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support vector machine

Support Vector Machine – All you Need to Know About SVM

Every algorithm has its magic. The demand for data forced every data scientist to learn different algorithms. Most of the industries are deeply involved in Machine Learning and are interested in exploring different algorithms. Support Vector Machine is one such algorithm. It is considered as the black box technique as there are unknown parameters that […]

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logistic regression

Logistic Regression With Examples in Python and R

In every algorithm of machine learning, there is an approach that is unique yet easily interpretable. Logistic regression is one such algorithm with an easy and unique approach. It is very often used in the credit and risk industry for its easy intuition on predicting the chances of default and risk cases. It is indeed

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Top Machine Learning Applications

Top 10 Common Applications of Machine Learning in 2023

Top Machine Learning Applications in 2023 Dynamic Pricing Transportation and Commuting Fraud Detection Virtual Personal Assistant Social Media Instant Translation Machine Learning, a sub-branch of Artificial Intelligence, has established itself as the new go-to technology for businesses worldwide. Whether it is e-commerce or healthcare, almost all the industries are using Machine Learning extensively to make

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web scraping using python

Web scraping using Python

Introduction to web scraping Web scraping is defined as the process of finding web documents and extracting usable information from it. Web scraping is different from web crawling. Web crawling is the method of iteratively fetching links starting from a basic seed URL. Web scraping is a subset of web crawling. We shall consider this

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fuzzy logic tutorial

Fuzzy Logic Tutorial History, Implementation, Advantages and how it’s used

What Is Fuzzy Logic? The word fuzzy means things that are not very clear or vague. In real life, everyone comes across a situation where they can’t decide if a statement is true or false. Whenever such a scenario arrives, fuzzy logic provides valuable flexibility for reasoning by considering the uncertainties of the situation.  Fuzzy

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overfitting and underfitting in machine learning

Overfitting and Underfitting in Machine Learning

When you get into the depth of Data Science, you realize that there aren’t any complex ideas or programs but just a collection of simple building blocks. For example, a neural network may seem like a complex model, but in reality, it is only a combination of numerous smaller ideas. Rather than trying to learn

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sales forecasting with machine learning

How Machine Learning is Simplifying Sales Forecasting & Increasing Accuracy

Machine learning helps increase sales conversions because it has revolutionised the ways of selling. Machine learning tools will be able to scope out, act on and complete high-potential sales much better than human representatives at a faster, more scalable pace. The benefits of machine learning are not lost on high-performing sales teams– they’re 4.1 times

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