Analytics Vidhya

OCTOBER 17, 2022

In the previous articles, we have gone through the introduction, MLOps pipeline, model training, model testing, model packaging, and model registering. We have seen how to train, test, package, and register […]. Introduction This article is part of blog series on Machine Learning Operations(MLOps).

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Analytics Vidhya

MARCH 5, 2024

The latest generation of the popular chatbot and AI model comes in three versions: Opus, Sonnet, and Haiku, each serving different markets and purposes. When they tested Claude 3 Opus, the biggest version, […] The post Claude 3 is Here! New AI Model Leaves OpenAI’s GPT-4 in the Dust appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 2, 2023

Introduction Let me take you into the universe of chi-square tests and how we can involve them in Python with the scipy library. We’ll be going over the chi-square integrity of the fit test.

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Analytics Vidhya

JANUARY 20, 2022

Table of contents Introduction Multilevel Models Advantages of Multilevel models When do we use Multilevel Models Types of Multilevel Model Random intercept model Random coefficient model Hypothesis testing: Likelihood Ratio Testing End-Note Introduction Suppose, you have a dataset of faculty salaries of a university […].

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Analytics Vidhya

AUGUST 17, 2022

A team at Google Brain developed Transformers in 2017, and they are now replacing RNN models like long short-term memory(LSTM) as the model of choice for NLP […]. The post Test your Data Science Skills on Transformers library appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 28, 2022

The Model development process undergoes multiple iterations and finally, a model which has acceptable performance metrics on test data is taken to the production […]. The post Deploying ML Models Using Kubernetes appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 10, 2021

This article was published as a part of the Data Science Blogathon Introduction With ignite, you can write loops to train the network in just a few lines, add standard metrics calculation out of the box, save the model, etc. The post Training and Testing Neural Networks on PyTorch using Ignite appeared first on Analytics Vidhya.

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Testing Metrics Data Science Publishing 327

Analytics Vidhya

MAY 28, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Logistic Regression, a statistical model is a very popular and. The post 20+ Questions to Test your Skills on Logistic Regression appeared first on Analytics Vidhya.

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CIO Business Intelligence

FEBRUARY 7, 2024

Key AI companies have told the UK government to speed up its safety testing for their systems, raising questions about future government initiatives that too may hinge on technology providers opening up generative AI models to tests before new releases hit the public.

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Analytics Vidhya

MAY 9, 2024

Introduction Cross-validation is a machine learning technique that evaluates a model’s performance on a new dataset. It involves dividing a training dataset into multiple subsets and testing it on a new set. This prevents overfitting by encouraging the model to learn underlying trends associated with the data.

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Analytics Vidhya

SEPTEMBER 28, 2022

First, you build software, test it for possible faults, and finally deploy it for the end user’s accessibility. The post Automate Model Deployment with GitHub Actions and AWS appeared first on Analytics Vidhya. The same can be applied to […].

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IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

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Analytics Vidhya

JUNE 14, 2022

Background on Flower Classification Model Deep learning models, especially CNN (Convolutional Neural Networks), are implemented to classify different objects with the help of labeled images. The models are trained with these images to great accuracy, tested, and then deployed for performance. For example, a […].

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Analytics Vidhya

DECEMBER 22, 2021

This article was published as a part of the Data Science Blogathon Dear readers, In this blog, let’s build our own custom CNN(Convolutional Neural Network) model all from scratch by training and testing it with our custom image dataset.

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Analytics Vidhya

APRIL 14, 2022

Though in this article we will not only test the frontal face but also different angles of the image and see where our model will perform […]. The post Face Detection Using the DLIB Face Detector Model appeared first on Analytics Vidhya.

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Modeling Testing Data Science Publishing 296

Analytics Vidhya

JUNE 29, 2022

Source: Wikipedia In this article, we shall provide some background on how multilingual multi-speaker models work and test an Indic TTS model that supports 9 languages and 17 speakers (Hindi, Malayalam, Manipuri, Bengali, Rajasthani, Tamil, Telugu, Gujarati, Kannada). It seems a bit counter-intuitive […].

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Modeling Testing Data Science Publishing 264

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. Syntax-Based Profiling and Testing : By profiling the columns of data in a table, you can look at values in a column to understand and craft rules about what is allowed for a column.

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Analytics Vidhya

JANUARY 11, 2021

Introduction The main objectives of a model validation include the testing. The post Validation of Classification Model appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon.

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Modeling Testing Data Science Publishing 249

KDnuggets

APRIL 12, 2023

John Snow Labs has learned a lot about testing and delivering Responsible NLP models: not only in terms of policies and goals, but by building day-to-day tools for data scientists. The nlptest library aims to share these tools with the open-source community.

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Analytics Vidhya

OCTOBER 26, 2021

The modus operandi of this algorithm is that the training examples are being stored and when the test […]. The post kNN Algorithm – An Instance-based ML Model to Predict Heart Disease appeared first on Analytics Vidhya. It is a way of solving tasks of approximating real or discrete-valued target functions.

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Modeling Machine Learning Testing Data Science 284

Analytics Vidhya

FEBRUARY 3, 2024

The tech giant is testing a feature that leverages large language models (LLM) to provide detailed search results, catering to individual preferences and enhancing the overall user experience. Google Maps is set to revolutionize the way users explore and discover new places through its latest experiment with generative AI.

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KDnuggets

AUGUST 31, 2022

When building a predictive model, the quality of the results depends on the data you use. In order to do so, you need to understand the difference between training and testing data in machine learning.

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CIO Business Intelligence

APRIL 26, 2024

Once completed within two years, the platform, OneTru, will give TransUnion and its customers access to TransUnion’s behemoth trove of consumer data to fuel next-generation analytical services, machine learning models and generative AI applications, says Achanta, who is driving the effort, and held similar posts at Neustar and Walmart.

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TDAN

JUNE 6, 2023

Business models are increasingly based on software applications. Implementing an optimized test data management program […] The world is in a digital revolution. IT is operating at a faster pace than ever before and has become a vital component of modern business.

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Analytics Vidhya

FEBRUARY 4, 2020

The post How to Create a Test Set to Approximate Business Metrics Offline appeared first on Analytics Vidhya. Introduction Most Kaggle-like machine learning hackathons miss a core aspect of a machine learning workflow – preparing an offline evaluation environment while building an.

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Analytics Vidhya

AUGUST 21, 2023

As the buzz around generative AI grows, Arthur steps up to the plate with a revolutionary solution set to change the game for companies seeking the best language models for their jobs. With a flourish […] The post Arthur Unveils Bench: An AI Tool for Finding the Best Language Models for the Job appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 20, 2023

Introduction Google has become the center of attention since the announcement of its new Generative AI family of models called the Gemini. As Google has stated, Google’s Gemini family of Large Language Models outperforms the existing State of The Art(SoTA) GPT model from OpenAI in more than 30+ benchmark tests.

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Analytics Vidhya

DECEMBER 1, 2023

This powerhouse of a language model not only possesses advanced linguistic capabilities but also boasts a groundbreaking vision component. Introduction In the ever-evolving landscape of AI, OpenAI introduces its most remarkable creation yet – ChatGPT-4.

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TDAN

MARCH 16, 2021

The purpose of this article is to provide a model to conduct a self-assessment of your organization’s data environment when preparing to build your Data Governance program. Take the […].

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Analytics Vidhya

FEBRUARY 25, 2023

Introduction Often while working on predictive modeling, it is a common observation that most of the time model has good accuracy for the training data and lesser accuracy for the test data.

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Analytics Vidhya

FEBRUARY 20, 2023

Introduction Testing your machine learning model on an unseen dataset is a mandatory step to evaluate the model performance and gain insights into the overall behavior after the pre-training stage.

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