Michele Cavaioni – Medium

Michele Cavaioni

Michele Cavaioni
in
Machine Learning bites

How to write a Technical Blog

“I hate writing, I love having written.”

Nov 12, 2018

How to write a Technical Blog

Nov 12, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Attention Model and Speech Recognition

This model is an alternative to the encoder-decoder RNN architecture (see previous blog), and acts similar to how humans translate…

Mar 15, 2018

DeepLearning series: Attention Model and Speech Recognition

Mar 15, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Sequence-to-Sequence Architectures

This model architecture is useful for machine translation and speech recognition.

Mar 15, 2018

DeepLearning series: Sequence-to-Sequence Architectures

Mar 15, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Sentiment Classification

Great use of word embeddings (see previous blog) is done by a sentiment classification application.

Mar 15, 2018

DeepLearning series: Sentiment Classification

Mar 15, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Natural Language Processing and Word Embeddings

In the previous blog related to Sequence Models and Language model generation, we have used a dictionary of words, and each word was…

Mar 15, 2018

DeepLearning series: Natural Language Processing and Word Embeddings

Mar 15, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Sequence Models

This blog will cover the different architectures for Recurrent Neural Networks, language models, and sequence generation. I will go over…

Mar 15, 2018

DeepLearning series: Sequence Models

Mar 15, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Face Recognition

In this write-up, I will describe the techniques to build a face recognition system, through the use of neural networks.

Feb 23, 2018

DeepLearning series: Face Recognition

Feb 23, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Object detection and localization — YOLO algorithm, R-CNN

In the previous blog I explained the theory behind and how a Convolutional Neural Network works for a classification task. Here I will go a…

Feb 23, 2018

DeepLearning series: Object detection and localization — YOLO algorithm, R-CNN

Feb 23, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: Convolutional Neural Networks

In this blog, I will explain the details of Convolutional Neural Networks (CNNs or ConvNets), which have proven to be very effective in…

Feb 23, 2018

DeepLearning series: Convolutional Neural Networks

Feb 23, 2018

Michele Cavaioni
in
Machine Learning bites

DeepLearning series: How to structure machine learning projects

In this blog, I will explain how to structure a machine learning project and some useful techniques for deep learning, such as transfer…

Feb 23, 2018

DeepLearning series: How to structure machine learning projects

Feb 23, 2018

Michele Cavaioni

Michele Cavaioni

Passionate about AI, ML, DL, and Autonomous Vehicle tech. CEO of CritiqueMatch.com, a platform that helps writers and bloggers to connect and exchange feedback.

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