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Tag: Naive Bayes

A Beginner’s Guide to the Top 10 Machine Learning Algorithms – KDnuggets

Image by Author  One of the fields that underpins data science is machine learning. So, if you want to get into data science, understanding...

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5 Free Courses to Master Machine Learning – KDnuggets

Image generated with DALLE-3  Machine learning is becoming increasingly popular in the data space. But there’s often a notion that to become a machine...

7 Machine Learning Algorithms You Can’t Miss – KDnuggets

Image by Editor  Data science is a growing and varied field, and your work as a data scientist can cover many tasks and goals....

From prediction to prevention: Machines’ struggle to save our hearts

Apart from many areas in our lives, hybrid machine learning techniques can help us with effective heart disease prediction. So how can the technology...

Is Data Science a Good Career?

Introduction With its ever-growing prominence and influence, data science has become a subject of great interest and intrigue among individuals contemplating their career paths. In...

From Theory to Practice: Building a k-Nearest Neighbors Classifier – KDnuggets

Another day, another classic algorithm: k-nearest neighbors. Like the naive Bayes classifier, it’s a rather simple method to solve classification problems. The algorithm is intuitive and...

Dealing With Noisy Labels in Text Data

Image by Editor  With the rising interest in natural language processing, more and more practitioners are hitting the wall not because they can’t build...

How Machine Learning is Used on Social Media Platforms in 2023?

Introduction We live in a world where social media platforms shape our interests, tailor our news feeds, and provide customized content, all thanks to machine...

Everything you should know about AI models

LaMDA, GPT, and more… Nowadays, everyone talking about AI models and what they are capable of. So what’s the reason for this hype? The...

Multimodal Models Explained

Image by Author  Deep learning is a type of intelligence developed to mimic the systems and neurons in the human brain, which play an...

Gaussian Naive Bayes, Explained

The decision region of a Gaussian naive Bayes classifier. Image by the Author.  I think this is a classic at the beginning of each data...

Name Based Gender Identification Using NLP and Python

Introduction For many applications, including online customer service, marketing, and finance, gender identification based on names is a crucial challenge. Given a large number of...

Tackling Fake News with Machine Learning

Introduction In today’s fast-paced digital world, spreading fake news has become a significant concern. With the increasing ease of access to social media platforms and...

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