Protected: Introduction to Geospatial Information Using QGIS
Overview of QGIS, an open source for processing and displaying map spatial information used in digital transformation and artificial intelligence tasks
Protected: KFAS and fileds in R implementation
Practice of statistical modeling such as Bayesian estimation and spline completion in R, KFAS, fields
Protected: Applying Deep Learning to Speech Recognition
Overview of neural network applications (TDNN, RNN, CNN) and deep learning applications (LSTM, CTC) for speech recognition technology used in digital transformation and artificial intelligence tasks
Concrete and Abstract – natural language sematics and explain
Concrete and abstract to consider the meaning of natural language and explainable machine learning that can be used for digital transformation and artificial intelligence tasks.
Protected: Speaker adaptation and speaker recognition
Speaker adaptation (HMM) to improve recognition accuracy for digital transformation and artificial intelligence tasks, and speaker recognition (maximum likelihood linear regression, MLLR, i-vector) for security and other applications.
Protected: Instance recognition and retrieval (1) Instance retrieval using BoVW
Instance recognition and image retrieval technology based on image recognition technology used in digital transformationand artificial intelligence
Reference books on machine learning in Clojure
An introduction to machine learning books with Clojure used for digital transformation and artificial intelligence tasks
Creating Logic, Part I: Beginning Logic Reading Notes
A textbook of logic for artificial intelligence and basic mathematics (from propositional logic to predicate logic, and then semantics and multi-valued logic, intuitionistic logic)
Protected:
Overview of noise reduction techniques to improve speech recognition for digital transformation and artificial intelligence tasks (additive noise, multiplicative noise and active noise control, parallel model coupling, PMC, factorial HMM)
Sensor Data & IOT Technologies
Overview of sensor information handling, which is a central element of IOT technologies used for digital transformation and artificial intelligence tasks.