[ WebToolTip.com ] Udemy - SAS Certified Professional - AI and Machine Learning Mastery

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/1 - Introduction.mp4

82 MB

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/2 - Course Overview and Certification Path.mp4

102 MB

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/3 - Introduction to SAS Viya and SAS Studio.mp4

158 MB

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/4 - AI and Machine Learning Fundamentals.mp4

88 MB

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/5 - SAS Programming Basics for AI ML.mp4

115 MB

~Get Your Files Here !/1 - Introduction to SAS AI & Machine Learning/6 - Setting Up Your SAS Environment.mp4

126 MB

~Get Your Files Here !/2 - Data Preparation and Exploration/10 - Exploratory Data Analysis with SAS.mp4

115 MB

~Get Your Files Here !/2 - Data Preparation and Exploration/11 - Data Visualization Best Practices.mp4

111 MB

~Get Your Files Here !/2 - Data Preparation and Exploration/7 - Data Import and Export in SAS.mp4

122 MB

~Get Your Files Here !/2 - Data Preparation and Exploration/8 - Data Cleaning and Quality Assessment.mp4

86 MB

~Get Your Files Here !/2 - Data Preparation and Exploration/9 - Feature Engineering Techniques.mp4

139 MB

~Get Your Files Here !/3 - Supervised Machine Learning/12 - Linear and Logistic Regression.mp4

104 MB

~Get Your Files Here !/3 - Supervised Machine Learning/13 - Decision Trees and Random Forests.mp4

137 MB

~Get Your Files Here !/3 - Supervised Machine Learning/14 - Gradient Boosting and XGBoost.mp4

117 MB

~Get Your Files Here !/3 - Supervised Machine Learning/15 - Support Vector Machines.mp4

141 MB

~Get Your Files Here !/3 - Supervised Machine Learning/16 - Model Evaluation and Validation.mp4

123 MB

~Get Your Files Here !/3 - Supervised Machine Learning/17 - Hyperparameter Tuning.mp4

133 MB

~Get Your Files Here !/4 - Unsupervised Machine Learning/18 - K-Means Clustering.mp4

102 MB

~Get Your Files Here !/4 - Unsupervised Machine Learning/19 - Hierarchical Clustering.mp4

121 MB

~Get Your Files Here !/4 - Unsupervised Machine Learning/20 - Principal Component Analysis.mp4

119 MB

~Get Your Files Here !/4 - Unsupervised Machine Learning/21 - Association Rule Mining.mp4

135 MB

~Get Your Files Here !/5 - Deep Learning with SAS/22 - Neural Network Fundamentals.mp4

96 MB

~Get Your Files Here !/5 - Deep Learning with SAS/23 - Building Neural Networks in SAS.mp4

97 MB

~Get Your Files Here !/5 - Deep Learning with SAS/24 - Convolutional Neural Networks.mp4

84 MB

~Get Your Files Here !/5 - Deep Learning with SAS/25 - Recurrent Neural Networks.mp4

127 MB

~Get Your Files Here !/5 - Deep Learning with SAS/26 - Transfer Learning and Pre-trained Models.mp4

85 MB

~Get Your Files Here !/6 - Model Deployment and Monitoring/27 - Deploying Models to Production.mp4

105 MB

~Get Your Files Here !/6 - Model Deployment and Monitoring/28 - Model Performance Monitoring.mp4

134 MB

~Get Your Files Here !/6 - Model Deployment and Monitoring/29 - Model Retraining Strategies.mp4

82 MB

~Get Your Files Here !/7 - Real-World Case Studies/30 - Case Study 1 Customer Churn Prediction for Telecom.mp4

129 MB

~Get Your Files Here !/7 - Real-World Case Studies/31 - Case Study 2 Fraud Detection in Financial Transactions.mp4

148 MB

~Get Your Files Here !/Bonus Resources.txt

70 B