Machine learning with sparsity
Sparse model machine learning for data compression and feature extraction
Protected: Explainable Machine Learning (8) Model-independent interpretation (ICE plot)
On ICE plot, one of the posterior interpretation models that can be explained and used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML).
Protected: Explainable Machine Learning (7) Model Independent Interpretation (PDP)
PDPs, one of the posterior interpretation models that can be used to explain digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
Protected: Analysis of Time Series Data (4) ARCH Model and GARCH Model
Basic analysis of time series data used in digital transformation (DX), machine learning (ML), artificial intelligence (AI), and IOT, and ARCH and GARCH models
Protected: Analysis of Time Series Data (3) Analysis of Time Dependent Data and AR Model
Basic analysis of time series data used in digital transformation (DX), machine learning (ML), artificial intelligence (AI), and IOT, AR models, random walks, and white noise
Foundation
Introduction to Isaac Asimov's classic science fiction, Foundation, and its relationship to current artificial intelligence technology.
Heuristics and Frame Problems
Heuristics and artificial intelligence frame problems at the base of human behavior.macro-economics
Protected: Analysis of time series data (2) Basics of statistical analysis
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Apache Streaming technologies
Machine learning and system architecture for data streams (time series data) used for digital transformation (DX), artificial intelligence (AI), machine learning (ML), and cross-fusion use of IOT, and Apache streaming technology.
Stream Reasoning Architecture (Overview)
Machine learning and system architecture for data streams (time series data) used for digital transformation (DX), artificial intelligence (AI), machine learning (ML), and cross-fusion use of IOT, Stream Resoning system, and ontology