Comprehensive statistics interview questions covering probability, distributions, hypothesis testing, and statistical analysis.

Essential patterns for working with Pandas DataFrames: creation, manipulation, filtering, aggregation, and transformation. Installation 1pip install pandas numpy Creating DataFrames From Dictionary 1import pandas as pd 2import numpy as np 3 4# From dict of lists 5df = pd.DataFrame({ 6 'name': ['Alice', …