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1. Introduction
2. Getting Started
2.1 Installation and Configuration
2.2 Data Representation
2.3 Save/Import Project and Models
3. Data Transformation
3.1 Normalizers
3.2 Data Manipulation
3.3 Split
3.4 Variable Selection
4. Analytics
4.1 Regression
4.2 Classification
4.3 Clustering
4.4 Anomaly Detection
4.5 Existing Model Utilization
5. Statistics
5.1 Applicability Domain
5.2 Model Metrics
5.3 Basic Statistics
5.4 Analysis of (Co)Variance
5.5 Curve Fitting
5.6 Probability Distribution Functions
5.7 Random Number Generator
5.8 Association Rules Mining
6. DOE
6.1 Screening
6.2 Factorial
6.3 Response Surface
6.4 Space Filling
6.5 Optimal Designs
6.6 Mixtures
6.7 Robust Parameter
6.8 Post DoE Analysis
7. Plot & Business Intelligence
7.1 Relationship and Trend Charts
7.2 Comparison Charts
7.3 Distribution and Density Charts
7.4 Flow Charts
7.5 Business Intelligence
8. Knowledge Base
8.1 Machine Learning
8.2 Design of Experiments (DOE)
8.3 AutoML
9. Case Studies per Industry
9.1 Pharmaceutical
9.2 Healthcare
9.3 Analytical Chemistry
9.4 Water Treatment
9.5 Food
9.6 Education
9.7 Real Estate
9.8 Banking
9.9 Automotive
9.10 Cybersecurity
9.11 Insurance
9.12 Service
9. Case Studies per Industry
9.5 Food
Food
Design of Experiments
Arsenic extraction in rice samples (
Plackett Burman
)
Isalos workflow
Report
Classification
Fish Market
Isalos workflow
Report
Wine Quality
Isalos workflow
Report
