FreeCourseWeb com Udemy MLOps Real World Machine Learning Projects for Professional

FreeCourseWeb com Udemy MLOps Real World Machine Learning Projects for Professional

Name	[ FreeCourseWeb.com ] Udemy - MLOps - Real-World Machine Learning Projects for Professional	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.8 GB
Total Files	386
Last Seen	2025-07-23 00:28
Hash	6072421399D4E8DAB286626C63C8099E57B86D03

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 -Project Planning & Introduction.mp4	367.9 MB
/.../2 - Data Management & Preprocessing/
1 -Data Collection.mp4	31.0 MB
2 -1_Preprocessing_&_EDA.ipynb	2.5 MB
2 -Data Preprocessing & EDA.mp4	380.8 MB
/.../3 - Setting up MLFlow Server/
1 -Setup MLFlow Server on AWS.mp4	294.7 MB
/.../MLflow-Basic-Demo-main/
LICENSE	1.1 KB
README.md	1.3 KB
argv_exp.py	0.2 KB
example.py	3.5 KB
gitignore	3.1 KB
requirements.txt	0.0 KB
/.../4 - Building Baseline Model with MLFlow/
1 -2_experiment_1_baseline_model.ipynb	114.1 KB
1 -Building Baseline Model.mp4	178.0 MB
2 -3_experiment_2_bow_tfidf.ipynb	31.2 KB
2 -Improving Baseline Model - BOW, TFIDF.mp4	158.8 MB
3 -4_experiment_3_tfidf_(1,3)_max_features.ipynb	33.8 KB
3 -Improving Baseline Model - Max features.mp4	109.8 MB
4 -5_experiment_4_handling_imbalanced_data.ipynb	37.0 KB
4 -Improving Baseline Model - Handling Imbalanced data.mp4	106.6 MB
5 -6_experiment_5_xgboost_with_hpt.ipynb	49.6 KB
5 -7_experiment_6_lightgbm_detailed_hpt.ipynb	10.2 MB
5 -Improving Baseline Model - Hyperparameter tuning with Multiple Model.mp4	96.8 MB
6 -8_stacking.ipynb	93.6 KB
6 -Improving Baseline Model - Stacking Models.mp4	37.2 MB
/.../5 - Building End to End Pipeline using DVC/
1 -Building ML Pipeline using DVC.mp4	24.1 MB
2 -Data Ingestion Component.mp4	72.9 MB
3 -Data Preprocessing Component.mp4	29.5 MB
4 -Model Building Component.mp4	57.0 MB
5 -Model Evaluation Component with MLFlow.mp4	93.5 MB
6 -Model Register Component with MLFlow.mp4	30.7 MB
/.../End-to-end-Youtube-Sentiment/
Dockerfile	0.1 KB
LICENSE	1.1 KB
README.md	1.9 KB
app.py	11.6 KB
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/.../6 - Implementing Complete Chrome Plugin/
1 -Flask API Implementation.mp4	108.9 MB
2 -Implementation of Chrome Plugin.mp4	133.2 MB
/.../7 - CICD Deployment on AWS/
1 -Adding Docker.mp4	18.4 MB
2 -Deployment on AWS.mp4	331.8 MB
/.../End-to-end-Youtube-Sentiment/
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/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 386