machine-learning

Logistic Regression: A Detailed Overview

Logistic regression is one of the most used algorithms in industries these days. It is a supervised learning algorithm that predicts the…

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Linear Regression: A complete understanding

In Machine Learning and Data Science field, Linear regression comes under the category of supervised learning approach. It is one of the…

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Sentiment Analysis for Classifying Sentiment of Movie Reviews

Sentiment Analysis is the use of Natural Language Processing (NLP), Text Mining, and Computational Linguistics to identify, extract, and…

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Famous Loss Functions and Cost Functions in Machine Learning

Optimization algorithms are the heart of Machine learning algorithms, as most ML algorithms get reduced to optimizing functions. But have we…

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Methods To Check The Performance Of Classification Models

Classification problems are one of the most used categories of problem statements in Machine Learning and Data Science. When we explore the…

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Methods To Check The Performance Of Regression Models

The model-building process is the core part of Machine Learning. There is much research going on in this area to build a more accurate model…

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Wine Quality Prediction Using k-NN Regressor

Data and its interpretation are helping many industries across the world. Machine learning models built over the data collected are solving…

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Introduction to Scikit-Learn in Machine Learning: A Complete Understanding

Machine learning and Artificial Intelligence have become some of the hottest topics among industries and academia. Every second person these…

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Regularization: A Fix To Overfitting In Machine Learning

Machine Learning and Deep Learning are some of the fanciest terms in industries these days. People are getting amazed with the view of how…

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Car Resale Value Prediction Using Random Forest Regressor

Leading organizations are collecting tons of data every day to derive business decisions and solutions from it. With this huge amount of…

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Data Pre-processing Techniques for Machine Learning

Nowadays, data collection is one of the most common trends among organizations. Every company collects data for a variety of uses.  Trading…

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Need of Feature Scaling in Machine Learning

Data collection and pre-processing of the raw form of data is the ultimate necessity. Big organizations in data science and machine learning…

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Top 10 Misconceptions in the field of Machine Learning

Data Science and Machine Learning are emerging as one of the hottest topics in the advancing industrial or technology domain. Almost every…

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Life Expectancy Prediction Using Linear Regression

Everything has an expiration date; humans are no exception either. With ongoing advancements in Machine Learning and Data Science, we can…

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How Uber Use Machine Learning To Facilitate Surge Price?

Data Science, Machine Learning, and Artificial Intelligence are transforming the world using their applicability in many domains. More and…

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Credit Card Fraud Detection Using Machine Learning

One of the smartest use-cases of data science and machine learning is building the machine learning application for financial security…

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Optical Character Recognition using Logistic Regression (Linear Models)

Visual understanding enables learning more than any other form of learning. We see! We analyze! And We learn! Following the pathway of…

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Personality Prediction using Machine Learning

Introduction Data Science and Artificial Intelligence are revolutionizing the world through technical transformations. We can observe many…

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Soil Fertility Prediction Using Gradient Boosting Technique

Agriculture is one of the most important inventions of humankind. But due to urbanization and industrialization, the amount of cultivable…

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10 Most Interesting Historical Facts In Machine Learning

To learn any new concept, we must know how exactly that started. Every computer science field has a different history, reflecting the…

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Make Your System Machine Learning Enabled

In the modern era of the internet, it’s very easy to find tutorials on Machine Learning concepts. But adding the flavour of practicality in…

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Machine Learning In Medical Science: Cancer Classification Model Using SVM

Machine Learning and Data Science in the medical domain deliver many promises, specifically in the diagnosis sector. This applies to…

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Why Data Structures and Algorithms for Machine Learning?

Machine Learning and Data Structures & Algorithms are the two most popular concepts in the computer science domain. In Machine learning, we…

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How to build Recommender System using Machine Learning?

With the increased accessibility to the internet, each business sector has expanded at an extreme speed. We must be aware of Amazon…

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Classification and Regression Problems in Machine Learning

In our previous article (here) we classified the whole machine learning on five different bases. While talking about the classification of…

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Supervised, Unsupervised, And Semi-Supervised Learning With Real-Life Usecase

In our previous article (here), we discussed the classification of the Machine Learning models on five different bases. Based on the nature…

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How exactly machine learns in Machine Learning?

In the previous article (here), We have found answers for the fundamental questions about Machine learning and artificial intelligence…

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Machine Learning Glossary: A-2-Z Terms In Machine Learning

Accuracy:- Accuracy is used to evaluate a classification model. It is defined as the percentage of the total number of correct predictions…

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E-mail spam and non-spam filtering using Machine Learning

In the new era of technical advancement, electronic mails (e-mails) have gathered significant users for professional, commercial, and…

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Classification of Machine Learning Models

In recent days, Machine Learning is showing tremendous potential but compared to human intelligence, it is still in its earliest stage and…

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How to start Machine Learning journey: A step-by-step Guidance

In this growing world, technical achievements are playing a vital role. We must have heard that technology has started to solve some of the…

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Top 5 Learning Challenges for Machine Learning Beginners

Staring any new journey always require motivation and proper guidance. Pathway seems very neat and straight at the start, but it's always…

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Introduction to Machine Learning: Comparison With Artificial Intelligence

In this article, we will explore the basic ideas that one should know about the most fascinating and emerging technology these days…

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