| Title | Description |
|---|---|
| day02 | Create a function, return a dictionary |
| day03 | dictionary, sum a specific key |
| day04 | function, dictionary, modulos |
| day05 | dictionary, text manipulation |
| day06 | list comp, function, strings |
| day07 | pandas, datetime |
| day08 | pandas, datetime, barplot |
| day09 | numpy, columns |
| day10 | functions, programing |
| day11 | numpy, slices, np.where |
| day12 | SQL, connection |
| day13 | pandas plotting, group by |
| day14 | text, lists |
| day15 | APIs |
| day21 | python, programming, permutations |
| day22 | PMF |
| day23 | PMF |
| day24 | Stats, probability, distributions |
| day25 | Distributions |
| day26 | Sample v Population, bootstrapping |
| day27 | Hypothesis testing |
| day28 | Power score |
| day29 | Plotly and Seaborn |
| day31 | Probability |
| day32 | Correlation |
| day33 | VIF, Multicollinearity |
| day34 | sklearn model flow |
| day35 | OHE, dummies |
| day41 | Classes |
| day42 | Classes |
| day43 | Bayes |
| day44 | RMSE from scratch |
| day45 | Gradient Descent |
| day46 | Linear Algebra |
| day47 | Logistic Regression |
| day48 | Maximum Likelihood Estimation |
| day49 | Naive Bayes |
| day50 | GridSeach, hyperparameters |
| day51 | Decision Trees |
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