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Amey Band
Amey Band

207 Followers

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Published in

Towards Data Science

·Pinned

Multi-class Classification — One-vs-All & One-vs-One

Introduction There are primarily three types of machine learning: Supervised Unsupervised Reinforcement Supervised machine learning categorizes into regression and classification. We use the regression technique to predict the target values of continuous variables, like predicting the salary of an employee. In contrast, we use the classification technique for predicting the class labels for given input data.

Multiclass Classification

6 min read

Multi-class Classification — One-vs-All & One-vs-One
Multi-class Classification — One-vs-All & One-vs-One
Multiclass Classification

6 min read


Published in

Towards Data Science

·Pinned

How to find the optimal value of K in KNN?

Visualize error rate vs. K plot to find the most suitable K value. — Introduction K-Nearest Neighbors is the supervised machine learning algorithm used for classification and regression. It manipulates the training data and classifies the new test data based on distance metrics. It finds the k-nearest neighbors to the test data, and then classification is performed by the majority of class labels.

Data Science

6 min read

How to find the optimal value of K in KNN?
How to find the optimal value of K in KNN?
Data Science

6 min read


Published in

Towards Data Science

·Pinned

Textfeatures: Library for extracting basic features from text data

Introduction: textfeatures When we handle text data, we always have concerns about the data features, pre-processing of data, and more likely the predictions. To improve our model, it is important to understand the data and find the more interesting features in the data like hashtags, links, and many more. What is textfeatures? This is a…

Machine Learing

5 min read

Textfeatures: Library for extracting basic features from text data
Textfeatures: Library for extracting basic features from text data
Machine Learing

5 min read


Published in

Towards Data Science

·Pinned

Data Science Model Building Life Cycle

Introduction When we come across a business analytical problem, without acknowledging the stumbling blocks, we proceed towards the execution. Before realizing the misfortunes, we try to implement and predict the outcomes. But do those outcomes reveal the strategies to decode the problems? The answer is NO. We can’t come up with…

Data Science

7 min read

Data Science Model Building Lifecycle
Data Science Model Building Lifecycle
Data Science

7 min read


Published in

DataDrivenInvestor

·Sep 16

Data-Driven Marketing: How to Implement RFM Segmentation Effectively

Boosting customer loyalty and revenue with RFM segmentation — Introduction Customer segmentation is not merely a tool in the dynamic world of contemporary business; it is the compass guiding success. It's analogous to painting a masterpiece, with customers serving as the colorful palette. By effectively categorizing them based on shared characteristics and behaviors, you infuse your marketing with vitality. …

Data Analysis

12 min read

Data-Driven Marketing: How to Implement RFM Segmentation Effectively
Data-Driven Marketing: How to Implement RFM Segmentation Effectively
Data Analysis

12 min read


Jun 30

Unraveling the Arcane: A Sojourn into the Heart of Numerology

Embarking on the study of numerology is much like voyaging into a realm of mysticism, a realm resonating with the power of numbers. A fascinating, albeit perplexing, subject, numerology wields profound insights into the cosmos and the intricate tapestry of human existence. …

Numerology

4 min read

Unraveling the Arcane: A Sojourn into the Heart of Numerology
Unraveling the Arcane: A Sojourn into the Heart of Numerology
Numerology

4 min read


Mar 2

The Role of Community and Social Networks in Web 3.0

Introduction The internet is a revolutionary tool that has altered human interaction and communication. People now primarily use social media to communicate with one another, spread their opinions, and keep tabs on current events and emerging trends. However, in recent years, social media has come under fire for problems like privacy…

Web3

7 min read

The Role of Community and Social Networks in Web 3.0
The Role of Community and Social Networks in Web 3.0
Web3

7 min read


Feb 20

Google vs ChatGPT: The basic things you need to know in just 2 mins.

Introduction Google and ChatGPT are two great technologies with specific applications. ChatGPT is a language model used to create and analyze text, while Google is a search engine used to locate information on the internet. …

ChatGPT

6 min read

Google vs ChatGPT: The basic things you need to know in just 2 mins.
Google vs ChatGPT: The basic things you need to know in just 2 mins.
ChatGPT

6 min read


Published in

Python in Plain English

·Jul 14, 2022

What is ETL (Extract, Transform, Load)?

Let’s understand the importance of ETL. Introduction ETL became popular in the 1970s as companies started storing business data in numerous databases. Data dispersed across databases needed to be integrated rapidly. ETL has evolved as the usual approach for converting data from diverse sources before loading it to a destination. Data…

Data Science

6 min read

What is ETL (Extract, Transform, Load)?
What is ETL (Extract, Transform, Load)?
Data Science

6 min read


Nov 5, 2020

Don’t Sell Your Emotions on Social Media

Don’t ruin your personnel life looking at fake perfection or social comparison on social media — Before reading the article, I would like it if you take some time and think about the changes in your social and professional behavior since you have started using social media. Have you got anything? No! Don’t worry. Take a long breath and start reading the article. “THE TECHNOLOGY THAT CONNECTS…

Social Media

7 min read

Don’t Sell Your Emotions on Social Media!!
Don’t Sell Your Emotions on Social Media!!
Social Media

7 min read

Amey Band

Amey Band

207 Followers

Data Analyst | Connect with me on LinkedIn - https://linkedin.com/in/amey23/

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