cs50 ×2 — harvard's python + ai certificates, with video receipts
2022·12 · foundation · python
on purpose, in order
two cs50 courses taken deliberately around the 42 cursus: introduction to programming with python (2022·12) to make python a first-class tool next to c, then introduction to artificial intelligence with python (2023·07) to use it — search, optimization, neural networks with tensorflow and keras.
the finals were real builds, not exercises: "major world indices analyzer", a tkinter gui pulling 36 index funds from yahoo finance into interactive charts and xlsx exports; and "project traffic", a convolutional network classifying road signs on the german traffic sign dataset. both shipped with public demo videos — the scene above links them. the second one is where the applied-ml thread of the current work starts.
facts
courses: cs50p · cs50ai
when: dec 2022 · jul 2023
cs50p final: major world indices analyzer
cs50ai final: traffic-sign cnn (gtsrb)
stack: python · tkinter · tensorflow · keras
links
github · cs50p video · cs50ai video
← anfreire.dev · the interactive version needs javascript