Study guides and flashcard decks to learn Data Science faster with active recall and spaced repetition.
Learn data visualization with 41 flashcards: data-ink ratio, lie factor, preattentive attributes, color schemes, Sankey, treemap, violin plots and D3.js.
FLIP IT TeamOctober 4
Learn deep learning with 66 real flashcards: CNNs, LSTMs, Transformers, backpropagation, ResNet and diffusion, plus a timeline fix and the missing foundation cards.
FLIP IT TeamSeptember 30
Study machine learning with 75 flashcards: precision, recall, F1, ROC and AUC, bagging vs boosting, L1 vs L2, gradient descent, plus the metrics missing.
FLIP IT TeamSeptember 28
Learn NumPy with 77 flashcards: array creation, shape and dtype, slicing, boolean indexing, broadcasting, the axis parameter, ufuncs and np.linalg.
FLIP IT TeamSeptember 23
Memorize Pandas with 93 flashcards: Series vs DataFrame, loc vs iloc, fillna, merge, concat, groupby, pivot_table, melt, resample and more, plus a two-week plan.
FLIP IT TeamSeptember 18