Jaspal Bhamra

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How to Set up an SSH Server on a Home Computer

Around 18 months ago, I built a desktop computer so I would have a little more firepower at my fingertips when I needed it. My hope was to avoid …

Linux

CNN Long Short-Term Memory Networks

Gentle introduction to CNN LSTM recurrent neural networks<br>with example Python code.Input with spatial structure, like images, cannot be modeled easily …

Deep Learning

Surprising neural communication mechanism revealed

A new study has made the surprising discovery that neurons are capable of controlling how much dopamine they release, which goes against what …

TensorFlow Tutorial Ground Zero | How To Start

Hey Everyone in my last post I showed how we can write a simple neural network program in python from scratch, just to have a better understanding of …

Start a Premium Content Business Using Node.js, React and Cosmic JS Extensions

TL;DR<p>View the demo<br>View the source code<br>Install the Premium Content Blog<p>You have great ideas. Your head is overflowing with content that you <i>know</i> people …

Neural Networks Components

This section describes the seven major components which make up an artificial neuron. These components are valid whether the neuron is used for …

TensorFlow Tutorial For Beginners

<i>Originally published at</i> <i>https://www.datacamp.com/community/tutorials/tensorflow-tutorial</i><p>Deep learning is a subfield of machine learning that is a set …

Scientists Have Created an Artificial Synapse That Can Learn Autonomously

This is crazy.<p>Developments and advances in artificial intelligence (AI) have been due in large part to technologies that mimic how the human brain …

Try Deep Learning in Python now with a fully pre-configured VM

<i>New VM image — updated March 2018!</i><p>I love to write about face recognition, image recognition and all the other cool things you can build with machine …

50+ Useful Machine Learning & Prediction APIs, updated

<b>By Thuy T. Pham, U. of Technology Sydney.</b><p>See also our updated 2018 post: 50+ Useful Machine Learning & Prediction APIs, 2018 Edition.<p>As the …

Understanding the Brain With the Help of Artificial Intelligence

<i>Summary: Researchers have trained neural networks to accelerate the reconstruction of neural circuits.</i><p>Source: Max Planck Institute.<p><b>Neurobiologists</b> …

Learning AI if You Suck at Math — P5 — Deep Learning and Convolutional Neural Nets in Plain English!

Welcome to part five of Learning AI if You Suck at Math. If you missed parts 1, 2, 3, 4, 6, and 7 be sure to check them out!<p><b>Today, we’re going to</b> …

Reverse Engineering The YouTube Algorithm

<i>[Editor’s Note: You can read</i> <b>Reverse Engineering the YouTube Algorithm: Part I</b> <i>right here. You don’t need to read it before reading Part II, but you</i> …

Made Home Improvements Last Year? You Could Get a Tax Break

If you made any home improvements in 2016, you may be eligible for a tax break or two. Certain home improvements — or certain lines of credit that can be used for home improvements — qualify for a deduction or tax credit from good old Uncle Sam. As you prepare your taxes this year, here are few of …

Learn TensorFlow and deep learning, without a Ph.D.

Thursday, January 19, 2017<p><i>By Martin Görner, Google Cloud Platform Developer Advocate</i><p><b>This 3-hour course (video + slides) offers developers a quick</b> …

Challenge Yourself With Some Simple DIY Storage Ideas

A well-organized home is also a comfortable one. Having enough storage for everything offers a really nice sense of accomplishment and only in time …

Learning AI if You Suck at Math — Part Two — Practical Projects

If you read the first article in this series, you’re already on your way to upping your math game. Maybe some of those funny little symbols are …

Implementing a Binary Classifier in Python

<i>Credits to</i> <i>Jean-Nicholas Hould</i> <i>for his post that gives an intuitive approach to learn a basic Machine Learning algorithm and</i> <i>Sebastian Raschka</i><i>’s book on</i> …

DIY Projects Using Cinder Blocks

Cinder blocks are actually CMUs (an acronym for concrete masonry unit) i.e. large, rectangular bricks which are used in construction, but have a lot …

Swimming Pools

These 2 charts will give stock pickers everywhere nightmares

2016 was one of the most challenging years for professional stock pickers.<p>The chart below from a JPMorgan US Equity Strategy note released on Wednesday shows that only 32% of active quant funds and active long only funds outperformed their benchmarks in 2016, compared to 63% in 2015. On the whole, …

Investing

Traffic signs classification with a convolutional network

I’m assuming you already know a fair bit about neural networks and regularization, as I won’t go into too much detail about their background and how …

Yes you should understand backprop

When we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit calculations …

20 DIY Sliding Door Projects To Jumpstart Your Home's Rennovation

If you’re busy making plans to transform your home, we’re here to help with all your hands-on, do-it-yourself ideas. From inserting barn doors to …

Dining Rooms

3tags.org is coming soon

What are some concepts/algorithms/data structures that every computer science student should know?

You should be aware of a few basic <i>techniques</i> that occur over and over again in many algorithms:<p>Brute Force<br>• Divide and Conquer<br>• Greedy Programming<br>• Dynamic …

How To Train Your AI: Microsoft Releases Open-Source Deep Learning Software

High-Tech and Flexible<p>Ever wanted to develop your own artificially-intelligent programs? Microsoft is empowering everyone with the capability to …

Study Raises New Questions About Fetal Ultrasounds

Research links ultrasounds early in pregnancy to heightened autism symptoms, but experts caution reading too much into it<p>A new study suggesting that first-trimester fetal ultrasound may contribute to the severity of autism symptoms heightens a dilemma facing obstetricians: How to halt the …

Pregnancy

The Neural Network Zoo

With new neural network architectures popping up every now and then, it’s hard to keep track of them all. Knowing all the abbreviations being thrown …

Euclidean Technologies - Deep Learning And Long-Term Investing, Structuring The Data [Part 2]

<b>Part 2: Deep Learning And Long-Term Investing, Structuring The Data by John Alberg and Michael Seckler, Euclidean Technologies</b><p>The Setup (Revisited)<p>In …

How to build a roof for a 12x16 shed | HowToSpecialist - How to Build, Step by Step DIY Plans

This step by step diy article is about <b>how to build a roof for a 12×16 shed</b>. After building the base of the shed and fitting the wall frames, you need …