Machine Learning Algorithms

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Types of Machine Learning Algorithms 3. Machine Learning […]. The post Machine Learning Algorithms appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Table of Contents 1. Introduction 2.

Popular Machine Learning Algorithms

KDnuggets

This guide will help aspiring data scientists and machine learning engineers gain better knowledge and experience. I will list different types of machine learning algorithms, which can be used with both Python and R. KDnuggets Originals Machine Learning

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Know About Ensemble Methods in Machine Learning

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The post Know About Ensemble Methods in Machine Learning appeared first on Analytics Vidhya. Algorithm Machine Learning Python blogathon machine learning predictions pythonThis article was published as a part of the Data Science Blogathon.

Content Moderation using Machine Learning

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The post Content Moderation using Machine Learning appeared first on Analytics Vidhya. Beginner Libraries Machine Learning Python blogathon content moderation machine learning pythonThis article was published as a part of the Data Science Blogathon.

Common Use Cases for Mathematical Optimization

What is mathematical optimization and what are some of the most common use cases for across industries? How can this type of prescriptive analytics be applied to lower costs, reduce carbon emissions, and build more resilient supply chains? Find out in this guide.

Diabetes Prediction Using Machine Learning

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Overview In this article, we will be predicting that whether the patient has diabetes or not on the basis of the features we will provide to our machine learning model, and for that, we will be using the famous Pima Indians Diabetes Database.

IPL Team Win Prediction Project Using Machine Learning

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Introduction Machine Learning and Data Science are one of the fastest-growing technological fields. The post IPL Team Win Prediction Project Using Machine Learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Image Classification using Machine Learning

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Dear readers, In this blog, we will be discussing how to perform image classification using four popular machine learning algorithms namely, Random Forest Classifier, KNN, Decision Tree Classifier, and Naive Bayes classifier.

Machine Learning Model Evaluation

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ArticleVideo Book What is Machine Learning? Machine Learning is a popular topic in Information Technology in the present day. Machine Learning allows our computer. The post Machine Learning Model Evaluation appeared first on Analytics Vidhya.

Innovative Applications of Machine Learning in Healthcare Domain

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Introduction Nowadays, Machine learning is being used in various areas in the health business, including the development of improved medical processes, the management of patient records and data, and the treatment of chronic diseases.

Predicting Possible Loan Default Using Machine Learning

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The post Predicting Possible Loan Default Using Machine Learning appeared first on Analytics Vidhya. Advanced Algorithm Datasets Libraries Machine Learning Python blogathon Loan Defaulters machine learning Random Forest Classifier

Hype Cycle for Supply Chain Strategy, 2020

Our recent supply chain planning survey showed that only 17% of organizations place considerable effort on innovation. For most, firefighting is the norm. But to succeed in today’s business landscape and recover quickly from disruptions, you need to carefully balance operational excellence with innovation for long-term growth. Get insights in this Gartner report to find out where to invest and what you should adopt as standard business practices.

Loan Approval Prediction Machine Learning

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The post Loan Approval Prediction Machine Learning appeared first on Analytics Vidhya. Banking Beginner Machine Learning loan approval Loan Prediction machine learning

Privacy-Preserving in Machine Learning (PPML)

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Overview Machine learning (ML) has a lot of potential for increasing productivity. The post Privacy-Preserving in Machine Learning (PPML) appeared first on Analytics Vidhya. Artificial Intelligence Beginner Machine Learning blogathon machine learning privacy preserving

Machine Learning Basics For Data Science Enthusiasts

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Overview Introduction to Machine Learning Basics Need of Machine Learning. The post Machine Learning Basics For Data Science Enthusiasts appeared first on Analytics Vidhya. Beginner Career Machine Learning blogathon machine learning Machine Learning basics

Flight Fare Prediction Using Machine Learning

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Overview In this article, we will be analyzing the flight fare prediction using Machine Learning dataset using essential exploratory data analysis techniques then will draw some predictions about the price of the flight based on some features such as what type of airline it […].

Deep Learning vs Machine Learning for Regression

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Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers.

How Banks Are Winning with AI and Automated Machine Learning

Banks have always relied on predictions to make their decisions. Estimating the risks or rewards of making a particular loan, for example, has traditionally fallen under the purview of bankers with deep knowledge of the industry and extensive expertise. But times are changing. Today, banks realize that data science can significantly speed up these decisions with accurate and targeted predictive analytics. By leveraging the power of automated machine learning, banks have the potential to make data-driven decisions for products, services, and operations. Read the white paper, How Banks Are Winning with AI and Automated Machine Learning, to find out more about how banks are tackling their biggest data science challenges.

Decision Tree Machine Learning Algorithm

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Conclusion Introduction This article is on the Decision Tree algorithm in Machine Learning. The post Decision Tree Machine Learning Algorithm appeared first on Analytics Vidhya. Algorithm Beginner Machine Learning blogathon decision tree machine learning

Writing Test Cases for Machine Learning systems

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The post Writing Test Cases for Machine Learning systems appeared first on Analytics Vidhya. Datasets Machine Learning NLP Text advanced machine learning blogathon test casesThis article was published as a part of the Data Science Blogathon.

End-to-End Hotel Booking Cancellation Machine Learning Model

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Introduction Machine Learning (ML) is reaching its own and growing recognition that ML can play a crucial role in critical applications, it includes data mining, natural language processing, image recognition. This article was published as a part of the Data Science Blogathon.

Heart Disease Prediction using Machine Learning

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The post Heart Disease Prediction using Machine Learning appeared first on Analytics Vidhya. Algorithm Beginner Datasets Graphs & Networks Machine Learning blogathon HEART DISEASE PREDITION KNN machine learning

How Banks Are Winning with AI and Automated Machine Learning

Banks have always relied on predictions to make their decisions. Estimating the risks or rewards of making a particular loan, for example, has traditionally fallen under the purview of bankers with deep knowledge of the industry and extensive expertise. But times are changing. Today, banks realize that data science can significantly speed up these decisions with accurate and targeted predictive analytics. By leveraging the power of automated machine learning, banks have the potential to make data-driven decisions for products, services, and operations. Read the white paper, How Banks Are Winning with AI and Automated Machine Learning, to find out more about how banks are tackling their biggest data science challenges.

Beginner’s Guide to Machine Learning Explainability

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The post Beginner’s Guide to Machine Learning Explainability appeared first on Analytics Vidhya. Intermediate Machine Learning blogathon Explainable AI Machine Learning Explainability XAI

Boosting in Machine Learning: Definition, Functions, Types, and Features

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Introduction Boosting is a key topic in machine learning. As a result, in this article, we are going to define and explain Machine Learning boosting. With the help of “boosting,” machine learning models are […].

Titanic Survival Prediction Using Machine Learning

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The post Titanic Survival Prediction Using Machine Learning appeared first on Analytics Vidhya. Beginner Classification Machine Learning Project Python blogathon logistic regression machine learning titanic survival

Machine Learning Model – Serverless Deployment

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Introduction Read this article on machine learning model deployment using serverless deployment. The post Machine Learning Model – Serverless Deployment appeared first on Analytics Vidhya.

Intelligent Process Automation: Boosting Bots with AI and Machine Learning

Across all sectors, companies are learning that they can transform their businesses by embracing Intelligent Process Automation, or IPA. With the pairing of AI and RPA, IPA adds a new layer of intelligent decision-making processes to automated RPA tasks. By automating repetitive work, and adding the ability to automate intelligent decision making, intelligent automation frees up your most valuable resources – your employees – to spend more time on higher value and more strategic work. But in order to reap the rewards of Intelligent Process Automation, organizations must first educate themselves and prepare for the adoption of IPA. In our ebook, Intelligent Process Automation: Boosting Bots with AI and Machine Learning.

Shipping your Machine Learning Models With Dockers

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ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Docker is a platform that deals with building, running, managing, The post Shipping your Machine Learning Models With Dockers appeared first on Analytics Vidhya.

Heart Disease Prediction using Machine learning

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Overview Machine Learning is one of the most widely used concepts around the world. The post Heart Disease Prediction using Machine learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Which is Better for Machine Learning: Flask vs Django?

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Introduction We all know how popular the Python programming language is amongst Machine learning enthusiasts. So, once a machine learning model is ready, the next step is to deploy it to be used efficiently. The post Which is Better for Machine Learning: Flask vs Django?

5 Free Hosting Platform For Machine Learning Applications

KDnuggets

Learn about the free and easy-to-deploy hosting platform for your machine learning projects. KDnuggets Originals Machine Learning

MLOps 101: The Foundation for Your AI Strategy

Machine Learning Operations (MLOps) allows organizations to alleviate many of the issues on the path to AI with ROI by providing a technological backbone for managing the machine learning lifecycle through automation and scalability.

Machine Learning Key Terms, Explained

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Read this overview of 12 important machine learning concepts, presented in a no frills, straightforward definition style. KDnuggets Originals Machine Learning

Machine Learning: Key Role in a Penetration Testing Company

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Machine Learning and Penetration Testing. Machine learning has become a hit in software improvement and software testing. A lot of organizations are spending cash because of machine learning-implanted software. Artificial Intelligence machine learning

Clustering Machine Learning Algorithm using K Means

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Conclusion Introduction In this article, we will learn about K-Means clustering in detail. The post Clustering Machine Learning Algorithm using K Means appeared first on Analytics Vidhya. Algorithm Beginner Machine Learning blogathon clustering machine learning

Machine Learning in Microservices

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HIGHLIGHTS The increasing speed of data means the use of machine. The post Machine Learning in Microservices appeared first on Analytics Vidhya. Beginner Machine Learning Use Cases blogathon microservices

Build Trustworthy AI With MLOps

Machine learning operations (MLOps) helps companies deliver machine learning applications in production at scale. Discover the importance of secure MLOps in the four critical areas of model deployment, monitoring, lifecycle management, and governance.

A Beginners Guide to the Machine Learning Lifecycle

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Introduction Data Science, Machine learning, Artificial Intelligence – you would have come across these terms very often while talking to your peers, reading through a blog post or in general having day to day conversations with family and friends.

Introduction to Machine Learning for Absolute Beginners

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Introduction Machine learning.Sounds cool right? When I see those two words, The post Introduction to Machine Learning for Absolute Beginners appeared first on Analytics Vidhya. Beginner Career Machine Learning blogathon machine learning

A Look at Machine Learning System Design

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The post A Look at Machine Learning System Design appeared first on Analytics Vidhya. Beginner Machine Learning blogathon Machine Learning System DesignArticleVideos This article was published as a part of the Data Science Blogathon.

How to Deploy Machine Learning(ML) Model on Android

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This article was published as a part of the Data Science Blogathon Solving Machine learning Problems in a local system is only not the case but making it able to community to use is important otherwise the model is up to you only.

The Business Value of MLOps

As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models. This report highlights some of the most impactful benefits of MLOps tools.