Data Science, Machine Learning, Modeling and Structured Data

Train Machine Learning Models Using CPU Multi Cores

Analytics Vidhya

APRIL 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The post Train Machine Learning Models Using CPU Multi Cores appeared first on Analytics Vidhya. Overview introduction reduce execution time dataset reading dataset handling categorical.

Machine Learning

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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Quick Hacks To Save Machine Learning Model using Pickle and Joblib

Analytics Vidhya

AUGUST 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon TABLE OF CONTENTS Introduction Loading dataset and creating our model Saving. The post Quick Hacks To Save Machine Learning Model using Pickle and Joblib appeared first on Analytics Vidhya.

Machine Learning

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Webinars

Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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Car Price Prediction System : Build and Deploy a Machine Learning Model

Analytics Vidhya

MAY 23, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Machine Learning is a field of technology developing with immense. The post Car Price Prediction System : Build and Deploy a Machine Learning Model appeared first on Analytics Vidhya.

Machine Learning

Machine Learning Paradigms with Example

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Let’s have a simple overview of what Machine Learning is. The post Machine Learning Paradigms with Example appeared first on Analytics Vidhya. Source: [link] For […]. Source: [link] For […].

Machine Learning

Machine Learning Predictive Modeling Statistics Data Science

A Quick Guide to Error Analysis for Machine Learning Classification Models

Analytics Vidhya

AUGUST 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Let’s start with the basics… What are the objectives an ML. The post A Quick Guide to Error Analysis for Machine Learning Classification Models appeared first on Analytics Vidhya.

Machine Learning

Tutorial to data preparation for training machine learning model

Analytics Vidhya

DECEMBER 18, 2020

This article was published as a part of the Data Science Blogathon. The post Tutorial to data preparation for training machine learning model appeared first on Analytics Vidhya. Introduction It happens quite often that we do not have all the.

Machine Learning

4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code)

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Whenever we build any machine learning model, we feed it. The post 4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code) appeared first on Analytics Vidhya.

Machine Learning

Shapash- Python Library To Make Machine Learning Interpretable

Analytics Vidhya

APRIL 27, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview Introduction Understanding on Shapash Interpreting RandomForestRegressor Understanding ML model. The post Shapash- Python Library To Make Machine Learning Interpretable appeared first on Analytics Vidhya.

Machine Learning

Writing a CSV File with Scala and Using it to Create a Machine Learning Model

Analytics Vidhya

NOVEMBER 8, 2020

This article was published as a part of the Data Science Blogathon. Introduction Scala is difficult to learn, true, but it’s worth the hard. The post Writing a CSV File with Scala and Using it to Create a Machine Learning Model appeared first on Analytics Vidhya.

Machine Learning

Machine Learning Modeling IT Data Science

Polish Up your ML model!

Analytics Vidhya

NOVEMBER 20, 2021

This article was published as a part of the Data Science Blogathon. Introduction Image 1 In this article, we will be discussing various ways through which we can polish up or fine-tune our machine learning model. The post Polish Up your ML model! Before we get started let’s get a […].

Modeling

Building Sales Prediction Web Application using Machine Learning Dataset

Analytics Vidhya

AUGUST 10, 2020

Introduction There are a lot of resources on the internet about finding insights and training models on machine learning datasets however very few articles. The post Building Sales Prediction Web Application using Machine Learning Dataset appeared first on Analytics Vidhya.

Machine Learning

Machine Learning Sales Modeling Analytics

Building tools for enterprise data science

O'Reilly on Data

NOVEMBER 21, 2018

The O’Reilly Data Show Podcast: Vitaly Gordon on the rise of automation tools in data science. In this episode of the Data Show , I spoke with Vitaly Gordon , VP of data science and engineering at Salesforce. Continue reading Building tools for enterprise data science.

Data Science

Data Science Enterprise Machine Learning Structured Data

“I GOT YOUR BACK” – Cross validation to Models.

Analytics Vidhya

MAY 24, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon I started learning machine learning recently and I think cross-validation is. The post “I GOT YOUR BACK” – Cross validation to Models. appeared first on Analytics Vidhya.

Modeling

Welcome to Pywedge – A Fast Guide to Preprocess and Build Baseline Models

Analytics Vidhya

OCTOBER 9, 2020

This article was published as a part of the Data Science Blogathon. Introduction The machine learning process involves various stages such as, Data Preparation. The post Welcome to Pywedge – A Fast Guide to Preprocess and Build Baseline Models appeared first on Analytics Vidhya.

Modeling

Getting Started with Machine Learning?—?Implementing Linear Regression from Scratch

Analytics Vidhya

JUNE 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Using the machine learning models in your projects is quite. The post Getting Started with Machine Learning?—?Implementing

Machine Learning

Demystifying Model Interpretation using ELI5

Analytics Vidhya

NOVEMBER 9, 2020

This article was published as a part of the Data Science Blogathon. Introduction Most of the machine learning and artificial intelligence models are popularly. The post Demystifying Model Interpretation using ELI5 appeared first on Analytics Vidhya.

Modeling

Model Risk Management And the Role of Explainable Models(With Python Code)

Analytics Vidhya

DECEMBER 21, 2020

This article was published as a part of the Data Science Blogathon. The post Model Risk Management And the Role of Explainable Models(With Python Code) appeared first on Analytics Vidhya. Photo by h heyerlein on Unsplash Introduction Similar to rule-based mathematical.

Risk Management

Risk Management Risk Modeling Management

Data science vs data analytics: Unpacking the differences

IBM Big Data Hub

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science

Data Science Data Analytics Prescriptive Analytics Analytics

Introduction to Linear Predictive Models – Part 2

Analytics Vidhya

JULY 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Welcome readers to Part 2 of the Linear predictive model series. The post Introduction to Linear Predictive Models – Part 2 appeared first on Analytics Vidhya.

Predictive Modeling

Predictive Modeling Modeling Data Science Publishing

Everything You Need to Know about LIME

Analytics Vidhya

JULY 17, 2022

This article was published as a part of the Data Science Blogathon. Why does a Machine Learning Model need to be interpretable? In this article, I will walk you through one technique that makes any machine learning model interpretable. The […].

Machine Learning

Validation of Classification Model

Analytics Vidhya

JANUARY 11, 2021

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

Modeling

Modeling Testing Data Science Publishing

Build Interactive Models With R Shiny!

Analytics Vidhya

MAY 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Everything is going to be connected to cloud and data… The post Build Interactive Models With R Shiny! appeared first on Analytics Vidhya.

Interactive

Interactive Modeling Data Science Publishing

Performance Comparision of Regularized and Unregularized Regression Models

Analytics Vidhya

AUGUST 3, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Regularization came out to be an essential technique for reducing. The post Performance Comparision of Regularized and Unregularized Regression Models appeared first on Analytics Vidhya.

Modeling

Modeling Data Science Publishing Analytics

Performance Comparision of Tuned and Untuned Classification Models

Analytics Vidhya

JUNE 23, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Hyperparameters for a model can be chosen using several techniques such. The post Performance Comparision of Tuned and Untuned Classification Models appeared first on Analytics Vidhya.

Modeling

Modeling Data Science Publishing Analytics

AlgoTrading using Technical Indicator and ML models

Analytics Vidhya

JANUARY 11, 2021

ArticleVideos This article was published as a part of the Data Science Blogathon. The post AlgoTrading using Technical Indicator and ML models appeared first on Analytics Vidhya. Introduction Many times we wonder if predictive analytics has the.

Modeling

Modeling Predictive Analytics Data Science Publishing

Top 7 Cross-Validation Techniques with Python Code

Analytics Vidhya

NOVEMBER 19, 2021

This is article was published as a part of the Data Science Blogathon. In the model-building phase of any supervised machine learning project, we train a model with the aim to learn the optimal values for all the weights and biases from labeled examples.

Machine Learning

Machine Learning Testing Data Science Optimization

Scraping IMDB Reviews in Python using Selenium

Analytics Vidhya

JULY 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction Today, Artificial Intelligence and Machine Learning have wide applications across all domains for several problem statements like Speech Recognition, understanding customer sentiment towards a product, etc.

Machine Learning