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…7 min read·May 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…4 min read·May 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…4 min read·Apr 17, 2020----
Sebastian CorreaELMO TensorFlow implementationAn ELMO layer implementation using TensorFlow-Hub and how to prepare data for any NLP task.2 min read·Nov 22, 2019----
Sebastian CorreaBERT TensorFlow implementationBERT (Bidirectional Encoder Representations from Transformers) is a recent paper published by researchers at Google AI Language. BERT’s…2 min read·Oct 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.4 min read·Sep 2, 2019----
Sebastian CorreaBilinear CNN models in TensorFlow-KerasImplementation in TensorFlow and Keras of Bilinear CNN Models for Fine-grained Visual Recognition, paper.2 min read·Aug 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.7 min read·Aug 2, 2019----