[ FreeCourseWeb.com ] Udemy - MLOps - Real-World Machine Learning Projects for Professional

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文件数目： 386个文件
文件大小： 2.6 GB
收录时间： 2025-5-29 20:21
访问次数： 73
相关内容： FreeCourseWeb com Udemy - MLOps - Real-World Machine Learning Projects for Professional
文件列表
  • Get Bonus Downloads Here.url
    183 B
  • ~Get Your Files Here !/1 - Introduction/1 -Project Planning & Introduction.mp4
    350.89 MB
  • ~Get Your Files Here !/2 - Data Management & Preprocessing/1 -Data Collection.mp4
    29.55 MB
  • ~Get Your Files Here !/2 - Data Management & Preprocessing/2 -1_Preprocessing_&_EDA.ipynb
    2.38 MB
  • ~Get Your Files Here !/2 - Data Management & Preprocessing/2 -Data Preprocessing & EDA.mp4
    363.12 MB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/1 -Setup MLFlow Server on AWS.mp4
    281.02 MB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/LICENSE
    1.04 KB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/README.md
    1.25 KB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/argv_exp.py
    152 B
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/example.py
    3.44 KB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/gitignore
    3.01 KB
  • ~Get Your Files Here !/3 - Setting up MLFlow Server/MLflow-Basic-Demo-main/requirements.txt
    19 B
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/1 -2_experiment_1_baseline_model.ipynb
    111.42 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/1 -Building Baseline Model.mp4
    169.79 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/2 -3_experiment_2_bow_tfidf.ipynb
    30.46 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/2 -Improving Baseline Model - BOW, TFIDF.mp4
    151.43 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/3 -4_experiment_3_tfidf_(1,3)_max_features.ipynb
    33.04 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/3 -Improving Baseline Model - Max features.mp4
    104.72 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/4 -5_experiment_4_handling_imbalanced_data.ipynb
    36.15 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/4 -Improving Baseline Model - Handling Imbalanced data.mp4
    101.67 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/5 -6_experiment_5_xgboost_with_hpt.ipynb
    48.39 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/5 -7_experiment_6_lightgbm_detailed_hpt.ipynb
    9.75 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/5 -Improving Baseline Model - Hyperparameter tuning with Multiple Model.mp4
    92.35 MB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/6 -8_stacking.ipynb
    91.42 KB
  • ~Get Your Files Here !/4 - Building Baseline Model with MLFlow/6 -Improving Baseline Model - Stacking Models.mp4
    35.5 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/1 -Building ML Pipeline using DVC.mp4
    22.98 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/2 -Data Ingestion Component.mp4
    69.51 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/3 -Data Preprocessing Component.mp4
    28.12 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/4 -Model Building Component.mp4
    54.4 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/5 -Model Evaluation Component with MLFlow.mp4
    89.19 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/6 -Model Register Component with MLFlow.mp4
    29.32 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/Dockerfile
    127 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/LICENSE
    1.06 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/README.md
    1.86 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/app.py
    11.3 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/confusion_matrix_Test Data.png
    21.12 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/data/interim/test_processed.csv
    977.08 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/data/interim/train_processed.csv
    3.94 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/data/raw/test.csv
    1.29 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/data/raw/train.csv
    5.31 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc.lock
    2.88 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc.yaml
    1.16 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/0f/ef1cfab7f15ebae4d8d21e5253f1be
    36.01 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/1b/d422dd6d135bced1d6c64a3e84a45d
    5.31 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/35/027dfda8274bd9356544f2ff358aa4
    3.94 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/4f/30375397ec89fead1745ee6d70f201
    977.08 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/6d/e69f257408e2d22dbe0e092f9c95a9
    87 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/ba/42408e7bd1e85685474d6a349ae57e.dir
    157 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/e1/3bcce40396cd334c8a7a334868166a.dir
    137 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/ea/97ba82a4a25627bf4ffb52572484ea
    1.29 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/files/md5/fe/b66a4153c18043a06d474208c661bf
    3.71 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/runs/49/49e3fa3aa57ff4dc511560b52ca1827c034bfd8922463ece3091702061f0a256/1271ead9801a7f1021b037a74641a826c67cd5907cc67c9622169465e8de5021
    694 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/runs/8a/8a0e55b74aa03c38a96fce85534d00621791d479f67424571cd864fc854ea4d5/f1139d841ec9aa7565caf2c80e7684d9745af04c9fc2ebe7322d2af8f8c0df0b
    324 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/runs/a1/a1c687e54a43f1ca073fb96e2ca33620ffeb2a19857f4c74f624f58c7aae8f1c/59994c5e89b044a01fea722aa56375c9c6330f45f2c8147be8aa1b3ea91a05c2
    473 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/cache/runs/a3/a3cd9ffda83b69e005acbd5595e99e2bc4630af5c86065dddd41d69344a3a68a/c3024d8e3813c8c67f7cd28ebeb085116c18f9d5fc6afa0320ebadb384b9642d
    679 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/config
    0 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/gitignore
    29 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/tmp/btime
    0 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/tmp/lock
    8 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/tmp/rwlock
    13 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvc/tmp/rwlock.lock
    8 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/dvcignore
    142 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/errors.log
    0 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/experiment_info.json
    87 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/flask_app/app.py
    11.3 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/COMMIT_EDITMSG
    8 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/FETCH_HEAD
    116 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/HEAD
    21 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/ORIG_HEAD
    41 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/config
    352 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/description
    73 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/applypatch-msg.sample
    478 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/commit-msg.sample
    896 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/fsmonitor-watchman.sample
    4.62 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/post-update.sample
    189 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-applypatch.sample
    424 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-commit.sample
    1.61 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-merge-commit.sample
    416 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-push.sample
    1.34 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-rebase.sample
    4.78 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/pre-receive.sample
    544 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/prepare-commit-msg.sample
    1.46 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/push-to-checkout.sample
    2.72 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/sendemail-validate.sample
    2.25 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/hooks/update.sample
    3.56 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/index
    3.58 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/info/exclude
    240 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/logs/HEAD
    1.21 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/logs/refs/heads/main
    1.21 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/logs/refs/remotes/origin/HEAD
    204 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/logs/refs/remotes/origin/main
    876 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/01/52f63d3ec75f83fee79cbc96f5559a6f991a50
    134 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/03/068d53f4a55cfc8070f1254763a2f63e233b22
    230 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/06/4485c0e2b0843d2ad28384f28620afb327a041
    2.1 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/0a/acc7226e28c93b0fe7d78c9f400e77df5ff3d4
    456 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/19/8133efdc3a72a9e1a5d827e98e2a876034143b
    2.73 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/1b/b9eee3a0c254060691de9d05e528091fe78bcf
    1.6 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/1d/5efbe3d2a8d204408a0f6a9de8b974a94dd5ac
    9.84 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/1f/c0d1f53322cd1e320d163402df605b0b26bf11
    3.5 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/21/bf5baf01bc5c2299f28e652469957b09496c5d
    966 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/2c/61506f48868a57eeea73d2169048c3b1da39ff
    1.6 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/2e/bedeedaec4a571f16c73842375ca7754476185
    707 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/33/6b0e175c8cc459ef8daec12e6d6ddf96b170d1
    6.06 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/34/506e84cacda8dcbb852ce48b460414a959e341
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  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/38/b6c529e045314855839be257d9bff3eebfc9bd
    1.71 MB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/3a/d658971c5d80d8c068d2f6cd50e959b36b9dba
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  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/3c/3584badcab31ba2074a07aa61ef1803e36cf69
    152 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/40/4dc9a4f0c208b69d110d7dfbe51f77ff504ed7
    159 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/42/c7ffe68db4905f03cab39a168fd501e9d1f29d
    119 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/42/d712aa0c3aa5aa5d669f1d6850ba7bec623439
    538 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/43/f1e4c46a8e0e8fa7c8c62d089b6ed0ec593381
    708 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/44/d43876a7a656b7a45160df9ee305712bba25fd
    36.71 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/45/d83033de25127f9a0d416d47da8418aebb6dae
    438 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/48/3109b87a8ba590f9441725761b562c1f4017fa
    119 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/48/f8d5245259eff7d3899adfb3d81c2e19d62c00
    151 B
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    134 B
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  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/5a/e19a2913a202875bf4747150d6033a34f835f2
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  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/62/ad8e134e22911f8ab9dceec318c6fb38f42526
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  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/73/eb219b269b801b88ee7729c6b4ece564a6cf4a
    117 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/74/d3092cae43257b545d60917b7558cb533743d6
    352 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/7c/c3bbdb22380416d1effa5ab650cb452dfb5148
    1.44 KB
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/7e/394a3bc7499c6b3e10170367a2e182feff9578
    54 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/7f/948e16466e3f4714e7f29b3d7121966feedc34
    156 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/97/7803b8daf8230e7fbe5f6ea052482ecbc686a5
    134 B
  • ~Get Your Files Here !/5 - Building End to End Pipeline using DVC/End-to-end-Youtube-Sentiment/git/objects/98/addcec425dec66dd0c6d2162ca30377553290d
    1.33 KB
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  • ~Get Your Files Here !/Bonus Resources.txt
    70 B
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