Archives

2022

• 05 Apr An introduction to solving differential equations numerically

2020

• 21 Dec Time-Series forecasting with Stochastic Signal Analysis techniques

2018

• 20 Dec A guide for using the Wavelet Transform in Machine Learning
• 05 Jul Building Recurrent Neural Networks in Tensorflow
• 04 Apr Machine Learning with Signal Processing Techniques

2017

• 04 Dec Using Convolutional Neural Networks to detect features in satellite images
• 15 Aug Building Convolutional Neural Networks with Tensorflow
• 26 May Classification with Scikit-Learn

2016

• 22 Dec The Perceptron
• 07 May Regression, Logistic Regression and Maximum Entropy part 2 (code + examples)
• 28 Mar Regression, Logistic Regression and Maximum Entropy
• 15 Feb Sentiment Analysis with the Naive Bayes Classifier
• 01 Feb Sentiment Analysis with bag-of-words (part 2)
• 21 Jan Sentiment Analysis with bag-of-words

2015

• 23 Nov Visualizing Data
• 16 Nov Text Classification and Sentiment Analysis
• 03 Nov Post-Election Analysis: Twitter vs traditional polls
• 28 Oct Four more years of AKP?
• 12 Oct Predicting the Turkish General Elections with Twitter Data