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A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment

KDnuggets

How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.

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Alternative Feature Selection Methods in Machine Learning

KDnuggets

In this article, I describe 3 alternative algorithms to select predictive features based on a feature importance score. Feature selection methodologies go beyond filter, wrapper and embedded methods.

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10 Machine Learning Projects in Retail You Must Practice

ProjectPro

Retail is one of the first industries that started leveraging the power of machine learning and artificial intelligence. There are machine learning projects for almost every retail use case - right from inventory management to customer satisfaction. The algorithm assigns each data point to the closest centroid.

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What are the Prerequisites to Learn Machine Learning?

ProjectPro

In this blog, we have mentioned all the topics that are considered as prerequisites for learning machine learning. We have covered all the subjects and the best resources that will help you learn them thoroughly. Machine learning is no exception to that. Why should you learn Machine learning?

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Data Mining vs Machine Learning. Here’s the Difference

ProjectPro

We all know this , so you might have heard terms like Artificial Intelligence (AI), Machine Learning, Data Mining, Neural Networks, etc. We all are aware of the wonders done by Data mining and Machine Learning. Table of Contents Data Science vs Data Mining vs Machine Learning What is Data Science?

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The Ultimate Guide to Statistics for Machine Learning Beginners

ProjectPro

Probability and Statistics are two intertwined topics that smoothen one’s path to becoming a Machine Learning pro. In this blog, you will find a detailed description of all you need to learn about probability and statistics for machine learning. How to choose the Best Probability Course for Machine Learning?

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Deep Learning vs Machine Learning -What's the Difference?

ProjectPro

Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.