In the last video in the python pandas for data analysis series we are covering apply, merge, and groupby. This is where the real data analysis starts! We are covering each topic, step-by-step, with a real world example, in under 30 minutes. CHAPTERS 00:00 Intro 00:15 Dataset Overview 00:52 Adding Columns to a DataFrame 03:25 apply() 08:32 lambda Functions 10:15 merge() 15:51 groupby() 24:33 Visualizations in pandas Dataset Link: Python Pandas for Data Analysis playlist: #pythontutorial #dataanalysis #pythonpandas