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01 - Introduction to Machine Learning & Automated Machine Learning (AutoML)
001 Machine Learning Introduction.mp4
126.92 MB
001 Machine Learning Introduction_en.vtt
6.99 KB
002 What is AutoML.mp4
30.85 MB
002 What is AutoML_en.vtt
1.37 KB
003 Key Benefits of AutoML.mp4
53.03 MB
003 Key Benefits of AutoML_en.vtt
2.63 KB
004 How AutoML Works.mp4
76.04 MB
004 How AutoML Works_en.vtt
3.63 KB
02 - Qlik AutoML Introduction & Features
001 Introduction to Qlik AutoML.mp4
29.99 MB
001 Introduction to Qlik AutoML_en.vtt
1.65 KB
002 Features of Qlik AutoML.mp4
75.19 MB
002 Features of Qlik AutoML_en.vtt
3.95 KB
003 Use Cases of Qlik AutoML.mp4
29.01 MB
003 Use Cases of Qlik AutoML_en.vtt
1.81 KB
004 Algorithms used by Qlik AutoML.mp4
35.07 MB
004 Algorithms used by Qlik AutoML_en.vtt
1.63 KB
03 - Important ML Terms to learn
001 F-Score.mp4
41.32 MB
001 F-Score_en.vtt
2.58 KB
002 Permutation Importance.mp4
21.83 MB
002 Permutation Importance_en.vtt
1.37 KB
003 SHAP Importance.mp4
54.46 MB
003 SHAP Importance_en.vtt
3.23 KB
004 Model Fitting.mp4
42.77 MB
004 Model Fitting_en.vtt
2.16 KB
005 Correlation Matrix.mp4
28.90 MB
005 Correlation Matrix_en.vtt
1.52 KB
006 ROC Curve.mp4
38.76 MB
006 ROC Curve_en.vtt
2.14 KB
007 Confusion Matrix.mp4
44.80 MB
007 Confusion Matrix_en.vtt
2.60 KB
008 Hyper Parameters.mp4
38.39 MB
008 Hyper Parameters_en.vtt
2.33 KB
009 Cross Validation & Automatic Holdout.mp4
44.37 MB
009 Cross Validation & Automatic Holdout_en.vtt
2.39 KB
04 - Qlik AutoML Signup and Setup
001 Sign up for Qlik AutoML Free Trial.mp4
16.32 MB
001 Sign up for Qlik AutoML Free Trial_en.vtt
2.46 KB
002 Starting with Qlik AutoML.mp4
9.40 MB
002 Starting with Qlik AutoML_en.vtt
2.64 KB
05 - First Qlik AutoML Project - Breast Cancer Diagnostic Prediction Analysis
001 Adding Data to Qlik AutoML.mp4
25.66 MB
001 Adding Data to Qlik AutoML_en.vtt
6.42 KB
002 Creating Project & Managing Data Pipeline.mp4
72.01 MB
002 Creating Project & Managing Data Pipeline_en.vtt
14.76 KB
003 Exploring Training Data Model Output.mp4
35.99 MB
003 Exploring Training Data Model Output_en.vtt
7.22 KB
004 Understanding Qlik AutoML Cards in detail.mp4
61.25 MB
004 Understanding Qlik AutoML Cards in detail_en.vtt
11.17 KB
005 Using the Model to generate Predictions on Test Data.mp4
25.90 MB
005 Using the Model to generate Predictions on Test Data_en.vtt
4.89 KB
006 Comparing Predicted Values with Actual Values to check Accuracy.mp4
74.17 MB
006 Comparing Predicted Values with Actual Values to check Accuracy_en.vtt
6.41 KB
007 Using Scenario Editor to perform What If Analysis on Predictions.mp4
34.45 MB
007 Using Scenario Editor to perform What If Analysis on Predictions_en.vtt
7.85 KB
008 Creating Multiple Analysis in Project by Refining Train Data.mp4
35.69 MB
008 Creating Multiple Analysis in Project by Refining Train Data_en.vtt
5.99 KB
009 Automated Prediction download Settings.mp4
25.74 MB
009 Automated Prediction download Settings_en.vtt
5.75 KB
010 Deploying a Project.mp4
9.31 MB
010 Deploying a Project_en.vtt
2.34 KB
011 Collaborate by inviting others.mp4
11.43 MB
011 Collaborate by inviting others_en.vtt
2.22 KB
012 Getting Help throughout the Project.mp4
22.72 MB
012 Getting Help throughout the Project_en.vtt
3.00 KB
06 - 2nd Qlik AutoML Project
001 Stock Value Prediction using Qlik AutoML.mp4
53.12 MB
001 Stock Value Prediction using Qlik AutoML_en.vtt
9.99 KB
07 - 3rd Qlik AutoML Project
001 Customer Churn Prediction.mp4
36.19 MB
001 Customer Churn Prediction_en.vtt
6.92 KB
08 - 4th Qlik AutoML Project
001 Weather Forecast using Qlik AutoML.mp4
22.45 MB
001 Weather Forecast using Qlik AutoML_en.vtt
4.23 KB
09 - 5th Qlik AutoML Project
001 Multiclass Analysis on BBC News Dataset.mp4
35.81 MB
001 Multiclass Analysis on BBC News Dataset_en.vtt
6.79 KB
10 - Next Steps
001 How to Improve Model Score.mp4
61.35 MB
001 How to Improve Model Score_en.vtt
3.64 KB
002 Resources to get Datasets to practice Machine Learning.mp4
40.00 MB
002 Resources to get Datasets to practice Machine Learning_en.vtt
4.39 KB
003 Congratulations on Course Completion.mp4
45.57 MB
003 Congratulations on Course Completion_en.vtt
2.06 KB
Bonus Resources.txt
0.38 KB
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