Do you think we can match TensorFlow by hand? You bet!

1. Purpose

TensorFlow and various other open source libraries for machine learning like SciPy, provide these nice built in functions for performing convolutions. However, as nice as these functions are, it is worth opening the hood to discover the power behind the code. In my opinion, without the convolutional layer, computer vision…

Can we make ML models to predict a building’s energy usage? Absolutely!

Table of Contents (TOC)

  1. Abstract
  2. Background
  3. Materials & Methods
  4. Results & Conclusions
  5. References

1. Abstract

The American Society of Heating, Refrigeration, and Air Conditioning Engineers (ASHRAE)¹ is one of the largest energy efficiency research societies in the world. They were founded in 1894 and have over 54,000 members, serving 132 countries. Since…

Can we make a diagnostic for Heart Disease using ML? You bet!

Table of Contents (TOC)

  1. Abstract
  2. Background
  3. Materials & Methods
  4. Results & Conclusions
  5. References

1. Abstract

According to the Centers for Disease Control and Prevention (CDC),¹ Heart disease is the number one cause of death for men, women, and people of most racial and ethnic groups in the United States.² More than one…

Steven Smiley

Writing about Data Science, CV, DL, ML, AI, Python https://www.linkedin.com/in/stevensmiley1989/

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