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machine learning

How will AI and Machine Learning Affect Cyber Security?

The internet is increasingly becoming a part of our lives, growing every second. A new change takes place every day, rendering the prevailing system obsolete. Adjusting to this change is not always easy. The risks associated with the internet are many and affect the security of the users to a great extent. With the advent […]

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q learning

Simplified Reinforcement Learning: Q Learning

Q Learning, a model-free reinforcement learning algorithm, aims to learn the quality of actions and telling an agent what action is to be taken under which circumstance. Through the course of this blog, we will learn more about Q Learning, and it’s learning process with the help of an example. Contributed by: Rahul Purohit Richard

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Matlab Interview

Feature Selection in Machine Learning

Feature Engineering Exploratory Data Analysis (EDA) Feature Engineering on Numeric data Forward selection Backward elimination Mixed selection Regularizing Models Python code Example Feature Engineering For a model to become successful, the variables / parameters that are used to construct the model are critical. In their raw form, the variables may not be (usually are not)

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perceptron learning algorithm

Perceptron Learning Algorithm Explained | What is Perceptron Learning Algorithm

Contributed by: Arun Dixit Sharma LinkedIn Profile: https://www.linkedin.com/in/arundixitsharma/ Introduction  In Machine learning, the Perceptron Learning Algorithm is the supervised learning algorithm which has binary classes. Even it is a part of the Neural Network. The concept of the Neural Network is not difficult to understand by humans. The concept of artificial neural networks draws inspiration

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Microsoft azure Machine learning Studio

Azure Tutorial | Predicting using Azure Machine Learning Tutorial

You might have heard of Machine learning, and even know all the basics but somehow you are finding it hard to code what you understood in those long lectures of Machine Learning. Using Microsoft Azure Machine Learning Studio you can apply all the concepts you have learnt without even writing a single line of code.

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rest api python

What is Rest API in Python? How to create web APIs with Python?

Contributed by: Akash Mishra Rest (Representational State Transfer) API Python framework is a set of utilities based on werkzeug to easily build Restful API. It is easy to configure and extends with ease. It does not decide how the data can be rendered, nor any other decision. Instead, it’s an easily extensible architecture to build

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linear discriminant analysis

Linear Discriminant Analysis or LDA in Python

Linear discriminant analysis is supervised machine learning, the technique used to find a linear combination of features that separates two or more classes of objects or events.  Linear discriminant analysis, also known as LDA,  does the separation by computing the directions (“linear discriminants”) that represent the axis that enhances the separation between multiple classes. Also, Linear

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