UD439 | 09A129501633CB7CBBF51B48B54309B6306F207C

UD439

Name	UD439	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.4 GB
Total Files	82
Hash	09A129501633CB7CBBF51B48B54309B6306F207C

/01 Introduction/
001 Welcome to the course.mp4	38.5 MB
002 BONUS Learning Paths.html	2.3 KB
003 Where to get the materials.html	1.0 KB
/02 Breast Cancer Classification/
004 Introduction.mp4	15.7 MB
005 Business Challenge.mp4	63.9 MB
006 Updates on Udemy Reviews.mp4	21.4 MB
007 Challenge in Machine Learning Vocabulary.mp4	82.9 MB
008 Data Visualisation.mp4	147.3 MB
009 Model Training.mp4	74.4 MB
010 Model Evaluation.mp4	95.8 MB
011 Improving the Model.mp4	199.0 MB
012 Conclusion.mp4	25.2 MB
/03 Fashion Class Classification/
013 Business Challenge.mp4	96.7 MB
014 Challenge in Machine Learning Vocabulary.mp4	72.6 MB
015 Data Visualisation.mp4	136.4 MB
016 Model Training Part I.mp4	108.8 MB
017 Model Training Part II.mp4	82.1 MB
018 Model Training Part III.mp4	132.1 MB
019 Model Training Part IV.mp4	134.4 MB
020 Model Evaluation.mp4	77.2 MB
021 Improving the Model.mp4	33.2 MB
022 Conclusion.mp4	57.9 MB
/04 Directing Customers to Subscription Through App Behavior Analysis/
023 Fintech Case Studies Introduction.mp4	15.3 MB
024 Introduction.mp4	19.2 MB
025 Data.mp4	56.2 MB
026 Features Histograms.mp4	63.8 MB
027 Correlation Plot.mp4	23.1 MB
028 Correlation Matrix.mp4	33.8 MB
029 Feature Engineering - Response.mp4	57.5 MB
030 Feature Engineering - Screens.mp4	74.5 MB
031 Data Pre-Processing.mp4	63.6 MB
032 Model Building.mp4	75.8 MB
033 Model Conclusion.mp4	31.4 MB
034 Final Remarks.mp4	20.0 MB
/05 Minimizing Churn Rate Through Analysis of Financial Habits/
035 Introduction.mp4	20.5 MB
036 Data.mp4	81.2 MB
037 Data Cleaning.mp4	34.1 MB
038 Features Histograms.mp4	52.7 MB
039 Pie Chart Distributions.mp4	74.0 MB
040 Correlation Plot.mp4	51.1 MB
041 Correlation Matrix.mp4	58.8 MB
042 One-Hot Encoding.mp4	45.0 MB
043 Feature Scaling Balancing.mp4	83.6 MB
044 Model Building.mp4	53.7 MB
045 K-Fold Cross Validation.mp4	33.2 MB
046 Feature Selection.mp4	67.4 MB
047 Model Conclusion.mp4	40.3 MB
048 Final Remarks.mp4	25.5 MB
/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/
049 Introduction.mp4	78.8 MB
050 Data.mp4	106.9 MB
051 Data Housekeeping.mp4	46.2 MB
052 Histograms.mp4	53.3 MB
053 Correlation Plot.mp4	25.4 MB
054 Correlation Matrix.mp4	35.0 MB
055 Feature Engineering.mp4	24.6 MB
056 Data Preprocessing.mp4	63.1 MB
057 Model Building Part 1.mp4	61.6 MB
058 Model Building Part 2.mp4	98.0 MB
059 Grid Search Part 1.mp4	78.0 MB
060 Grid Search Part 2.mp4	102.8 MB
061 Model Conclusion.mp4	19.2 MB
062 Final Remarks.mp4	32.0 MB
/07 Credit Card Fraud Detection/
063 Case Study.mp4	31.5 MB
064 Machine Learning Vocabulary.mp4	24.1 MB
065 Set Up.mp4	25.1 MB
066 Data Visualization.mp4	21.4 MB
067 Data Preprocessing.mp4	40.9 MB
068 Deep Learning Part 1.mp4	24.3 MB
069 Deep Learning Part 2.mp4	50.5 MB
070 Splitting the Data.mp4	40.1 MB
071 Training.mp4	22.2 MB
072 Metrics.mp4	15.8 MB
073 Confusion Matrix.mp4	42.0 MB
074 Machine Learning Classifiers.mp4	35.8 MB
075 Random Forest.mp4	32.5 MB
076 Decision Trees.mp4	19.7 MB
077 Sampling.mp4	8.1 MB
078 Undersampling.mp4	38.7 MB
079 Smote.mp4	37.4 MB
080 Final remarks.mp4	20.0 MB
081 THANK YOU bonus video.mp4	54.9 MB
/08 Bonus Lectures/
082 YOUR SPECIAL BONUS.html	2.0 KB
Total files 82