1.01 Welcome to Pandas (7 min.)
1.02 But What Is Pandas? (6 min.)
1.03 Installing Python, Pandas, NumPy (12 min.)
1.04a Pandas Basics (12 min.)
1.04b Pandas Basics – Loading & Exploring Data (Live Coding) (25 min.)
2.01a Indexing in Depth (Part 1 – Integer-Based Indexing) (15 min.)
2.01b Indexing in Depth (Part 2 – Label-Based Indexing) (13 min.)
2.01c Indexing in Depth (Part 3 – Chaotic Indexing) (11 min.)
2.02a Dtypes & Manipulating Missing Data (17 min.)
2.02b Dtypes & Manipulating Missing Data – Oil & Gas Data Cleanup (Live Coding) (19 min.)
2.03 Combining Dataframes (19 min.)
2.04a Dealing with Grouples, Pivot Tables & Beyond (18 min.)
2.04b Dealing with Grouples, Pivot Tables & Beyond – Groupby & Pivots (Live Coding) (45 min.)
2.05a Python Is Not Just Pandas (Part 1) (5 min.)
2.05b Python Is Not Just Pandas (Part 2 – Live Coding) (34 min.)
2.05c Python Is Not Just Pandas (Part 3) (7 min.)
2.06 So Long And Thanks For All The Pandas (14 min.)