kdb+ 🔬
Predicting early onset dementia
Can Machine learning models 🤖 help predict the early onset of dementia using social and biological data of patients? Let’s investigate using
2️⃣ Predicting early onset 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.
3️⃣ Predicting early onset 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? 👑
4️⃣ Predicting early onset 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 🧬