Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. These changes may include requirements drift, data drift, model drift, or concept drift. A business-disruptive ChatGPT implementation definitely fits into this category: focus first on the MVP or MLP.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Octopai

JANUARY 31, 2021

Data lineage is an essential tool that among other benefits, can transform insights, help BI teams understand the root cause of an issue, as well as help achieve and maintain compliance. Through the use of data lineage, companies can better understand their data and its journey. Data Engineering Podcast.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

AWS Big Data

OCTOBER 14, 2024

Enterprise data is brought into data lakes and data warehouses to carry out analytical, reporting, and data science use cases using AWS analytical services like Amazon Athena , Amazon Redshift , Amazon EMR , and so on. Under Actions , choose Open Jupyter Navigate to Jupyter console, select New , and then choose Console.

Metadata 105

Metadata Data Lake Modeling Data Warehouse 105

O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. We didn’t use the data from these respondents; in practice, discarding this data had no effect on the results.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

datapine

JANUARY 6, 2022

1) What Is Data Interpretation? 2) How To Interpret Data? 3) Why Data Interpretation Is Important? 4) Data Analysis & Interpretation Problems. 5) Data Interpretation Techniques & Methods. 6) The Use of Dashboards For Data Interpretation. Business dashboards are the digital age tools for big data.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

Business Over Broadway

DECEMBER 20, 2018

The importance of data science and machine learning continues to grow in business and beyond. I did my part this year to spread interest in data science to more people. Below are my top 10 blog posts of 2018: Favorite Data Science Blogs, Podcasts and Newsletters. Click image to enlarge.

Machine Learning 74

Machine Learning Data Science Deep Learning Predictive Analytics 74

DataKitchen

AUGUST 16, 2024

2024 Gartner Market Guide To DataOps We at DataKitchen are thrilled to see the publication of the Gartner Market Guide to DataOps, a milestone in the evolution of this critical software category. At DataKitchen, we think of this is a ‘meta-orchestration’ of the code and tools acting upon the data.

Marketing 124

Marketing Data Quality Testing Metadata 124

AWS Big Data

OCTOBER 23, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that lets you analyze your data at scale. Amazon Redshift Serverless lets you access and analyze data without the usual configurations of a provisioned data warehouse. For more information, refer to Amazon Redshift clusters.

Data Warehouse 113

Data Warehouse Metrics Broadcasting Dashboards 113

Alation

FEBRUARY 18, 2021

Alation increases search relevancy with data domains, adds new data governance capabilities, and speeds up time-to-insight with an Open Connector Framework SDK. Categorize data by domain. As a data consumer, sometimes you just want data in a single category. Data quality is essential to data governance.

Data Governance 98

Data Governance Data Quality Visualization Marketing 98

CIO Business Intelligence

SEPTEMBER 29, 2023

Analyzing the hiring behaviors of companies on its platform, freelance work marketplace Upwork has AI to be the fastest growing category for 2023, noting that posts for generative AI jobs increased more than 1000% in Q2 2023 compared to the end of 2022, and that related searches for AI saw a more than 1500% increase during the same time.

Deep Learning 143

Deep Learning Machine Learning Consulting Modeling 143

CIO Business Intelligence

MARCH 18, 2024

These microservices are provided as downloadable software containers used to deploy enterprise applications, Nvidia said in an official blog post. They’ll be accessible via Amazon SageMaker, Google Kubernetes Engine, and Microsoft Azure AI, and integrations with AI frameworks like Deepset, LangChain and LlamaIndex are also supported.

Enterprise 98

Enterprise Data Processing Optimization Modeling 98

Ontotext

JANUARY 10, 2025

Introduction In the real world, obtaining high-quality annotated data remains a challenge. This blog post summarizes our findings, focusing on NER as a first-step key task for knowledge extraction. Data In Natural Language Processing (NLP), domain-specific knowledge plays a crucial role in the accuracy of tasks like NER.

Informatics 59

Informatics Modeling Metadata Experimentation 59

Smart Data Collective

SEPTEMBER 23, 2020

The market for data warehouses is booming. While there is a lot of discussion about the merits of data warehouses, not enough discussion centers around data lakes. We talked about enterprise data warehouses in the past, so let’s contrast them with data lakes. Data Warehouse. billion by 2030.

Data Lake 135

Data Lake Data Warehouse Unstructured Data Big Data 135

Smart Data Collective

SEPTEMBER 8, 2021

The ETL process is defined as the movement of data from its source to destination storage (typically a Data Warehouse) for future use in reports and analyzes. The data is initially extracted from a vast array of sources before transforming and converting it to a specific format based on business requirements.

Data Warehouse 126

Data Warehouse Data Integration Marketing Software 126

Domino Data Lab

JULY 15, 2021

In the multiverse of data science, the tool options continue to expand and evolve. While there are certainly engineers and scientists who may be entrenched in one camp or another (the R camp vs. Python, for example, or SAS vs. MATLAB), there has been a growing trend towards dispersion of data science tools. Data Languages.

Data Science 145

Data Science Visualization Enterprise Modeling 145

DataRobot

AUGUST 25, 2021

In a recent blog, we talked about how, at DataRobot , we organize trust in an AI system into three main categories: trust in the performance in your AI/machine learning model , trust in the operations of your AI system, and trust in the ethics of your modelling workflow, both to design the AI system and to integrate it with your business process.

Metrics 98

Metrics Measurement Machine Learning Data Collection 98

Smart Data Collective

JUNE 5, 2021

One of the most important ways that marketers can benefit from AI is with search engine marketing. It is important to understand the role that AI is playing with new search engine algorithms. You can use a number of new tools that rely on data analytics to improve your strategy. What is Latent Semantic Indexing?

Strategy 138

Strategy Marketing Data-driven Machine Learning 138

datapine

MARCH 25, 2022

There is not a clear line between business intelligence and analytics, but they are extremely connected and interlaced in their approach towards resolving business issues, providing insights on past and present data, and defining future decisions. Your Chance: Want to extract the maximum potential out of your data?

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

AWS Big Data

APRIL 24, 2023

Building a data lake on Amazon Simple Storage Service (Amazon S3) provides numerous benefits for an organization. However, many use cases, like performing change data capture (CDC) from an upstream relational database to an Amazon S3-based data lake, require handling data at a record level.

Data Lake 98

Data Lake Data Governance Machine Learning Cost-Benefit 98

DataKitchen

JULY 12, 2023

The Syntax, Semantics, and Pragmatics Gap in Data Quality Validate Testing Data Teams often have too many things on their ‘to-do’ list. They have a backlog full of new customer features or data requests, and they go to work every day knowing that they won’t and can’t meet customer expectations.

Data Quality 130

Data Quality Testing Manufacturing Finance 130

Cloudera

DECEMBER 21, 2020

Our annual Data Impact Awards are all about celebrating organizations that are unlocking the maximum value from their data in order to drive the business forward. One category that highlighted some fantastic examples of customers doing just that, was The Enterprise Data Cloud award. million and has 10,000 employees.

Enterprise 96

Enterprise Data-driven Data Architecture Machine Learning 96

datapine

MAY 11, 2022

Concerning professional growth, development, and evolution, using data-driven insights to formulate actionable strategies and implement valuable initiatives is essential. Data visualization methods refer to the creation of graphical representations of information. That’s where data visualization comes in.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

Occam's Razor

APRIL 13, 2015

In that context, Real-Time reports are an impressive feat of engineering by the team at Google. And, that's not all, when you consider that it is segmented data, across multiple dimensions, it really is impressive. If it can't, figure out what the time from insight to action is, then optimize the data to insight process.

Analytics 156

Analytics Reporting Metrics Slice and Dice 156

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

Cloudera

FEBRUARY 15, 2023

This month’s #ClouderaLife Spotlight features software engineer Amogh Desai. Snatching victory from the jaws of defeat Amogh and his fellow hackathon team members felt the rush of victory after winning Cloudera’s 2022 global hackathon in the product development category. One way he does this is through blog writing.

Software 84

Software Visualization Data Science Marketing 84

Occam's Razor

AUGUST 6, 2007

You are trying really hard to figure out how to improve the performance but you are stymied by the fact that there is ton of data and you have no idea where to start. If you don't fall into those two categories you need to pay very careful attention to this metric. Find out the quality of traffic coming from the search engines.

Metrics 121

Metrics Measurement Marketing ROI 121

Cloudera

JULY 21, 2021

In the build-up to this year’s Data Impact Awards, we’re looking back at last year’s winners. Last year’s awards saw OVO crowned as Data Champions. OVO – 2020’s Data Champion award winner . To do this, OVO built UnCover, a contextual offer engine capable of processing the large-scale volumes of data generated by its users.

Insurance 94

Insurance Data-driven Machine Learning Marketing 94

AWS Big Data

NOVEMBER 22, 2023

Apache Hudi is an open table format that brings database and data warehouse capabilities to data lakes. Apache Hudi helps data engineers manage complex challenges, such as managing continuously evolving datasets with transactions while maintaining query performance.

Data Lake 116

Data Lake Snapshot Metadata Optimization 116

BizAcuity

MARCH 17, 2020

Presenting the cross-sell recommendation engine. With the aid of a cross-sell recommendation engine, casinos can take this information a step further. With the aid of a cross-sell recommendation engine, casinos can take this information a step further. The benefits of a cross-sell recommendation engine.

Recreation/Entertainment 88

Recreation/Entertainment Sales Marketing Finance 88

The Data Visualisation Catalogue

JANUARY 24, 2023

Therefore, I wanted to comment on the rise of ChatGPT and how I think AI tools could impact data visualisation work now and in the future, as I believe it’s significant. After consuming a number of YouTube videos, blog posts, articles, and playing around with ChatGPT, I felt the need to write down my thoughts and observations on the topic.

Visualization 113

Visualization Interactive Data-driven Testing 113

Occam's Razor

FEBRUARY 22, 2010

The reason is simple: The ecosystem within which you function on the web contains mind blowing data you can use to become better. It is simply magnificent what you can do with freely available data on the web about your direct competitors, your industry segment and indeed how people behave on search engines and other websites.

Metrics 124

Metrics Advertising Reporting Data Collection 124

Cloudera

NOVEMBER 24, 2020

This year, OVO has done just that, setting itself apart to win the Data Champions category at our 2020 Data Impact Awards. The Data Champions category is for those solutions that are bringing the best of both agility and risk mitigation together, to support multiple use cases.

Insurance 74

Insurance Marketing Risk Machine Learning 74

DataRobot Blog

JULY 13, 2022

This marks a full decade since some of the brightest minds in data science formed DataRobot with a singular vision: to unlock the potential of AI and machine learning for all—for every business, every organization, every industry—everywhere in the world. How to Thrive in the Age of Data Dominance. 10 Keys to AI Success. Download Now.

Machine Learning 105

Machine Learning Data Science Marketing Reporting 105

AWS Big Data

JUNE 18, 2024

Multimodal search enables both text and image search capabilities, transforming how users access data through search applications. Amazon OpenSearch Service and Amazon OpenSearch Serverless support the vector engine, which you can use to store and run vector searches. and specialized field data types, such as knn_vector.

Dashboards 119

Dashboards Metadata Modeling Visualization 119

Cloudera

APRIL 24, 2023

To this six-part series, where we’ll look at how to get control of the health of your Cloudera Data platform (CDP) environment. With each blog we’ll outline the symptoms and root causes of common environmental health challenges and prescribe solutions. That’s observability. We’ve done it too. We confess.

Scorecard 81

Scorecard Data Architecture Dashboards Measurement 81

O'Reilly on Data

NOVEMBER 28, 2023

AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. Given the cost of equipping a data center with high-end GPUs, they probably won’t attempt to build their own infrastructure. Few nonusers (2%) report that lack of data or data quality is an issue, and only 1.3%

Enterprise 342

Enterprise Testing Modeling Reporting 342

AWS Big Data

MARCH 2, 2023

It adds tables to compute engines including Spark, Trino, PrestoDB, Flink, and Hive using a high-performance table format that works just like a SQL table. Iceberg has become very popular for its support for ACID transactions in data lakes and features like schema and partition evolution, time travel, and rollback. AWS Glue 3.0

Data Lake 137

Data Lake Data Processing Metadata Snapshot 137