwin

OCTOBER 31, 2019

Do you know where your data is? What data you have? Add to the mix the potential for a data breach followed by non-compliance, reputational damage and financial penalties and a real horror story could unfold. s Information Commissioner’s Office had levied against both Facebook and Equifax for their data breaches.

Data Governance 105

Data Governance Metadata Risk Data Lake 105

CIO Business Intelligence

OCTOBER 24, 2023

The capabilities of these new generative AI tools, most of which are powered by large language models (LLM), forced every company and employee to rethink how they work. Was this new technology a threat to their job or a tool that would amplify their productivity? Enter vector embeddings. For that, you’ll need an embedding model.

Cost-Benefit 126

Cost-Benefit Modeling Data Quality Statistics 126