Deep Learning Prerequisites: Logistic Regression in Python

Data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

What Will I Learn from the course "Deep Learning Prerequisites: Logistic Regression in Python"?

• 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

Includes:

• 3.5 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

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