ML in Audio processing

• A complete guide to speech enhancement

Natural language processing

• Tips and Tricks to Train State-Of-The-Art NLP Models

• Sentiment Analysis in Python

• Sentiment analysis: build your NLP project

• Data Augmentation in NLP

• Text Classification: All Tips and Tricks from 5 Kaggle Competitions

• Exploratory Data Analysis for Natural Language Processing

Machine learning

• 7 Cross-Validation Mistakes That Can Cost You a Lot

• Hyperparameter Tuning in Python: a Complete Guide

• Hyperparameter tuning: data dictionary

• Tabular Data Binary Classification: All Tips and Tricks from 5 Kaggle Competitions

• Model drift: data dictionary

• Plotly: data dictionary

• Ground Truth: data dictionary