| machine-learning-using-azureml/07 Regression Analysis/043 [Hands On] - Linear Regression model using OLS.mp4 | 91.03 MB |
| machine-learning-using-azureml/12 Text Analytics and Natural Language Processing/089 [Hands On] - Classify Customer Complaints using Text Analytics.mp4 | 90.99 MB |
| machine-learning-using-azureml/12 Text Analytics and Natural Language Processing/087 Feature Hashing.mp4 | 75.17 MB |
| machine-learning-using-azureml/01 Basics of Machine Learning/004 Why Machine Learning is the Future.mp4 | 68.71 MB |
| machine-learning-using-azureml/10 Feature Selection - Select a subset of Variables or features with highest impact/077 [Hands On] - Fisher Based LDA - Experiment.mp4 | 61.14 MB |
| machine-learning-using-azureml/13 Thank You and Bonus Lecture/090 Way Forward.mp4 | 57 MB |
| machine-learning-using-azureml/12 Text Analytics and Natural Language Processing/085 Text Pre-Processing.mp4 | 54.61 MB |
| machine-learning-using-azureml/04 Classification/023 [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.mp4 | 52.2 MB |
| machine-learning-using-azureml/12 Text Analytics and Natural Language Processing/086 Bag Of Words and N-Gram Models for Text features.mp4 | 49.96 MB |
| machine-learning-using-azureml/10 Feature Selection - Select a subset of Variables or features with highest impact/070 Pearson Correlation Coefficient.mp4 | 47.22 MB |
| machine-learning-using-azureml/12 Text Analytics and Natural Language Processing/084 What is Text Analytics or Natural Language Processing.mp4 | 40.7 MB |
| machine-learning-using-azureml/03 Data Processing/019 [Hands On] - Apply SQL Transformation Clean Missing Data Edit Metadata.mp4 | 38.91 MB |
| machine-learning-using-azureml/11 Recommendation System/082 [Hands On] - Restaurant Recommendation Experiment.mp4 | 36.18 MB |
| machine-learning-using-azureml/03 Data Processing/020 [Hands On] - Sample and Split Data - Partition or Sample Train and Test Data.mp4 | 35.52 MB |
| machine-learning-using-azureml/04 Classification/033 [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.mp4 | 35.09 MB |
| machine-learning-using-azureml/11 Recommendation System/078 What is a Recommendation System.mp4 | 34.96 MB |
| machine-learning-using-azureml/08 Clustering/052 [Hands On] - Cluster Analysis Experiment 1.mp4 | 30.92 MB |
| machine-learning-using-azureml/04 Classification/025 Understanding the Confusion Matrix AUC Accuracy Precision Recall and F1Score.mp4 | 29.41 MB |
| machine-learning-using-azureml/07 Regression Analysis/045 Gradient Descent.mp4 | 27.66 MB |
| machine-learning-using-azureml/03 Data Processing/018 [Hands On] -Data Transform - Add RowsColumns Remove Duplicates Select Columns.mp4 | 26.46 MB |
| machine-learning-using-azureml/04 Classification/031 [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.mp4 | 25.16 MB |
| machine-learning-using-azureml/10 Feature Selection - Select a subset of Variables or features with highest impact/076 Fisher Based LDA - Intuition.mp4 | 24.08 MB |
| machine-learning-using-azureml/08 Clustering/051 What is Cluster Analysis.mp4 | 22.38 MB |
| machine-learning-using-azureml/03 Data Processing/016 [Hands On] - Data Input-Output - Convert and Unpack.mp4 | 22.08 MB |
| machine-learning-using-azureml/05 Hyperparameter Tuning/037 [Hands On] - Tune Hyperparameter for Best Parameter Selection.mp4 | 21.92 MB |
| machine-learning-using-azureml/04 Classification/027 [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.mp4 | 19.66 MB |
| machine-learning-using-azureml/04 Classification/024 Logistic Regression - Understand Parameters and Their Impact.mp4 | 19.54 MB |
| machine-learning-using-azureml/01 Basics of Machine Learning/008 Types of Machine Learning Models - Classification Regression Clustering etc.mp4 | 19.04 MB |
| machine-learning-using-azureml/03 Data Processing/015 [Hands On] - Data Input-Output - Upload Data.mp4 | 18.57 MB |
| machine-learning-using-azureml/04 Classification/034 [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.mp4 | 18.57 MB |
| machine-learning-using-azureml/01 Basics of Machine Learning/005 What is Machine Learning.mp4 | 18.49 MB |
| machine-learning-using-azureml/08 Clustering/053 [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.mp4 | 18.36 MB |
| machine-learning-using-azureml/09 Data Processing - Solving Data Processing Challenges/058 [Hands On] - Outliers Treatment - Clip Values.mp4 | 17.65 MB |
| machine-learning-using-azureml/11 Recommendation System/083 Understanding the Matchbox Recommendation Results.mp4 | 17.44 MB |
| machine-learning-using-azureml/07 Regression Analysis/050 [Hands On] - Decision Tree - Experiment Boosted Decision Tree.mp4 | 17.28 MB |
| machine-learning-using-azureml/06 Deploy Webservice/040 [Hands On] - Use the Web Service - Example of Excel.mp4 | 16.58 MB |
| machine-learning-using-azureml/09 Data Processing - Solving Data Processing Challenges/060 [Hands On] - Clean Missing Data with MICE.mp4 | 15.91 MB |
| machine-learning-using-azureml/09 Data Processing - Solving Data Processing Challenges/062 [Hands On] - SMOTE.mp4 | 15.54 MB |
| machine-learning-using-azureml/09 Data Processing - Solving Data Processing Challenges/068 [Hands On] - Join Data - Experiment.mp4 | 15.11 MB |
| machine-learning-using-azureml/11 Recommendation System/079 Data Preparation using Recommender Split.mp4 | 14.92 MB |
| machine-learning-using-azureml/04 Classification/035 SVM - What is Support Vector Machine.mp4 | 14.9 MB |
| machine-learning-using-azureml/11 Recommendation System/080 What is Matchbox Recommender and Train Matchbox Recommender.mp4 | 14.55 MB |
| machine-learning-using-azureml/04 Classification/028 Decision Tree - What is Decision Tree.mp4 | 14.33 MB |
| machine-learning-using-azureml/09 Data Processing - Solving Data Processing Challenges/061 SMOTE - Create New Synthetic Observations.mp4 | 14.21 MB |
| machine-learning-using-azureml/07 Regression Analysis/041 What is Linear Regression.mp4 | 14.03 MB |
| machine-learning-using-azureml/04 Classification/036 [Hands On] - SVM - Adult Census Income Prediction.mp4 | 13.83 MB |
| machine-learning-using-azureml/04 Classification/026 Logistic Regression - Model Selection and Impact Analysis.mp4 | 13.77 MB |
| machine-learning-using-azureml/01 Basics of Machine Learning/006 Understanding various aspects of data - Type Variables Category.mp4 | 13.61 MB |
| machine-learning-using-azureml/01 Basics of Machine Learning/007 Common Machine Learning Terms - Probability Mean Mode Median Range.mp4 | 13.3 MB |
| machine-learning-using-azureml/02 Getting Started with Azure ML/013 Azure ML Experiment Workflow.mp4 | 13.22 MB |