AlgoExpert - Large-Scale Machine Learning [Ryan Doan]

mp4   Hot：2   Size：993.09 MB   Created：2022-10-01 01:05:42   Update：2022-10-06 13:30:09  

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File List

  • 1 Introduction/LSML-0-Introduction.mp4.mp4 9.53 MB
    .pad/492815 481.26 KB
    2 Data Support/LSML-1-Data Ingestion.mp4.mp4 84.48 MB
    .pad/22026 21.51 KB
    2 Data Support/LSML-2-Data Storage.mp4.mp4 82.46 MB
    .pad/44217 43.18 KB
    2 Data Support/LSML-3-Data Processing.mp4.mp4 124.53 MB
    .pad/493380 481.82 KB
    2 Data Support/LSML-4-Processing Orchestration.mp4.mp4 55.04 MB
    .pad/485329 473.95 KB
    3 Exploration/LSML-5-Workspaces.mp4.mp4 21.06 MB
    .pad/456213 445.52 KB
    4 Experimentation/LSML-6-Frequentist AB Testing.mp4.mp4 86.23 MB
    .pad/279478 272.93 KB
    4 Experimentation/LSML-7-Bayesian AB Testing.mp4.mp4 33.86 MB
    .pad/144641 141.25 KB
    4 Experimentation/LSML-8-Multi-Armed Bandit.mp4.mp4 58.16 MB
    .pad/356969 348.6 KB
    4 Experimentation/LSML-9-Impact Estimation.mp4.mp4 60.81 MB
    .pad/196791 192.18 KB
    5 Large-Scale Training/LSML-10-Basic Models.mp4.mp4 53.45 MB
    .pad/55958 54.65 KB
    5 Large-Scale Training/LSML-11-Deep Learning Models.mp4.mp4 153.53 MB
    .pad/491527 480.01 KB
    5 Large-Scale Training/LSML-12-Model Validation.mp4.mp4 74.84 MB
    .pad/171541 167.52 KB
    6 Productionization/LSML-13-Productionization.mp4.mp4 26.37 MB
    .pad/132325 129.22 KB
    7 Hosting/LSML-14-Data Hosting.mp4.mp4 20.96 MB
    .pad/42469 41.47 KB
    7 Hosting/LSML-15-Model Hosting.mp4.mp4 43.7 MB
    .pad/311040 303.75 KB
    screenshot.jpg 96.12 KB

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