sudoyogesh

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Learning Deep Learning with Keras

I teach deep learning both for a living (as the main deepsense.ai instructor, in a Kaggle-winning team1) and as a part of my volunteering with the …

TensorFlow Deep Learning Projects

eBook Details:• <b>Paperback:</b> 320 pages• <b><br>Publisher:</b> WOW! eBook (March 28, 2018)• <b><br>Language:</b> English• <b><br>ISBN-10:</b> 1788398068• <b><br>ISBN-13:</b> 978-1788398060<br>eBook …

Repurposing Neural Networks with Transfer Learning

Introduction<p>In this article, we will look at how to repurpose a pre-trained image recognition neural network with Transfer Learning. Transfer …

Build Your First Deep Learning Classifier using TensorFlow: Dog Breed Example

In this article, I will present several techniques for you to make your first steps towards developing an algorithm that could be used for a classic</b> …

Monte Carlo method in Python

In this post, we will explore our first reinforcement learning methods for estimating value. It’s the first taste of real RL in this series. I bet …

[P] Deep Reinforcement Learning Free Course : MachineLearning

Hello, I'm currently writing a series of free articles about Deep Reinforcement Learning, where we'll learn the main algorithms (from Q* learning to …

Machine Learning

Model-based Reinforcement Learning with Neural Network Dynamics

Anusha Nagabandi, Gregory Kahn Nov 30, 2017<p><i>Fig 1. A learned neural network dynamics model enables a hexapod robot to learn to run and follow desired</i> …

Ten Machine Learning Algorithms You Should Know to Become a Data Scientist

Machine Learning Practitioners have different personalities. While some of them are “I am an expert in X and X can train on any type of data”, where …

Reinforcement Learning Cheat Sheet

<b>Disclaimer: This is a work in progress project there may be errors!</b><p>In order to fast recap my knowledge of Reinforcement Learning, I created this …

K-Nearest Neighbors Algorithm in Python and Scikit-Learn

The K-nearest neighbors (KNN) algorithm is a type of supervised machine learning algorithms. KNN is extremely easy to implement in its most basic …

Machine Learning

Learn Audio Beat Tracking for Music Information Retrieval (with Python codes)

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

KDnuggets™ News 18:n07, Feb 14: 5 Machine Learning Projects You Should Not Overlook; Intro to Python Ensembles

5 Machine Learning Projects You Should Not Overlook; Introduction to Python Ensembles; Which Machine Learning Algorithm be used in year 2118?; …

Machine Learning

Create A Simple RESTful API With Golang

Python Data Science Handbook | Python Data Science Handbook

This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter …

Deep Learning Zero to One: 5 Awe-Inspiring Demos with Code for Beginners, part 2

<b>By Sam Putnam, Enterprise Deep Learning.</b><p><i>(Editor: this is the second installment of the demos - here is the first part)</i><p>Someone in a meetup said they …

How to install and use LXC (LinuX Container)

I have already discussed about Linux containers in my previous post. So let’s get started with one of the popular Linux container application …

Stuff The Internet Says On Scalability For March 10th, 2017

Hey, it's HighScalability time: Darknet is 4x more resilient than the Internet. An apt metaphor? (URV)<br>If you like this sort of <i>Stuff</i> then please …

Machine Learning

Impact of CPU Hot Add on NUMA scheduling

On a regular basis, I receive the question if CPU Hot-add impacts CPU performance of the VM. It depends on the vCPU configuration of the VM. CPU …

Virtual Machine

HANA Express Edition on an UBUNTU 16.04 LXC Container

I think – the HANA(express edition) is well known. So … nothing to be told about the product. As the title says we’re talking about a virtualized …

Linux

5 lessons from Amazon’s S3 cloud blunder – and how to prepare for the next one

According to internet monitoring platform Catchpoint, Amazon Web Service’s Simple Storage Service (S3) experienced a three hour and 39 minute …

Using Artificial Intelligence Both In Apps And In The Aisles

If the basics of retail are elementary, then it should be no surprise that a technology named Watson is leading what may be one of the biggest trends …

Artificial Intelligence

Introduction to TensorFX

TensorFX is an end to end application framework to simplifies machine learning with TensorFlow - both training models and using them for prediction. …

Machine Learning

Build a NodeJS cinema booking microservice and deploying it with docker (part 3)

<i>Hello community this is the 🏰 third article from the series “Build a NodeJS cinema microservice”. This series of articles demonstrate how to build</i> …

How to migrate a regular LXC container to a Proxmox LXC container?

How do you migrate a regular LXC container (from another or the same server) to a Proxmox LXC container, which can be accessed via the Proxmox web …

Linux

The Complete Machine Learning Bundle | Popular Mechanics Shop

<b>Quant Trading Using Machine Learning</b><p>Play the Markets Like a Pro After 11 Hours of Integrating Machine Learning into Your Investment Strategies<p>Financial markets are fickle beasts that can be extremely difficult to navigate for the average investor. This course will introduce you to machine learning, …

MLT Wiki

Machine Learning Tutorial Overview<p>For a quick overview on the contents of this tutorial, check out this PDF Presentation.<p>Notation<p>Machine …