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Matthew MacFarquhar
Matthew MacFarquhar

81 Followers

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Jan 20

Running Your ML model on the client side with TF.js

In this article, we will be loading in a model created in this google Colabs notebook. The model classifies 28X28 images to be in one of the 10 classes in the Fashion MNIST data set, and it will be run COMPLETELY ON THE CLIENT SIDE!! Imagine you built a great…

Machine Learning

5 min read

Running Your ML model on the client side with TF.js
Running Your ML model on the client side with TF.js
Machine Learning

5 min read


Published in Dev Genius

·Jan 7

Build Your Own ML API

ChatGPT’s website is all anyone is talking about right now, it is revolutionary and is — in my opinion — the next BIG disruptor of the world. However, if OpenAI just released a few videos and demos, nobody would really care (outside of the die hard deep learning enthusiasts). ChatGPTs…

Tensor Flow

5 min read

Build Your Own ML API
Build Your Own ML API
Tensor Flow

5 min read


Jan 2

What are you wearing? Building a CNN model to predict articles of clothing.

In this article, we will explore the architecture of a CNN, talk about what convolution does, and build a functioning model to predict Fashion MNIST data with a 90% accuracy among 10 classes. What is Convolution? So what is this special process that CNNs get their name from? When we Convolve over an…

Cnn

4 min read

What are you wearing? Building a CNN model to predict articles of clothing.
What are you wearing? Building a CNN model to predict articles of clothing.
Cnn

4 min read


Dec 27, 2022

You’re How Far Away? An exploration of different distance formulas

Today, we will explore some distance calculation formulas and when and where they are useful. Distance calculation is extremely useful in all sorts of applications, wether your are building a recommender system (checking distances between two users preferences), training ML model (calculating distances between your prediction and the ground truth)…

Distance

5 min read

You’re How Far Away? An exploration of different distance formulas
You’re How Far Away? An exploration of different distance formulas
Distance

5 min read


Published in Dev Genius

·Dec 21, 2022

Storing and Searching Location Data? Use GeoHashing

In this article we will explore a (relatively) new algorithm called GeoHash. We will talk about the applications of geohashing latitude and longitude data for easier querying, I will also provide a tutorial with a simple node app which mimics the storage and searching on geohashes. What Is a GeoHash? A GeoHash is an…

Geohash

5 min read

Storing and Searching Location Data? Use GeoHashing
Storing and Searching Location Data? Use GeoHashing
Geohash

5 min read


Dec 13, 2022

Hello Docker! Creating a super simple local Docker Image

In this article I will show you how to create and launch a Docker Image on your local machine in under 10 minutes. I will explain the Docker File in depth but assume you have experience using node and js. Why Docker Before we jump into coding, I want to address why…

Docker

4 min read

Hello Docker! Creating a super simple local Docker Image
Hello Docker! Creating a super simple local Docker Image
Docker

4 min read


Dec 10, 2022

Building a Web Page using Webpack

In this article, we will go over how to build a Web page and package it down to distributable production ready code using Webpack. What is Webpack? Webpack is quite simply a bundler, it takes your js modules with cross references and creates one static js file. It can also be configured with…

Webpack

4 min read

Building a Web Page using Webpack
Building a Web Page using Webpack
Webpack

4 min read


Published in Dev Genius

·Dec 2, 2022

API Authorization with JWT

In this article, we will talk about what a JWT (Json Web Token) is, how it is useful and how you can add it to your REST API. Definitions First, I’ll go over some definitions. Authentication: “the process or action of verifying the identity of a user or process” (You are…

Jwt

5 min read

API Authorization with JWT
API Authorization with JWT
Jwt

5 min read


Nov 26, 2022

HTTP Headers

HTTP Headers are an integral part of how the web functions. They contain information about the request (like the user agent used to make the request, the content the requester will accept, and the language). They contain information about the response (like the content type, cookies to set, and caching…

Https

3 min read

HTTP Headers
HTTP Headers
Https

3 min read


Nov 8, 2022

Predicting airline passengers using LSTM and Tensorflow

In this article, we will go over what an RNN is, what an LSTM is, and what a GRU is. We will then use an LSTM to train a model on flight data to predict future flight trends. RNN Before we build our network, we need to understand what an RNN…

Rnn

6 min read

Predicting airline passengers using LSTM and Tensorflow
Predicting airline passengers using LSTM and Tensorflow
Rnn

6 min read

Matthew MacFarquhar

Matthew MacFarquhar

81 Followers

I am a software engineer working for Amazon living in SF/NYC.

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