Machine Learning Archives

Updated on: 28th Jan 2023

What is Data Clustering? | A Complete Guide For Beginners [ OverView ]

In this article you will learn: 1.Introduction to Data Mining. 2.What is a Cluster? 3.What is Clustering in a Data Mining? 4.Clustering Algorithms in Data Mining. 5.Methods of Clustering in a Data Mining. 6.Application of clustering in a Data Mining. 7.Conclusion. Introduction to Data Mining: This is the data mining method used to group data […]

Updated on: 28th Jan 2023

What is Regression ? Know about it’s types

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In this article you will learn: 1.Introduction. 2.What is Regression Analysis? 3.What is the purpose of a regression model? 4.Types of Regression Models Analysis / Different Regression Models. 5.Conclusion. Introduction: Regression problems are common in machine learning and regression analysis is the most commonly used technique for dealing with them. It is based on data […]

Updated on: 28th Jan 2023

What is Lasso Regression? : Learn With examples

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In this article you will get Preface to Ridge and Lasso retrogression Ridge Descent Characteristics of Ridge and Lasso retrogression Parameters of crest Ridge Retrogression( L2 Regularisation) Lasso Regression( L1 Regularisation) Limitation of Lasso Regression Difference between L1 and L2 Regularisation Advantage and Disadvantage Conclusion Preface to Ridge and Lasso retrogressionn When we point out […]

Updated on: 28th Jan 2023

What is Ridge Regression? Learn with examples

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In this article you will get What is Ridge regression? What is multicollinearity? Here are some examples of regularisation methods Ridge Regression example What is Ridge regression? The Ridge regression method is designed specifically for the analysis of multicollinear multiple regression data. Despite the fact that logistic and linear regression are the most popular members […]

Updated on: 28th Jan 2023

What is Linear Regression? | A Complete Guide

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In this article you will learn: 1.What Is R? 2.What Is R and What Are the Advantages? 3.Does R Have Any Drawbacks? 4.What is R Used For? 5.The Popularity of R by Industry. 6.What Are the Most Popular R Packages? 7.Conclusion. What Is R? What better place to find good definition of language than the […]

Updated on: 28th Jan 2023

What is Linear Regression in Machine Learning?

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In this article you will get Introduction Linear regression using a simple model Implementation of simple linear regression algorithm using Python Assumptions of simple linear regression Conclusion Introduction Regression analysis may be used to make predictions about the dependent variable as a function of the independent variables.Regression models, as their name indicates, fit a line […]

Updated on: 19th Dec 2022

[BEST & NEW] Model Validation Interview Questions and Answers

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1. What is a model validation? Ans: Model validation is a process of verifying that a model meets all requirements that have been set for it. This includes verifying that model is accurate and complete, as well as verifying that it is consistent with the other models that have been developed. 2. Why do need […]

Updated on: 05th Nov 2022

Bagging vs Boosting in Machine Learning | Know Their Differences

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In this article you will learn: 1.Bagging Vs Boosting. 2.Bagging. 3.Advantages of using the Random timber fashion. 4.Benefits of using grade boosting styles. 5.Boosting. 6.Boosting working. 7.Difference between Bagging and Boosting. 8.Boosting Algorithms. 9.Conclusion. Bagging Vs Boosting: We all use decision tree ways in diurnal life to make opinions. Organizations use these supervised machine literacy […]

Updated on: 05th Nov 2022

What is a Confusion Matrix in Machine Learning? : A Complete Guide For Beginners

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In this article you will learn: 1.What Are the Confusion Matrices and Why Do Need Them? 2.How to Create a 2×2 Confusion Matrix? 3.Confusion Matrix Metrics. 4.Scaling a Confusion Matrix. 5.Confusion Matrix With Python. 6.Conclusion. What Are the Confusion Matrices and Why Do Need Them? Classification Models have the multiple categorical outputs. Most error measures […]

Updated on: 04th Nov 2022

What Is Machine Learning | How It Works and Techniques | All you need to know [ OverView ]

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In this article you will get Machine Learning Techniques How does machine learning work? Supervised learning Unsupervised Learning Conclusion Machine Learning Techniques Machine learning is the data analytics technique that teaches a computers to do what comes are naturally to humans and animals: Learn from an experience. Machine learning algorithms use the computational methods to […]

Updated on: 04th Nov 2022

Support Vector Machine (SVM) Algorithm – Machine Learning | Everything You Need to Know

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In this article you will learn: 1.What are the Support Vector Machines (SVM) in Machine Learning? 2.Types of a Support Vector Machines Algorithm. 3.Hyperplane and Support Vectors in a SVM Algorithm. 4.How Does SVM Work in a Machine Learning? 5.Applications of Support Vector Machine. 6.Advantages and Disadvantages of a Support Vector Machine. 7.Conclusion. What are […]

Updated on: 04th Nov 2022

Decision Trees in Machine Learning: A Complete Guide with Best Practices

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In this article you will learn: 1.What is a Decision Tree? 2.Types of Decisions. 3.Applications of Decision Trees. 4.Advantages of Decision Trees. 5.Disadvantages of Decision Trees. 6.Conclusion. What is a Decision Tree? A decision tree is support tool with the tree-like structure that are models probable outcomes, cost of resources, utilities, and possible consequences. Decision […]

Updated on: 03rd Nov 2022

Pattern Recognition and Machine Learning | A Definitive Guide | Everything You Need to Know [ OverView ]

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In this article you will learn: 1.What is Pattern Recognition and Machine Learning? 2.Features of a pattern Recognition. 3.The Importance of Pattern Recognition. 4.Pattern Recognition Examples and Algorithms. 5.Applications of a pattern recognition. 6.Conclusion. What is Pattern Recognition and Machine Learning? In a human brain, pattern recognition is a cognitive process that happens in a […]

Updated on: 02nd Nov 2022

An Overview of ML on AWS : Computer Vision, Forecasting

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ML on AWS often confused as a tool – is actually a programming model or a framework designed for parallel processing. With the advent of big data, it became necessary to process large chunks of data in the least amount of time and yet give accurate results. ML on AWS can quickly summarize, classify, and […]

Updated on: 31st Oct 2022

Keras vs TensorFlow – What to learn and Why? : All you need to know

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In this article you will learn: 1. What is Keras? 2. Keras’ characteristics. 3. The Advantages that keras has. 4. Architecture of Keras. 5. TensorFlow. 6. The Architecture of TensorFlow and Its Applications. 7. Keras Vs TensorFlow. 8.Conclusion. What is Keras? Python is the programming language used to create the Keras Application Programming Interface (API), […]

What is Data Clustering? | A Complete Guide For Beginners [ OverView ]

What is Regression ? Know about it’s types

What is Lasso Regression? : Learn With examples

What is Ridge Regression? Learn with examples

What is Linear Regression? | A Complete Guide

What is Linear Regression in Machine Learning?

[BEST & NEW] Model Validation Interview Questions and Answers

Bagging vs Boosting in Machine Learning | Know Their Differences

What is a Confusion Matrix in Machine Learning? : A Complete Guide For Beginners

What Is Machine Learning | How It Works and Techniques | All you need to know [ OverView ]

Support Vector Machine (SVM) Algorithm – Machine Learning | Everything You Need to Know

Decision Trees in Machine Learning: A Complete Guide with Best Practices

Pattern Recognition and Machine Learning | A Definitive Guide | Everything You Need to Know [ OverView ]

An Overview of ML on AWS : Computer Vision, Forecasting

Keras vs TensorFlow – What to learn and Why? : All you need to know

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