Untitled#

import numpy as np
import pandas as pd
from pandas import Series, DataFrame
import matplotlib.pyplot as plt
import seaborn as sns

credit: https://machinelearningmastery.com/probability-for-machine-learning-7-day-mini-course/

Lesson 01: Probability and Machine Learning#

Lesson 02: Three Types of Probability#

Lesson 03: Probability Distributions#

Lesson 04: Naive Bayes Classifier#

Lesson 05: Entropy and Cross-Entropy#

Lesson 06: Naive Classifiers#

Lesson 07: Probability Scores#