Analytics Vidhya

SEPTEMBER 2, 2022

This article was published as a part of the Data Science Blogathon. Assessing and exploiting these models without suitable performance monitoring and model […]. Introduction We may encounter many issues when working on a machine learning project. It is challenging to train and monitor multiple models.

Modeling 364

Modeling Machine Learning Data Science Publishing 364

Analytics Vidhya

JANUARY 17, 2024

Introduction In the realm of Big Data, professionals are expected to navigate complex landscapes involving vast datasets, distributed systems, and specialized tools.

Big Data 333

Big Data Data Governance Technology Analytics 333

DataKitchen

FEBRUARY 20, 2025

Announcing DataOps Data Quality TestGen 3.0: Open-Source, Generative Data Quality Software. It assesses your data, deploys production testing, monitors progress, and helps you build a constituency within your company for lasting change. New Quality Dashboard & Score Explorer. DataOps just got more intelligent.

Data Quality 187

Data Quality Scorecard Testing Dashboards 187

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise. Take, for example, a recent case with one of our clients.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

DataKitchen

MAY 2, 2025

Is Your Team in Denial of Data Quality? Here’s How to Tell In many organizations, data quality problems fester in the shadowsignored, rationalized, or swept aside with confident-sounding statements that mask a deeper dysfunction. That doesn’t mean the data inside was correct. A pipeline ran “all green”?

Data Quality 126

Data Quality Snapshot Testing Data-driven 126

Analytics Vidhya

JULY 25, 2024

Introduction Imagine that you are about to produce a Python package that has the potential to completely transform the way developers and data analysts assess their models. The trip begins with a straightforward concept: a flexible RAG evaluation tool that can manage a variety of metrics and edge circumstances.

Metrics 301

Metrics Modeling Management Analytics 301

Analytics Vidhya

JULY 22, 2024

This research uses NASA jet engine simulation data to explore a novel method to predictive maintenance. We explore how machine learning can assess the condition of these vital components […] The post CMAPSS Jet Engine Failure Classification Based On Sensor Data appeared first on Analytics Vidhya.

Machine Learning 290

Machine Learning Analytics 290

Analytics Vidhya

FEBRUARY 1, 2023

Introduction Data structure go through answers for standard problems exhaustively and give you knowledge of the fact that utilizing every last one of them is so productive. It likewise shows you the study of assessing the proficiency of a calculation. This helps you to pick the best of different decisions in problem-solving.

Analytics 304

Analytics IT Structured Data Machine Learning 304

CIO Business Intelligence

JANUARY 14, 2025

And the Global AI Assessment (AIA) 2024 report from Kearney found that only 4% of the 1,000-plus executives it surveyed would qualify as leaders in AI and analytics. To do that, assess the current AI strategy and take note of where AI is not being integrated into the organizations practices. How confident are we in our data?

Strategy 141

Strategy ROI Experimentation Risk 141

David Menninger's Analyst Perspectives

AUGUST 1, 2024

Having just completed our AI Platforms Buyers Guide assessment of 25 different software providers, I was surprised to see how few provided robust AI governance capabilities. As I’ve written previously , data governance has changed dramatically over the last decade, with nearly twice as many enterprises (71% v.

Marketing 289

Marketing Data Governance Machine Learning Software 289

David Menninger's Analyst Perspectives

JULY 21, 2021

I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The 2021 Ventana Research Value Index: Embedded Analytics and Data is the distillation of a year of market and product research by Ventana Research.

Analytics 299

Analytics Marketing Business Intelligence Technology 299

David Menninger's Analyst Perspectives

MAY 7, 2020

In this analyst perspective, Dave Menninger takes a look at data lakes. He explains the term “data lake,” describes common use cases and shares his views on some of the latest market trends. He explores the relationship between data warehouses and data lakes and share some of Ventana Research’s findings on the subject.

Data Lake 287

Data Lake Data Warehouse Risk Marketing 287

Analytics Vidhya

JUNE 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The model performance in a classification problem is assessed through. The post Classification Problem: Relation between Sensitivity, Specificity and Accuracy appeared first on Analytics Vidhya.

Data Science 277

Data Science Publishing Modeling Analytics 277

Analytics Vidhya

FEBRUARY 20, 2024

Tuples are immutable data structures in Python, commonly used to store collections of items that should not be changed. These questions will assess your understanding of tuple manipulation techniques in Python, including indexing, unpacking, concatenation, and more. Welcome to the Python Tuples Manipulation MCQs!

Analytics 284

Analytics 284

Analytics Vidhya

JULY 14, 2023

Introduction With the exponential growth of data and the need for data-driven decision-making, the intersection of marketing and data science has become increasingly important. Many professionals are considering a career transition to data science. appeared first on Analytics Vidhya.

Data Science 271

Data Science Marketing Data-driven Analytics 271

Analytics Vidhya

MAY 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Correlation Test Assessing the relationship between two variables is commonly performed. The post Image Raster Analysis: Spatial Correlation appeared first on Analytics Vidhya.

Testing 266

Testing Data Science Publishing Analytics 266

TDAN

NOVEMBER 6, 2024

Climate change is no longer a distant threat, but a present reality that’s reshaping the insurance landscape across the United States. A recent New York Times investigation revealed that the impact of climate change on the U.S.

Insurance 52

Insurance Data-driven Risk Marketing 52

AWS Big Data

DECEMBER 5, 2024

Enterprises that need to share and access large amounts of data across multiple domains and services need to build a cloud infrastructure that scales as need changes. To achieve this, the different technical products within the company regularly need to move data across domains and services efficiently and reliably.

Metrics 97

Metrics Dashboards Testing Optimization 97

CIO Business Intelligence

NOVEMBER 4, 2024

The Cybersecurity Maturity Model Certification (CMMC) serves a vital purpose in that it protects the Department of Defense’s data. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

Dashboards 115

Dashboards Risk Risk Management Data-driven 115

David Menninger's Analyst Perspectives

OCTOBER 6, 2023

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research 2023 Augmented Analytics Buyers Guide is the distillation of a year of market and product research by Ventana Research.

Analytics 285

Analytics ROI Marketing Management 285

David Menninger's Analyst Perspectives

JULY 19, 2021

I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Mobile Analytics and Data 2021 is the distillation of a year of market and product research by Ventana Research.

Analytics 264

Analytics Marketing Data Governance Business Intelligence 264

DataKitchen

NOVEMBER 5, 2024

The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data. By systematically moving data through these layers, the Medallion architecture enhances the data structure in a data lakehouse environment.

Data Quality 198

Data Quality Testing Metrics Reporting 198

Analytics Vidhya

JANUARY 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction The basic idea of building a machine learning model is to assess the relationship between the dependent and independent variables. In doing so, we need to optimize the model performance.

Metrics 260

Metrics Machine Learning Data Science Publishing 260

AWS Big Data

NOVEMBER 7, 2024

Businesses often struggle to efficiently translate their existing BigQuery code to Amazon Redshift, which can delay critical data modernization initiatives. This post explores how you can use BladeBridge , a leading data environment modernization solution, to simplify and accelerate the migration of SQL code from BigQuery to Amazon Redshift.

Data Warehouse 105

Data Warehouse Reporting Big Data Data Lake 105

CIO Business Intelligence

OCTOBER 24, 2024

From prompt injections to poisoning training data, these critical vulnerabilities are ripe for exploitation, potentially leading to increased security risks for businesses deploying GenAI. Data privacy in the age of AI is yet another cybersecurity concern. This puts businesses at greater risk for data breaches.

Risk 128

Risk Measurement Optimization Machine Learning 128

David Menninger's Analyst Perspectives

JULY 23, 2021

I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The 2021 Ventana Research Value Index: Collaborative Analytics and Data is the distillation of a year of market and product research by Ventana Research.

Marketing 246

Marketing Analytics Business Intelligence Technology 246

CIO Business Intelligence

DECEMBER 19, 2024

An early trend seems to be the SaaS model, with a per-conversation model emerging for infrequent users, says Ritu Jyoti, general manager and group vice president for AI, automation, data and analytics research at IDC. CIOs should consider specific use cases and desired outcomes with AI agents, Leo John adds.

Cost-Benefit 128

Cost-Benefit Modeling ROI Marketing 128

CIO Business Intelligence

NOVEMBER 18, 2024

In the quest to reach the full potential of artificial intelligence (AI) and machine learning (ML), there’s no substitute for readily accessible, high-quality data. If the data volume is insufficient, it’s impossible to build robust ML algorithms. If the data quality is poor, the generated outcomes will be useless.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

CIO Business Intelligence

JANUARY 21, 2025

For CIOs and IT leaders, this means improved operational efficiency, data-driven decision making and accelerated innovation. Agentic AIs ability to assess changing conditions in service operations (ServiceOps) and proactively recommend steps to reduce change failures sets the technology apart from traditional AI and automation tools.

Data-driven 98

Data-driven Risk Interactive Management 98

David Menninger's Analyst Perspectives

APRIL 1, 2021

I am happy to share insights gleaned from our latest Value Index research, an assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Data 2021 is the distillation of a year of market and product research by Ventana Research.

Analytics 241

Analytics ROI Business Intelligence Marketing 241