No Free Lunch Theorem for Machine Learning
Posted in Machine Learning

No Free Lunch Theorem for Machine Learning

Tweet Share Share The No Free Lunch Theorem is often thrown around in the field of optimization and machine learning, often with little understanding of…

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Posted in Wordpress

10 Best Free WordPress Hosting Services for Startups in 2021 – Compared

With regards to making a site, the main thing on the rundown presumably getting a facilitating administration. In any case, it’s anything but a simple…

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A Gentle Introduction to Stochastic Optimization Algorithms
Posted in Machine Learning

A Gentle Introduction to Stochastic Optimization Algorithms

Tweet Share Share Stochastic optimization refers to the use of randomness in the objective function or in the optimization algorithm. Challenging optimization algorithms, such as…

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How to Develop a Neural Net for Predicting Disturbances in the Ionosphere
Posted in Machine Learning

How to Develop a Neural Net for Predicting Disturbances in the Ionosphere

Tweet Share Share It can be challenging to develop a neural network predictive model for a new dataset. One approach is to first inspect the…

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The Good, the Bad and the Ugly in Cybersecurity – Week 6
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The Good, the Bad and the Ugly in Cybersecurity – Week 6

The Good A court in Dublin, Ireland, has sentenced two cyber criminals, Daniel Almajanu, 35, and his aid Albert Gimy Linul, 29, to four and…

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Bringing IoT Out of the Shadows
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Bringing IoT Out of the Shadows

When it comes to security, what you don’t know can hurt you. For many CISOs and security teams, this is embodied by IoT and connected…

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The Circle Expands Again. Joining SentinelOne to Solve Cybersecurity’s Data Problem.
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The Circle Expands Again. Joining SentinelOne to Solve Cybersecurity’s Data Problem.

It’s all about the data. Turns out it always was. When we started Scalyr, we initially focused on log analytics – providing engineering teams with…

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My Thoughts: Securing the Enterprise’s Most Valuable Asset –  Data – with XDR
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My Thoughts: Securing the Enterprise’s Most Valuable Asset – Data – with XDR

2020 exposed the cybersecurity industry’s fundamental data problem – while cybersecurity solutions are put into place to protect data, their own inability to seamlessly ingest…

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How to Use Optimization Algorithms to Manually Fit Regression Models
Posted in Machine Learning

How to Use Optimization Algorithms to Manually Fit Regression Models

Tweet Share Share Regression models are fit on training data using linear regression and local search optimization algorithms. Models like linear regression and logistic regression…

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Function Optimization With SciPy
Posted in Machine Learning

Function Optimization With SciPy

Tweet Share Share Optimization involves finding the inputs to an objective function that result in the minimum or maximum output of the function. The open-source…

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Gradient Descent With Momentum from Scratch
Posted in Machine Learning

Gradient Descent With Momentum from Scratch

Tweet Share Share Gradient descent is an optimization algorithm that follows the negative gradient of an objective function in order to locate the minimum of…

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Weight Initialization for Deep Learning Neural Networks
Posted in Machine Learning

Weight Initialization for Deep Learning Neural Networks

Tweet Share Share Last Updated on February 8, 2021 Weight initialization is an important design choice when developing deep learning neural network models. Historically, weight…

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