FreeCoursesOnline Me Packt Python Machine Learning Tips Tricks and Techniques FCO

FreeCoursesOnline Me Packt Python Machine Learning Tips Tricks and Techniques FCO

Name	[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	795.2 MB
Total Files	42
Last Seen	2025-05-03 23:30
Hash	D59ED3C39C48169D04A9A9874A49986C44794683

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01 - The Course Overview.mp4	28.3 MB
02 - Using Feature Scaling to Standardize Data.mp4	39.3 MB
03 - Implementing Feature Engineering with Logistic Regression.mp4	12.2 MB
04 - Extracting Data with Feature Selection and Interaction.mp4	23.0 MB
05 - Combining All Together.mp4	13.7 MB
06 - Build Model Based on Real-World Problems.mp4	15.3 MB
07 - Support Vector Machines.mp4	24.4 MB
08 - Implementing kNN on the Data Set.mp4	35.9 MB
09 - Decision Tree as Predictive Model.mp4	28.4 MB
10 - Tricks with Dimensionality Reduction.mp4	21.5 MB
11 - Combining All Together.mp4	22.3 MB
12 - Random Forest for Classification.mp4	25.0 MB
13 - Gradient Boosting Trees and Bayes Optimization.en.ttml	18.3 KB
13 - Gradient Boosting Trees and Bayes Optimization.mp4	35.0 MB
14 - CatBoost to Handle Categorical Data.en.ttml	10.7 KB
14 - CatBoost to Handle Categorical Data.mp4	21.1 MB
15 - Implement Blending.en.ttml	15.3 KB
15 - Implement Blending.mp4	28.7 MB
16 - Implement Stacking.en.ttml	13.9 KB
16 - Implement Stacking.mp4	32.7 MB
17 - Memory-Based Collaborative Filtering.en.ttml	12.6 KB
17 - Memory-Based Collaborative Filtering.mp4	22.4 MB
18 - Item-to-Item Recommendation with kNN.en.ttml	12.8 KB
18 - Item-to-Item Recommendation with kNN.mp4	22.3 MB
19 - Applying Matrix Factorization on Datasets.en.ttml	15.6 KB
19 - Applying Matrix Factorization on Datasets.mp4	28.8 MB
20 - Wordbatch for Real-World Problem.en.ttml	9.9 KB
20 - Wordbatch for Real-World Problem.mp4	24.4 MB
21 - Validation Dataset Tuning.en.ttml	11.1 KB
21 - Validation Dataset Tuning.mp4	23.2 MB
22 - Regularizing Model to Avoid Overfitting.en.ttml	8.8 KB
22 - Regularizing Model to Avoid Overfitting.mp4	15.3 MB
23 - Adversarial Validation.en.ttml	10.0 KB
23 - Adversarial Validation.mp4	20.9 MB
24 - Perform Metric Selection on Real Data.en.ttml	29.3 KB
24 - Perform Metric Selection on Real Data.mp4	230.9 MB
Total files 42