01 course-overview.mp4 (9.54 MB)
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01 why-do-we-need-functions.mp4 (65.81 MB)
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01 what-are-functions.mp4 (56.76 MB)
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02 lab-1 M1Lab1 ipynb.zip (1.2 KB)
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01 lets-define-functions.mp4 (21.43 MB)
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02 lab-2 M1Lab2 ipynb.zip (1.36 KB)
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01 what-are-parameters.mp4 (20.81 MB)
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01 exercise-define-functions-with-a-single-parameter.mp4 (20.58 MB)
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02 lab-1 M2Lab1 ipynb.zip (1.43 KB)
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01 what-are-multiple-parameters.mp4 (15.52 MB)
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01 exercise-define-functions-with-multiple-parameters.mp4 (26.44 MB)
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02 lab-2 M2Lab2 ipynb.zip (1.39 KB)
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01 calling-functions-with-keyword-arguments.mp4 (12.72 MB)
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01 what-are-return-values.mp4 (69.08 MB)
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01 exercise-define-functions-with-return-values.mp4 (23.27 MB)
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02 lab-1 M3Lab1 ipynb.zip (1.83 KB)
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01 introduction-to-nested-functions.mp4 (21.15 MB)
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01 exercise-define-functions-in-functions.mp4 (20.09 MB)
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02 lab-1 M4Lab1 ipynb.zip (1.51 KB)
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01 the-design-of-hierarchy-of-functions.mp4 (61.51 MB)
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01 recursive-functions.mp4 (43.23 MB)
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02 lab-2 M4Lab2 ipynb.zip (1.47 KB)
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01 specialization-overview.mp4 (11.79 MB)
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02 welcome-and-introductions.mp4 (17.84 MB)
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01 python-environment.mp4 (11.78 MB)
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02 hello-world.mp4 (14.5 MB)
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03 quotations.mp4 (21.16 MB)
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04 lab-1 M1Lab1 ipynb.zip (2.62 KB)
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01 python-input.mp4 (10.02 MB)
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02 combine-input-and-print.mp4 (10.48 MB)
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03 lab-2 M1Lab2 ipynb.zip (1.36 KB)
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05 in-class-code M1Lectures.zip (3.08 KB)
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06 module-1-assignment M1Assignment ipynb.zip (1.73 KB)
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09 congratulations.mp4 (2.01 MB)
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01 introduction-to-variables.mp4 (21.68 MB)
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02 assignment-operation.mp4 (8.16 MB)
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03 types-of-variables.mp4 (26.48 MB)
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04 lab-1 M2Lab1 ipynb.zip (1.7 KB)
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01 arithmetic-operations.mp4 (20.35 MB)
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02 lab-2 M2Lab2 ipynb.zip (1.44 KB)
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01 relational-operations-boolean-data-and-logical-operations.mp4 (17.78 MB)
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02 lab-3 M2Lab3 ipynb.zip (1.44 KB)
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04 module-2-assignment.mp4 (1.13 MB)
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05 module-2-assignment M2Assignment ipynb.zip (1.75 KB)
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08 congratulations.mp4 (2.66 MB)
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01 what-is-flow-control.mp4 (10.63 MB)
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02 branching-and-if-statements.mp4 (22.13 MB)
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03 lab-1 M3Lab1 ipynb.zip (1.44 KB)
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01 multiple-branches.mp4 (25.14 MB)
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02 lab-2 M3Lab2 ipynb.zip (1.52 KB)
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01 decision-tree.mp4 (26.94 MB)
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02 lab-3 M3Lab3 ipynb.zip (1.65 KB)
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04 module-3-assignment.mp4 (1.88 MB)
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05 module-3-assignment M3Assignment ipynb.zip (2.38 KB)
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08 congratulations.mp4 (1.89 MB)
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01 why-do-we-need-repetitions.mp4 (9.76 MB)
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02 condition-based-repetition.mp4 (28.43 MB)
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03 lab-1 M4Lab1 ipynb.zip (1.47 KB)
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01 count-based-repetition.mp4 (27.78 MB)
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02 lab-2 M4Lab2 ipynb.zip (1.18 KB)
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01 continue-and-break.mp4 (20.19 MB)
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02 module-4-assignment M4Assignment ipynb.zip (1.82 KB)
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05 congratulations.mp4 (2.57 MB)
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01 what-are-packages.mp4 (5.38 MB)
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01 lets-play-with-random-package.mp4 (20.4 MB)
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01 exercise-game-1.mp4 (22.9 MB)
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01 exercise-game-2.mp4 (27.97 MB)
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02 in-class-demo P4DSC3M1Random ipynb.zip (2.33 KB)
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01 summary.mp4 (17.6 MB)
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02 lab-1 M1Lab1 ipynb.zip (1.9 KB)
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01 numpy-introduction.mp4 (44.27 MB)
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01 numpy-more.mp4 (23.12 MB)
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01 numpy-more.mp4 (30.99 MB)
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01 numpy-in-sum.mp4 (34.66 MB)
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02 in-class-demo P4DSC3M2Numpy ipynb.zip (8.15 KB)
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03 lab-1 M2Lab1 ipynb.zip (2.42 KB)
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01 pandas-introduction.mp4 (19.36 MB)
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01 pandas-more.mp4 (37.58 MB)
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02 in-class-demo P4DSC3M2Pandas ipynb.zip (8.68 KB)
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03 lab-2 M2Lab2 ipynb.zip (2.05 KB)
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01 introduction-to-matplotlib.mp4 (31.04 MB)
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01 matplotlib-plots.mp4 (52.74 MB)
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01 matplotlib-summary.mp4 (30.23 MB)
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02 in-class-demo P4DSC3M3Matplotlib ipynb.zip (358.46 KB)
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03 exploratory-lab M3Lab1 ipynb.zip (1.9 KB)
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01 introduction-to-seaborn.mp4 (50.49 MB)
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01 more-seaborn.mp4 (27.65 MB)
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01 summary.mp4 (48.37 MB)
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02 in-class-demo P4DSC3M4Seaborn ipynb.zip (1.08 MB)
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03 exploratory-lab M4Lab1 ipynb.zip (1.77 KB)
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