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

• BESTSELLER
• Created by Lazy Programmer Inc.
• English
• English [Auto-generated], Portuguese [Auto-generated], 1 more

PREVIEW THIS COURSE - GET COUPON CODE

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