John KallerinThe StartupThe Machine Learning Technique Behind Twitter Bots: Language ModelsIn late May in 2020 researchers from Carnegie Mellon University reported that of the 200 million comments that discussed the Coronavirus…Feb 1, 2021Feb 1, 2021
John KallerinunpackIntroduction into Regularization Methods in Deep LearningWhen training your deep learning models overfitting and underfitting are common problems that data scientists have to deal with. However…Jan 18, 2021Jan 18, 2021
John KallerinunpackA guide on how to improve your deep learning model.Congratulations, you have built your own deep learning model. You have trained the various layers with defined weights and your model has…Jan 4, 2021Jan 4, 2021
John KallerinChintechThe mindset to survive as an entrepreneur in ChinaStarting a business is tough. Starting a business in China is even tougher. Having built my own startup in China over the last two years I…Aug 6, 2020Aug 6, 2020
John KallerinAI³ | Theory, Practice, BusinessUtilizing Dropout fight against Overfitting a modelOverfitting a model is one of the biggest fears machine learning experts have when training there model. The trickiness is that if a model…Sep 20, 2019Sep 20, 2019
John KallerinAI³ | Theory, Practice, Businessmixup — with simplicity to unchartered accuracyA fresh machine-learning student who is diving deep into deep learning and attempting to build his own models is quick to realize, that…Sep 9, 2019Sep 9, 2019
John KallerinunpackMethods of Data Labeling in Machine LearningAccruing a large amount of data is relatively simple. Data can be scraped, created or copied and then be stored in huge data storages. A…Sep 9, 20192Sep 9, 20192
John KallerinAI³ | Theory, Practice, BusinessNeural Networks and Activation FunctionsActivation functions are an extremely important feature of artificial neural networks. They basically decide whether a neuron should be…Sep 2, 2019Sep 2, 2019
John KallerinAI³ | Theory, Practice, BusinessLoss Functions in Machine Learning for Beginners| FastAI Lesson 9 — Homework 2Machine Learning is all about building a trained model that receives input data and correctly predict results. How, however, can a…Aug 19, 2019Aug 19, 2019
John KallerinAI³ | Theory, Practice, BusinessFastAI Lesson 8 — HomeworkLesson 8 of the FastAI took a different approach to teach and understand deep learning than Lesson 1–7 did. While Lesson 1–7 prioritizes a…Aug 11, 2019Aug 11, 2019
