Categories

coding

• How to extend NLTK CorpusReader?
• Automatically check for broken links on your jekyll website
• A basic python development setup
• Simple tensorflow 2.0 optimization

experience

• How to purposefully discover new data analysis technics?

project

• Explore Global Climate Cases by Jurisdiction
• How to train an agent to play Connect Four with Reinforcement Learning?
• Sentiment analysis on twitter data with ELK
• Play with MNIST and tensorflow 2.1

study

• Try to uncover clusters among time series data
• Analyzing the correlation between chocolate consumption and cognitive functions
• How to statistically test the residuals from forecasted data?
• Easy exploratory data analysis on hacker news stories
• Coronavirus prediction based on current data
• Age distribution analysis on Coronavirus data
• Time series analysis on Coronavirus data

theory

• How to get collocations with the dunning likelihood ratio?
• Four simple instantiations of ARIMA processes as a cheat sheet
• Compute simple corpus descriptive metrics
• ROUGE and BLEU scores for NLP model evaluation
• The (detailed) mathematics behind neural networks
• Mostly used activation functions