Python Pandas - Comprehensive Course With Theory, Examples, And Practice Problems

Complete course explaining how to use Python Pandas for data wrangling. You should have a basic understanding of Python and NumPy prior to taking this course. 0:00 - promo 1:26 - 1.1 introduction 2:15 - 2.1 Series creation 8:48 - 2.2 Series basic indexing 19:38 - 2.3 Series basic operation 22:51 - 2.4 Series boolean indexing 26:19 - 2.5 Series missing values 31:41 - 2.6 Series vectorization 33:45 - 2.7 Series apply() 35:59 - 2.8 Series view vs copy 40:24 - 2.9 challenge: baby names 42:12 - 2.10 challenge: bees knees 43:39 - 2.11 challenge: car shopping 46:08 - 2.12 challenge: price gouging 48:14 - 2.13 challenge: fair teams 50:34 - 3.1 DataFrame creation 52:51 - 3.2 DataFrame to and from CSV 56:00 - 3.3 DataFrame basic indexing 1:02:13 - 3.4 DataFrame basic operations 1:03:58 - 3.5 DataFrame apply() 1:07:53 - 3.6 DataFrame view vs copy 1:10:22 - 3.7 DataFrame merge 1:18:16 - 3.8 DataFrame aggregation 1:22:01 - 3.9 DataFrame groupby() 1:32:56 - 3.10 challenge: hobbies 1:35:40 - 3.11 challenge: party time 1:38:28 - 3.12 challenge: vending machines 1:39:23 - 3.13 challenge: cradle robbers 1:41:25 - 3.14 challenge: pot holes 1:44:03 - 4.1 strings 1:47:41 - 4.2 dates and times 2:05:57 - 4.3 Categoricals 2:11:00 - 4.4 Multiindex 2:16:38 - 4.5 DataFrame reshaping 2:23:49 - 4.6 challenge: class transitions 2:25:34 - 4.7 challenge: rose thorn 2:27:41 - 4.8 challenge: product volumes 2:30:24 - 4.9 challenge: session groups 2:34:56 - 4.10 challenge: obgym 2:37:20 - 5.1 challenge: covid tracing 2:40:01 - 5.2 challenge: pickle 2:41:46 - 5.3 challenge: tv commercials 2:43:30 - 5.4 challenge: family iq 2:47:36 - 5.5 challenge: concerts -- Code ----------------------- https://www.practiceprobs.com/problem... -- Vids & Playlists --------------------------------- Google Colab -    • Introduction to Google Colab   NumPy -    • NumPy Explained - Full Course (3 Hrs)   Pandas -    • Python Pandas - Comprehensive Course With ...   Neural Networks -    • Learn Neural Networks By Deriving And Codi...   -- Subscribe To Mailing List --------------------------------- https://eepurl.com/hC1Pmj -- Music --------------------------------- All I Want by Daniel King All The Time by Ghost Beatz Bitz by Famous Cats Blueberry Jam Jam by Simen Andreas Bonfire Cauliflower by Isaac Joel Bus Won't Stop by Famous Cats Day Wave by Bobo Renthlei Dead Moll’s Fingers by Isaac Joel Diamonds by Nitro DuaLua by Simen Andreas Esperanza X by Azteca X Family Discount by Fantoms Five Leaves by Federico Ferrandina Flashing Cone by Mikey Geiger Good Enough Pizza by Sam_Barsh Havana Banana by Mikey Geiger Havana Connection by Federico Ferrandina Hitsville by Cast Of Characters Hot Step by Ryan Saranich Looking Wes by Federico Ferrandina Lucky Number 7 by Dresden The Flamingo Morning Thoughts by Soulplusmind My Love by Noah Smith Only The Brave Run Wild by Sounds Like Sander Overtime by Simple Thieves Pathways by Empyreal Glow Powdery Piggyback by Isaac Joel Purple Jellydisc by Isaac Joel Sidewalks by xJWill Something Real by Raw Lew Special Sauce by Cast Of Characters Stay Hopeful by PALA Story by Half Measure Summer Fields by DKH Swamp Bacon by Isaac Joel Swinging Paris by Federico Ferrandina Takes Me Under by Neon Beach The Lighthouse by Sounds Like Sander The Pretender by Isaac Joel Unchained by Federico Ferrandina Violet Collybia by Isaac Joel We Be Chillin by Mikey Geiger Winter Sky by Bobo Renthlei Yellow Plates by Isaac Joel -- Support ----------------------- https://merchonate.com/gormanalysis