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Deep Learning Prerequisites: Logistic Regression in Python

Deep Learning Prerequisites: Logistic Regression in Python

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Deep Learning Prerequisites: Logistic Regression in Python

Deep Learning Prerequisites: Logistic Regression in Python, Data science techniques for professionals and students - learn the theory behind logistic regression and code in Python

Created by Lazy Programmer Inc.

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What you'll learn
  • program logistic regression from scratch in Python
  • describe how logistic regression is useful in data science
  • derive the error and update rule for logistic regression
  • understand how logistic regression works as an analogy for the biological neuron
  • use logistic regression to solve real-world business problems like predicting user actions from e-commerce data and facial expression recognition
  • understand why regularization is used in machine learning

Requirements
  • You should know how to take a derivative
  • You should know some basic Python coding
  • Install numpy and matplotlib
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