2️⃣ Terraform + Ansible + Docker Swarm = 🔥

2022-11-30 ::

We provisioned some shiny new toys using terraform in part 1️⃣. Now, let’s configure them using Ansible and setup a Swarm 🐝

Read more →

1️⃣ Terraform + Ansible + Docker Swarm = 🔥

2022-11-25 ::

#Docker #Docker Swarm #Ansible #Terraform #IaC 1️⃣ Terraform + ~~Ansible~~ + Docker Swarm = 🔥

Infrastructure as Code (IaC) is a concept thrown about everywhere these days! Let’s create a full IaC environment, from provisioning ➡️ deployment using Terraform, Ansible and Docker Swarm 🚀

Read more →

Create a discovery service using `kdb+` 🔍

2022-11-08 ::

#kdb+ #Discovery Service Create a discovery service using `kdb+` 🔍

Want to know where all your kdb+ applications are running, without spending 💵, then let’s explore creating an in-house discovery service 🏠

Read more →

Increasing the concurrency of a Kafka consumer 🧮

2022-11-01 ::

#Python #Apache Kafka #Concurrency Increasing the concurrency of a Kafka consumer 🧮

Out-of-the-box, a Kafka consumer is not thread safe. Multi-threaded access must be properly synchronised. Can we create a multi-threaded consumer? 🤔

Read more →

1️⃣ Predicting Dementia - Data collection & visualisation 📊

2022-10-25 ::

#kdb+ #Machine Learning 1️⃣ Predicting Dementia - Data collection & visualisation 📊

Can Machine learning models 🤖 help predict the early onset of dementia using social and biological data of patients? Let’s investigate using kdb+ 🔬

Read more →

2️⃣ Predicting Dementia - Data preparation 🧪

2022-10-18 ::

#kdb+ #Machine Learning 2️⃣ Predicting Dementia - Data preparation 🧪

Transform raw data into a machine-friendly format with this comprehensive guide to data preprocessing. 🧼 Learn the ins and outs of preprocessing data to achieve better results for your machine learning models.

Read more →

3️⃣ Predicting Dementia - ML Modeling 🚀

2022-10-09 ::

#kdb+ #Machine Learning 3️⃣ Predicting Dementia - ML Modeling 🚀

The third blog in this series explores how we try to maximise the potential of our machine learning models through the concept of feature engineering ⚙️ New techniques are explored in the hope of optimising the accuracy of our models. Which algo comes out on top? 👑

Read more →

4️⃣ Predicting Dementia - Creating a web GUI 🖥️

2022-10-01 ::

#kdb+ #Machine Learning #Javascript #HTML 4️⃣ Predicting Dementia - Creating a web GUI 🖥️

The last blog in this series explores how we can create a web dashboard to use our trained ML models to predict whether an individual is exhibiting the early symptoms of Dementia 🧬

Read more →

👋 Thanks for visiting!