Doug Morrow

Mental Models

Study Session Scikit Learn Pipeline, Pandas Join, 5 16 21

Study Session Anki Sklearn Cross Val Score and Tensorflow Random, Seed, Shuffle NDIM

Study Session, Scikit Learn, Anki, End to End with Pipeline Titanic Dataset 5.10.21

Study Session Scikit Learn Anki End to End Sorta Titanic Dataset 5.8.21

Study Session SKLearn Practice Spliting Data, Instantiat Model, Cross Val Score - 5.6.21

Study Session - Anki - Scikit Learn, Model Selection, RandomForestClassifier, Cross Val Score 5.7.21

Study Session May 6 - Pandas, Join, Copy, fillna, .loc, notna.sum, Lambda x: type(x)

Pandas get dummies, RandomForestClassifier, fillna, drop, df corr

Pandas Corr Matrix, Or Condition, isin, between, cumulative sum

Pandas Rename Columns, Set Index, Conditional Statement, Left Join, Group By

Pandas Left Join, Group By, Merge, Drop, Study Session

Pandas Left Join, pd to numeric, Concat, nsmallest, nunique

Pandas Concat, nsmallest, unique, to_numeric Flashcards with Anki - Study Session

Pandas + Anki: set_index, dtypes, rename

Flashcard Review - Set Index, Review Data Type, Rename Columns: Pandas Intermediate

Heart Disease Classification with Scikit-learn

List Methods and Functions in Python: zip(), range(), .join() - Part 3 Series A

List Methods in Python: Adding and Removing Values - Part 1 Series A

Sets in Python: .issuperset(), .union(), .discard() Part 2 - Series A

Tuples in Python: .index(), .count(), len() - Series A

Sets in Python: .add(), set(), in, len(), list(), .copy(), .clear() - Part 1 - Series A

List Methods in Python: Copy, Index, Sort, Reverse - Part 2 Series A

Class Types in Python

Variables in Python

Augmented Assignment Operator

List and List Slicing in Python

Basic Functions in Python

Boolean Values in Python

Comments in Python