2022 Q4 challenge of reviewing & learning
Before 2022 ends, I’m giving myself a challenge to re-learn or teach myself a data science concept each day (and I was being ambitious lol).
2022-09-23 SVD (singular value decomposition)
2022-09-24 word2vec
2022-09-25 word2vec code example
2022-09-27 Monte Carlo simulation to estimate \(\pi\)
2022-09-28 Inverse transform sampling
2022-09-29 SGD (stochastic gradient descent)
2022-09-30 SGD code example
2022-10-04 Adam optimizer
2022-10-07 RNN
2022-10-10 ResNet
2022-10-14 Gradient boosting
2022-10-24 Attention
2022-10-25 SQL
2022-11-15 N-Beats