Machine Learning

Articles & Tutorials

Jupyter Notebook Server with AWS EC2 and AWS VPC

The 5 Clustering Algorithms Data Scientists Need to Know

The Complete Life Cycle of Data: From Exploration to Deployment

Data augmentation

In praise of the autoencoder

Up and Running with AWS EC2, S3, Linux and Deep Learning

Cupy documentation

Accuracy, Precision, Recall & F1 Score: Interpretation of Performance Measures

AI Meets a 96 Years Old NGO: Improving Case Management for Cross-Border Child Protection - How can AI help alleviate social workers’ administrative burden

Using Machine Learning to Solve Real-World Problems

Deploy a Model Using Docker as Endpoint and Pathology Mobile App

Using Machine Learning to Predict Country Population

Naives Bayes in sci-kit learn Naive Bayes:

Random forest in sci-kit learn Random Forest:

How to build a chrome extension

Predicting energy demand with neural networks

From Streamlit to Heroku

Time Series forecasting using Auto ARIMA in python

Gaussian Process Forecasting Web Tool

Time Series Nested Cross-Validation

How to Deploy a Streamlit App with Heroku

Anomaly Detection Techniques in Python

Forecasting Energy Consumption using Machine Learning and AI

Predicting Solar Energy Production with Machine Learning

Dataquest Tutorial

Deploying Dashboards for Machine Learning with AWS

Predicting smart grid stability with deep learning

Time Series Nested Cross-Validation with sklearn

Time Series Analysis — A quick tour of Prophet

How to Predict Solar Energy Production

An Introduction to Missing Data in Clinical Trials

Guide to Encoding Categorical Features Using Scikit-Learn For Machine Learning

Semi-supervised approach article

How to accelerate DevOps with Machine Learning lifecycle management

8 tactics to combat imbalanced classes in your machine learning Dataset

MLJAR Automated Machine Learning for Humans

Using Causal Inference: How Can AI Help People Slow Their Aging Down

Using Predictive Modeling: A Data Driven Approach To Impact Investment Strategies

Mia Tutorial: Machine Learning Model Deployment on Mia

“To find optimal Model for implementing a decision making system to

Research Papers

Tackling Climate Change with Machine Learning

Machine Learning for Conservation Planning in a Changing Climate

Body Weight Estimation for Dose-Finding and Health Monitoring of Lying, Standing and Walking Patients Based on RGB-D Data

Deep Clustering for Mars Rover image datasets

Crop yield prediction using machine learning

Data Science for Weather Impacts on Crop Yield

Semantic segmentation of crop type in Africa

Support Vector Machine Accuracy Assessment for Extracting Green Urban Areas in Towns

Unsupervised Learning for Image Classiffication