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Andrea Manero-Bastin's Blog – May 2019 Archive (5)

Deep Knowledge: Next Step After Deep Learning

This article was written by David March.

 Data science has been around since mankind first did experiments and recorded data. It is only since the advent of big and heterogenous data that…

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Added by Andrea Manero-Bastin on May 23, 2019 at 4:30am — No Comments

A Complete Machine Learning Project Walk-Through in Python: Part One

This article was written by Will Koehrsen.

 Reading through a data science book or taking a course, it can feel like you have the individual pieces, but don’t quite know how to put them together. Taking the next step and solving a complete machine learning problem can be daunting, but preserving and completing a first…

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Added by Andrea Manero-Bastin on May 20, 2019 at 6:30am — No Comments

Top 10 Neural Network Architectures

This article was written by James Le.

Some examples of tasks best solved by machine learning include:

  • Recognizing patterns: Objects in real scenes, Facial identities or facial expressions, Spoken words.
  • Recognizing anomalies: Unusual sequences of credit card transactions, Unusual patterns of sensor readings in a nuclear power…
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Added by Andrea Manero-Bastin on May 20, 2019 at 6:00am — No Comments

Forecasting through ARIMA Modeling using R – Step-by-step Guide

This article was written by Roopam Upadhyay.

This article is a continuation of our manufacturing case study example to forecast tractor sales through time series and ARIMA models. You can find the previous parts at the following links:

Part 1: Introduction to time series modeling & forecasting

Part 2: Time series…

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Added by Andrea Manero-Bastin on May 10, 2019 at 7:00am — No Comments

Deep learning: the final frontier for signal processing and time series analysis?

This article was written by Alexandr Honchar.

People use deep learning almost for everything today, and the “sexiest” areas of applications are computer vision, natural language processing, speech and audio analysis, recommender systems and predictive analytics. But there is also one field that is unfairly forgotten in terms of machine learning — signal processing (and, of course,…

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Added by Andrea Manero-Bastin on May 10, 2019 at 6:30am — No Comments

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