DevCourseWeb com Udemy Master Machine Learning with Practical Case Studies

DevCourseWeb com Udemy Master Machine Learning with Practical Case Studies

Name	[ DevCourseWeb.com ] Udemy - Master Machine Learning with Practical Case Studies	DOWNLOAD Copy Link
Total Size	3.1 GB
Total Files	80
Last Seen	2024-11-18 01:10
Hash	0B718BCF61401937D8C3CC8ED462B89386040C93

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Linear Regression using House Rent Prediction/
1 - 1 - Introduction to Linear Regression.mp4.mp4	61.9 MB
10 - 10 - Tabulate Results.mov.mp4	13.2 MB
2 - 2 - Linear Regression.mov.mp4	28.4 MB
3 - 3 - Import Data.mov.mp4	36.0 MB
4 - 4 -Outlier Function.mov.mp4	24.1 MB
5 - 5 - Visualization.mov.mp4	35.5 MB
6 - 6 - Encode Data.mov.mp4	31.9 MB
7 - 7 - Linear Model.mov.mp4	28.2 MB
8 - 8 - Cross Validation and RMSE.mov.mp4	10.6 MB
9 - 9 - Plot Predictions.mov.mp4	30.3 MB
House_Rent_Dataset.csv.csv	567.0 KB
/.../10 - Naive Bayes using Fraud Classification/
1 - 1 - Introduction.mov.mp4	41.0 MB
2 - 2 - Load Dataset.mov.mp4	31.4 MB
2 - 3 - EDA.mov.mp4	49.4 MB
3 - 4 - Modeling.mov.mp4	28.1 MB
4 - 5 - Results.mov.mp4	6.4 MB
/.../11 - AdaBoost using Housing Price Prediction/
1 - 1 - Load Dataset.mov.mp4	78.3 MB
2 - 2 - EDA.mov.mp4	47.2 MB
3 - 3 - Modeling and Prediction.mov.mp4	80.4 MB
house_pricing_data.csv.csv	2.5 MB
/12 - ARIMA/
1 - 1 - Introduction Part 1.mov.mp4	17.4 MB
2 - 2 - Introduction Part 2.mov.mp4	57.0 MB
3 - 3 - Stationarity Checks.mov.mp4	17.2 MB
4 - 4 - Seasonal Decomposition Part 1.mov.mp4	21.6 MB
5 - 5 - Seasonal Decomposition Part 2.mov.mp4	45.2 MB
6 - 6 - Modeling and Prediction.mov.mp4	43.8 MB
/.../13 - XGB using Stock Dataset/
1 - 1 - Introduction.mov.mp4	48.5 MB
2 - 2 - EDA.mov.mp4	31.2 MB
3 - 3 - Data Preparation.mov.mp4	44.9 MB
4 - 4 - Modeling.mov.mp4	88.8 MB
5 - 5 - Backtesting.mov.mp4	39.9 MB
6 - 6 - Results.mov.mp4	31.2 MB
/.../2 - Multicollinearity using Car Dataset/
1 - 1 - Introduction.mp4.mp4	60.2 MB
2 - 2 - Linear Regression Data.mov.mp4	29.8 MB
3 - 3 - EDA Part 1.mov.mp4	46.2 MB
4 - 4 - EDA Part 2.mov.mp4	53.1 MB
5 - 5 - EDA Part 3.mov.mp4	14.6 MB
6 - 6 - Variance Inflation Factor.mov.mp4	29.6 MB
7 - 7 - Predictions.mov.mp4	82.4 MB
Car_data.csv.csv	225.1 KB
/.../3 - Logistic Regression using Credit Card Fraud Classification/
1 - 1 - Introduction.mov.mp4	132.8 MB
2 - 2 - Logistic Regression.mp4.mp4	43.2 MB
3 - 3 - EDA Part 1.mov.mp4	37.5 MB
3 - 4 - EDA Part 2.mov.mp4	34.8 MB
4 - 5 - Data Scaling Part 1.mov.mp4	17.1 MB
5 - 6 - Data Scaling Part 2.mov.mp4	48.0 MB
6 - 7 - Outlier Visualization.mov.mp4	135.5 MB
7 - 8 - Predictions.mov.mp4	44.5 MB
8 - 9 - Finding Best Parameters.mov.mp4	35.1 MB
/.../4 - SVC using Bank Customer Retirement Classification/
1 - 1 - SVC.mov.mp4	46.6 MB
Bank_Customer_retirement.csv.csv	15.3 KB
/.../5 - Regularization using Sales Price Dataset/
1 - 1 - Regularization Part 1.mov.mp4	93.9 MB
2 - 2 - Regularization Part 2.mov.mp4	70.7 MB
test.csv.csv	451.4 KB
train.csv.csv	460.7 KB
/6 - Decision Tree/
1 - 1 - EDA.mov.mp4	66.9 MB
2 - 2 - Model Predictions.mov.mp4	102.1 MB
/.../7 - Random Forest using Housing Price Dataset/
1 - 1 - Introduction to Random Forest.mp4.mp4	112.0 MB
10 - 10 - Comparison.mov.mp4	14.4 MB
2 - 2 - Overview.mov.mp4	12.5 MB
3 - 3 - Import Dataset.mov.mp4	41.5 MB
4 - 4 - Metrics.mov.mp4	9.7 MB
5 - 5 - Working of Random Forest.mov.mp4	26.0 MB
6 - 6 - Linear Regression Modeling.mov.mp4	54.9 MB
7 - 7 - Linear Regression Predictions.mov.mp4	27.3 MB
8 - 8 - Random Forest Modeling.mov.mp4	27.6 MB
9 - 9 - Random Forest Predictions.mov.mp4	20.2 MB
USA_Housing.csv.csv	726.2 KB
/.../8 - PCA using Housing Price Prediction/
1 - 1 - Part 1.mov.mp4	103.4 MB
2 - 2 - Part 2.mov.mp4	89.9 MB
test.csv.csv	451.4 KB
train.csv.csv	460.7 KB
/.../9 - K-Means using Social Media and Customer Segmentation/
1 - 1 - KMeans using Social Media Dataset Part 1.mov.mp4	94.7 MB
2 - 2 - KMeans using Social Media Dataset Part 2.mov.mp4	41.3 MB
3 - 3 - KMeans using Mall Customer Segmentation Part 1.mov.mp4	68.8 MB
4 - 4 - KMeans using Mall Customer Segmentation Part 2.mov.mp4	23.6 MB
Live.csv.csv	567.1 KB
Mall_Customers.csv.csv	4.0 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 80