Analytics Vidhya

JANUARY 16, 2021

The post Python Code Performance Measurement – Measure the right metric to optimize better! appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Performance optimization is an important concern in any data science.

Measurement 279

Measurement Metrics Optimization Data Science 279

Analytics Vidhya

AUGUST 28, 2021

The post Create a Python App to Measure Customer Lifetime Value (CLV) appeared first on Analytics Vidhya. Every industry has […].

Measurement 364

Measurement Data Science Publishing Analytics 364

Analytics Vidhya

DECEMBER 16, 2020

Introduction There are so many performance evaluation measures when it comes to. The post Decluttering the performance measures of classification models appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Measurement 306

Measurement Modeling Data Science Publishing 306

Analytics Vidhya

APRIL 23, 2021

The post 3 Central Tendency Measures – Mean, Mode, Median appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. When we learn Data Science as beginners we came across.

Measurement 306

Measurement Data Science Publishing Analytics 306

Analytics Vidhya

MARCH 30, 2021

The post Interpretation of Performance Measures to Evaluate Models appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the last year of my bachelor’s degree, I.

Measurement 306

Measurement Modeling Data Science Publishing 306

Analytics Vidhya

APRIL 19, 2021

The post Proximity measures in Data Mining and Machine Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data mining is the process of finding interesting patterns.

Data mining 291

Data mining Machine Learning Measurement Data Science 291

Analytics Vidhya

DECEMBER 2, 2020

Introduction One of the most used matrices for measuring model performance is. The post A Measure of Bias and Variance – An Experiment appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Measurement 297

Measurement Data Science Publishing Modeling 297

Analytics Vidhya

JUNE 7, 2023

This […] The post EU Calls for Measures to Identify Deepfakes and AI Content appeared first on Analytics Vidhya.

Measurement 317

Measurement Analytics Technology 317

Analytics Vidhya

OCTOBER 8, 2024

As organizations deploy Generative AI in their workflows, it is crucial for them to evaluate if this technology is delivering the […] The post How to Measure the ROI of GenAI Investments? appeared first on Analytics Vidhya.

ROI 244

ROI Measurement Technology Analytics 244

Analytics Vidhya

JULY 8, 2021

The post The Measure of Central Tendencies in Statistics -A Beginner’s Guide appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Statistics. Whenever I hear this term, I imagine of below Image.

Statistics 271

Statistics Measurement Data Science Publishing 271

Analytics Vidhya

MARCH 23, 2021

The post A/B Testing Measurement Frameworks ?- ?Every Every Data Scientist Should Know appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. What is A/B testing? A/B Testing(split testing) is basically the.

Testing 259

Testing Measurement Data Science Publishing 259

David Menninger's Analyst Perspectives

FEBRUARY 24, 2022

Despite all the advances organizations have made with respect to analytics, our most recent research shows the majority of the workforce in the majority of organizations are not using analytics and business intelligence (BI). Less than one-quarter (23%) report that one-half or more of their workforce is using analytics and BI.

Analytics 340

Analytics Business Intelligence Measurement Reporting 340

datapine

JULY 6, 2022

2) How To Measure Productivity? For years, businesses have experimented and narrowed down the most effective measurements for productivity. Use our 14-day free trial and start measuring your productivity today! In shorter words, productivity is the effectiveness of output; metrics are methods of measurement.

Measurement 243

Measurement Metrics KPI Sales 243

Analytics Vidhya

OCTOBER 5, 2020

Quoting Peter Drucker, “What gets measured, gets managed.” The post Power of Marketing and Business Analytics – An Approach to Grow your Business Online from Scratch appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Have you ever pondered.

Business Analytics 353

Business Analytics Marketing Analytics Measurement 353

Analytics Vidhya

MARCH 29, 2025

Imagine an AI that can write poetry, draft legal documents, or summarize complex research papersbut how do we truly measure its effectiveness? Enter ROUGE (Recall-Oriented Understudy for Gisting Evaluation), a […] The post ROUGE: Decoding the Quality of Machine-Generated Text appeared first on Analytics Vidhya.

Metrics 199

Metrics Measurement Modeling Analytics 199

Analytics Vidhya

DECEMBER 27, 2024

Probability measures the likelihood of an event […] The post What are Joint, Marginal, and Conditional Probability? appeared first on Analytics Vidhya. This article unpacks these concepts with clear explanations and examples. What is Probability?

Uncertainty 208

Uncertainty Statistics Measurement Data Science 208

Analytics Vidhya

DECEMBER 2, 2024

Meet the F-Beta Score, a more unrestrictive measure that let the user weights precision over recall or […] The post What is F-Beta Score? appeared first on Analytics Vidhya. Accuracy falls short of capturing these trade-offs as a means to work with imbalanced datasets, especially in terms of precision and recall ratios.

Machine Learning 208

Machine Learning Statistics Measurement Modeling 208

datapine

NOVEMBER 27, 2019

The rise of self-service analytics democratized the data product chain. Suddenly advanced analytics wasn’t just for the analysts. Businesses of all sizes are no longer asking if they need increased access to business intelligence analytics but what is the best BI solution for their specific business.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Analytics Vidhya

DECEMBER 23, 2024

AI benchmarks have long been the standard for measuring progress in artificial intelligence. AI systems are becoming […] The post Rethinking AI Benchmarks: Moving Beyond Puzzle-Solving appeared first on Analytics Vidhya. They offer a tangible way to evaluate and compare system capabilities.

Measurement 206

Measurement Analytics 206

Analytics Vidhya

MARCH 26, 2025

One critical measure is toxicityassessing whether AI […] The post Evaluating Toxicity in Large Language Models appeared first on Analytics Vidhya. Large language models (LLMs) have become incredibly advanced and widely used, powering everything from chatbots to content creation.

Modeling 154

Modeling Metrics Measurement Analytics 154

Rocket-Powered Data Science

MARCH 19, 2021

The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. But more significant has been the acceleration in the number of dynamic, real-time data sources and corresponding dynamic, real-time analytics applications. Well, that statement was made five years ago!

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Analytics Vidhya

MARCH 10, 2022

Photo by Ivan Bandura on Unsplash Introduction on Measurements Accuracy You’ve undoubtedly heard about gold diggers as well. The post When the Measurement’s Accuracy Misleads you! appeared first on Analytics Vidhya. Your friend has a gold detector. […].

Measurement 306

Measurement Data Science Publishing Analytics 306

DataKitchen

JANUARY 3, 2022

Their business unit colleagues ask an endless stream of urgent questions that require analytic insights. Business analysts must rapidly deliver value and simultaneously manage fragile and error-prone analytics production pipelines. In business analytics, fire-fighting and stress are common. Analytics Hub and Spoke.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

Analytics Vidhya

APRIL 8, 2025

Traditional benchmarks have long been the standard for measuring LLM performance, but with the rapid evolution of AI, many are questioning their continued relevance. appeared first on Analytics Vidhya. Are these benchmarks still a reliable indicator of the real-world performance of LLMs? […] The post What are LLM Benchmarks?

Measurement 140

Measurement Modeling Analytics 140

Analytics Vidhya

JULY 12, 2024

Each ingredient needs to be perfectly measured, each dish meticulously timed, and every step flawlessly executed. Just as precise measurements and clear instructions ensure a delicious […] The post What are Delimiters in Prompt Engineering? appeared first on Analytics Vidhya.

Measurement 327

Measurement Analytics 327

Analytics Vidhya

APRIL 6, 2025

How do we measure if a model truly understands language, generates coherent text, or produces accurate responses? Evaluating language models has always been a challenging task.

Metrics 152

Metrics Measurement Modeling Analytics 152

Analytics Vidhya

SEPTEMBER 30, 2022

Introduction Evaluation metrics are used to measure the quality of the model. The post Get to Know All About Evaluation Metrics appeared first on Analytics Vidhya. Selecting an appropriate evaluation metric is important because it can impact your selection of a model or decide whether to put your model into production.

Metrics 397

Metrics Measurement Data Science Publishing 397

Analytics Vidhya

SEPTEMBER 11, 2020

Suppose you want to measure the execution time of a. appeared first on Analytics Vidhya. Introduction The purpose of this article is to introduce us to the timeit library. The post Start Using The timeit Library in Python!

Measurement 378

Measurement Analytics 378

CIO Business Intelligence

JANUARY 23, 2024

Regardless of where organizations are in their digital transformation, CIOs must provide their board of directors, executive committees, and employees definitions of successful outcomes and measurable key performance indicators (KPIs). He suggests, “Choose what you measure carefully to achieve the desired results.

Measurement 141

Measurement Digital Transformation KPI Metrics 141

Analytics Vidhya

AUGUST 5, 2022

Measuring the strength of that relationship […]. The post Statistical Effect Size and Python Implementation appeared first on Analytics Vidhya. Hypothesis testing is used to look if there is any significant relationship, and we report it using a p-value.

Statistics 375

Statistics Measurement Testing Data Science 375

Analytics Vidhya

APRIL 11, 2023

China’s Cyberspace Administration has released draft measures for managing generative AI services. The draft aims to regulate AI services and applications, ensuring proper oversight and accountability […] The post China Takes Bold Step to Regulate Generative AI Services appeared first on Analytics Vidhya.

Measurement 306

Measurement Management Analytics IT 306

datapine

APRIL 15, 2020

When encouraging these BI best practices what we are really doing is advocating for agile business intelligence and analytics. In our opinion, both terms, agile BI and agile analytics, are interchangeable and mean the same. What Is Agile Analytics And BI? Agile Business Intelligence & Analytics Methodology.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

Analytics Vidhya

SEPTEMBER 5, 2023

Introduction In the ever-evolving world of sports, the line between victory and defeat is often measured in fractions of a second, inches, or points. appeared first on Analytics Vidhya. The answer lies in the realm of sports analysis, where […] The post How To Become A Sports Analyst?

Measurement 336

Measurement Analytics 336

Analytics Vidhya

JUNE 17, 2024

Introduction A fundamental component of statistical technique, regression analysis is essential for examining and measuring connections between variables. appeared first on Analytics Vidhya. Its uses are numerous and diverse, from forecasting financial trends to evaluating medical results. Overview What is Regression Analysis?

Statistics 319

Statistics Forecasting Measurement Analytics 319

Analytics Vidhya

SEPTEMBER 29, 2022

Two examples are utilizing air measurements over a geographical grid to predict the weather or making medical imaging predictions using multi-channel image intensity values from a […]. The post High-Performance, Scalable Array Storage with TensorStore appeared first on Analytics Vidhya.

Machine Learning 352

Machine Learning Measurement Data Science Publishing 352

Analytics Vidhya

JULY 15, 2024

Think of time complexity as the clock ticking away, measuring how long an algorithm takes to complete based on the size of its input. appeared first on Analytics Vidhya. It all boils down to two crucial factors: time and space complexity. On the other hand, […] The post How to Calculate Algorithm Efficiency?

Measurement 319

Measurement Analytics IT Machine Learning 319