Analytics Vidhya

JANUARY 21, 2025

The AI revolution is upon us, but in between this chaos a very critical question gets overlooked by most of us – How do we maintain these sophisticated AI systems? That’s where Machine Learning Operations (MLOps) comes into play.

Machine Learning 220

Machine Learning Analytics 220

Rocket-Powered Data Science

FEBRUARY 15, 2023

Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023. Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. 2) Why should your organization be doing it and why should your people commit to it? (3)

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

datapine

NOVEMBER 27, 2019

Over the past decade, business intelligence has been revolutionized. Data exploded and became big. We all gained access to the cloud. Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. The rise of self-service analytics democratized the data product chain.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

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. The results then provide a place to start thinking about what effect the pandemic had on employment. Executive Summary.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

datapine

MAY 14, 2019

At present, around 2.7 Zettabytes of data are floating around in our digital universe, just waiting to be analyzed and explored, according to AnalyticsWeek. The ever-evolving, ever-expanding discipline of data science is relevant to almost every sector or industry imaginable – on a global scale. Wondering which data science book to read?

Data Science 350

Data Science Machine Learning Big Data Data-driven 350

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

Enterprise 342

Enterprise Testing Modeling Reporting 342

AWS Big Data

NOVEMBER 22, 2024

Organizations run millions of Apache Spark applications each month on AWS, moving, processing, and preparing data for analytics and machine learning. How generative AI upgrades for Spark works The Spark upgrades feature uses AI to automate both the identification and validation of required changes to your AWS Glue Spark applications.

Cost-Benefit 103

Cost-Benefit Data-driven Software Testing 103

DataKitchen

DECEMBER 7, 2021

Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI, by Randy Bean. Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI, by Randy Bean. How did we get here? You can purchase Fail Fast, Learn Faster here.

Data-driven 246

Data-driven Data Governance Big Data Data Science 246

DataKitchen

APRIL 13, 2021

Read the complete blog below for a more detailed description of the vendors and their capabilities. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Process Analytics.

Testing 300

Testing Machine Learning Consulting Data Science 300

O'Reilly on Data

OCTOBER 13, 2020

The field of AI product management continues to gain momentum. As the AI product management role advances in maturity, more and more information and advice has become available. One area that has received less attention is the role of an AI product manager after the product is deployed.

Management 314

Management Machine Learning Metrics Modeling 314

Rocket-Powered Data Science

JULY 6, 2021

How long do you deliberate before taking specific deliberate actions? If you include the title of this blog, you were just presented with 13 examples of heteronyms in the preceding paragraphs. Before we start, I have a few questions for you. What attributes of your organization’s strategies can you attribute to successful outcomes?

Strategy 267

Strategy Machine Learning Metadata Knowledge Discovery 267

AWS Big Data

DECEMBER 4, 2024

This week on the keynote stages at AWS re:Invent 2024, you heard from Matt Garman, CEO, AWS, and Swami Sivasubramanian, VP of AI and Data, AWS, speak about the next generation of Amazon SageMaker , the center for all of your data, analytics, and AI. The relationship between analytics and AI is rapidly evolving.

Data Analytics 96

Data Analytics Analytics Data Lake Data Quality 96

Cloudera

DECEMBER 9, 2024

Were thrilled to announce the release of a new Cloudera Accelerator for Machine Learning (ML) Projects (AMP): Summarization with Gemini from Vertex AI . An AMP is a pre-built, high-quality minimal viable product (MVP) for Artificial Intelligence (AI) use cases that can be deployed in a single-click from Cloudera AI (CAI).

Machine Learning 75

Machine Learning Modeling Testing Optimization 75

Jet Global

JUNE 22, 2023

There are always new things to be learning and experiences to help you guide your company through the waves of the business cycle. His blog talks about his experiences as a CFO and gives perspective from both start-up and mature companies. As such, it should come as no surprise that they have a blog tailored to CFOs.

KPI 105

KPI Finance Dashboards Digital Transformation 105

Cloudera

DECEMBER 6, 2024

The AI Forecast: Data and AI in the Cloud Era , sponsored by Cloudera, aims to take an objective look at the impact of AI on business, industry, and the world at large. AI is only as successful as the data behind it. And specifically, I was reading one of your blog posts recently that talked about the dark ages of data.

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

O'Reilly on Data

MARCH 26, 2024

Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se.

Modeling 322

Modeling Machine Learning Risk Advertising 322

AWS Big Data

DECEMBER 17, 2024

Today, Amazon Redshift is used by customers across all industries for a variety of use cases, including data warehouse migration and modernization, near real-time analytics, self-service analytics, data lake analytics, machine learning (ML), and data monetization. We have launched new RA3.large large instances.

Data Lake 92

Data Lake Data Warehouse Data-driven Optimization 92

datapine

DECEMBER 11, 2019

Learn what will enhance the SaaS infrastructure in our free cheat sheet! SaaS is taking over the cloud computing market. Gartner predicts that the service-based cloud application industry will be worth $143.7 billion by 2022—a level of growth that will shape SaaS trends in 2020. 2019 was a breakthrough year for the SaaS world in many ways.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

NOVEMBER 19, 2019

Get the inside scoop and learn all the new buzzwords in tech for 2020! If you don’t pay attention to new changes or keep up the pace, it’s easy to fall behind the times (and the market) while other companies beat you to the punch. The solution? To keep abreast of current changes – at least at a level of basic understanding.

Technology 279

Technology Internet of Things IT IoT 279

Rocket-Powered Data Science

MARCH 19, 2019

We hear a lot of hype that says organizations should be “ Data – first ”, or “AI- first , or “ Data – driven ”, or “ Technology – driven ”. Analytics are the products, the outcomes, and the ROI of our Big Data , Data Science, AI, and Machine Learning investments! That’s the essence of Analytics by Design.

Analytics 193

Analytics Metrics Data-driven Machine Learning 193

AWS Big Data

OCTOBER 29, 2024

The CDH is used to create, discover, and consume data products through a central metadata catalog, while enforcing permission policies and tightly integrating data engineering, analytics, and machine learning services to streamline the user journey from data to insight. This post is cowritten with Ruben Simon and Khalid Al Khalili from BMW.

Data Lake 100

Data Lake Sales Metadata Machine Learning 100

O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? We all know that ChatGPT is some kind of an AI bot that has conversations (chats). ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022.

IT 348

IT Modeling Testing Risk 348

Cloudera

JANUARY 9, 2025

As the AI landscape evolves from experiments into strategic, enterprise-wide initiatives, its clear that our naming should reflect that shift. Thats why were moving from Cloudera Machine Learning to Cloudera AI. This isnt just a new label or even AI washing. Decades ago, it was a moonshot idea, and progress often stalled.

Machine Learning 85

Machine Learning Enterprise Data-driven Modeling 85

Cloudera

NOVEMBER 13, 2024

Large Language Models (LLMs) will be at the core of many groundbreaking AI solutions for enterprise organizations. Given some example data, LLMs can quickly learn new content that wasn’t available during the initial training of the base model. Increase Productivity. The Need for Fine Tuning Fine tuning solves these issues.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

Cloudera

DECEMBER 4, 2024

Welcome to the first installment of a series of posts discussing the recently announced Cloudera AI Inference service. Today, Artificial Intelligence (AI) and Machine Learning (ML) are more crucial than ever for organizations to turn data into a competitive advantage. This is where the Cloudera AI Inference service comes in.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

DataKitchen

DECEMBER 30, 2020

Full disclosure: some images have been edited to remove ads or to shorten the scrolling in this blog post. CRN’s The 10 Hottest Data Science & Machine Learning Startups of 2020 (So Far). We encourage you to click on the image links to view the full list of award winners on the original sites. Headquarters: Cambridge, Mass.

Testing 241

Testing Big Data Statistics Manufacturing 241

Cloudera

DECEMBER 4, 2024

Now, the era of generative AI (GenAI) demands data pipelines that are not just powerful, but also agile and adaptable. These enhancements empower organizations to build sophisticated GenAI solutions with greater ease and efficiency, unlocking the transformative power of AI. Cloudera DataFlow 2.9 If you can’t wait to try Apache NiFi 2.0,

Metrics 93

Metrics Data Integration Management Modeling 93

AWS Big Data

DECEMBER 4, 2024

Amazon SageMaker Lakehouse unifies all your data across Amazon S3 data lakes and Amazon Redshift data warehouses, helping you build powerful analytics and AI/ML applications on a single copy of data. Valuable information is often scattered across multiple repositories, including databases, applications, and other platforms.

Data Integration 108

Data Integration Data Lake Statistics Data-driven 108

datapine

MAY 9, 2019

In a world dominated by data, it’s more important than ever for businesses to understand how to extract every drop of value from the raft of digital insights available at their fingertips. Learn here! This concept is known as business intelligence. Exclusive Bonus Content: Do you know what is BI all about?

Business Intelligence 270

Business Intelligence Dashboards Data Warehouse Visualization 270

AWS Big Data

DECEMBER 18, 2024

In the rapidly evolving landscape of AI-powered search, organizations are looking to integrate large language models (LLMs) and embedding models with Amazon OpenSearch Service. In this blog post, well dive into the various scenarios for how Cohere Rerank 3.5

Metrics 87

Metrics Modeling Data Processing Machine Learning 87

Rocket-Powered Data Science

JULY 6, 2023

Anyone who has been watching the AI space this year, even peripherally, will have noticed the flaming hot story of the year—ChatGPT and related chatbot applications. You can find my results on my Medium blog site. Specifically, these are LLMs—large language models. Guess what? It isn’t.

Statistics 152

Statistics Deep Learning Machine Learning Enterprise 152

Cloudera

NOVEMBER 1, 2024

During EVOLVE New York, the WLIT group came together for a luncheon panel designed to kick off a conversation among the women—and allies—in the room and in the tech space more broadly about the challenges faced by women in tech and how to overcome them. Here are a few key takeaways: It’s never too early (or late) to enter into a STEAM field.

Technology 92

Technology Data-driven Statistics Data Processing 92

AWS Big Data

OCTOBER 30, 2024

Ali Tore, Senior Vice President of Advanced Analytics at Salesforce, highlighting the value of this integration, says “We’re excited to partner with Amazon to bring Tableau’s powerful data exploration and AI-driven analytics capabilities to customers managing data across organizational boundaries with Amazon DataZone.

Visualization 119

Visualization Data Lake Testing Data Governance 119

DataRobot Blog

APRIL 21, 2022

Machine learning, and especially deep learning, has become increasingly more accurate in the past few years. This has improved our lives in ways we couldn’t imagine just a few years ago, but we’re far from the end of this AI revolution. To illustrate the energy needed in deep learning, let’s make a comparison.

Deep Learning 145

Deep Learning Machine Learning Metrics Measurement 145

AWS Big Data

OCTOBER 14, 2024

Amazon EMR provides a big data environment for data processing, interactive analysis, and machine learning using open source frameworks such as Apache Spark, Apache Hive, and Presto. Large language model (LLM)-based generative AI is a new technology trend for comprehending a large corpora of information and assisting with complex tasks.

Metadata 99

Metadata Data Lake Modeling Data Warehouse 99

KDnuggets

JULY 9, 2024

Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.

Modeling 121

Modeling 121

Cloudera

JANUARY 7, 2025

Heres a deep dive into why and how enterprises master multi-cloud deployments to enhance their data and AI initiatives. In todays dynamic digital landscape, multi-cloud strategies have become vital for organizations aiming to leverage the best of both cloud and on-premises environments.

Cost-Benefit 82

Cost-Benefit Optimization Data-driven Strategy 82