Sebastian CorreaAI Product Management: From Challenges to SolutionsAs our world becomes increasingly digitized, the importance of Artificial Intelligence (AI) products has grown significantly. AI has become…May 7, 2023May 7, 2023
Sebastian CorreaMake a Simple Comand BOT PythonSo how many times do you ask Siri, Alexa, or Google for the weather or the time? Several kinds of bots are now in the market, some more…May 1, 2021May 1, 2021
Sebastian CorreaUseful Metrics functions for Keras and TensorflowIn today's post, I will share some of the most used Metrics Functions in Keras during the training process. A Metric Function is a value…Apr 17, 2020Apr 17, 2020
Sebastian CorreaELMO TensorFlow implementationAn ELMO layer implementation using TensorFlow-Hub and how to prepare data for any NLP task.Nov 22, 2019Nov 22, 2019
Sebastian CorreaBERT TensorFlow implementationBERT (Bidirectional Encoder Representations from Transformers) is a recent paper published by researchers at Google AI Language. BERT’s…Oct 2, 2019Oct 2, 2019
Sebastian CorreaCosine Learning rate decayIn this post, I will show my learning rate decay implementation on Tensorflow Keras based on the cosine function.Sep 2, 2019Sep 2, 2019
Sebastian CorreaBilinear CNN models in TensorFlow-KerasImplementation in TensorFlow and Keras of Bilinear CNN Models for Fine-grained Visual Recognition, paper.Aug 26, 2019Aug 26, 2019
Sebastian CorreaNLP: twitter sentiment analysis with TensorflowImplementation of BOW, TF-IDF, word2vec, GLOVE and own embeddings for sentiment analysis. This approach can be replicated for any NLP task.Aug 2, 2019Aug 2, 2019