アルゴリズム:Algorithms

python

Machine learning with python

A reference book that explains the theory and characteristics of machine learning used in digital transformation and artificial intelligence tasks, and its implementation using python.
python

A Textbook of Algorithms in Python

Python's Programming Basics and Algorithm Implementation Reference Book
python

Speech Recognition Technology

Application of deep learning and other machine learning techniques to speech signal processing for digital transformation and artificial intelligence tasks
アルゴリズム:Algorithms

Reasoning Technology

Overview of inference techniques used in digital transformation (DX), artificial intelligence (AI), machine learning (ML), etc.
Symbolic Logic

Mathematics in Machine Learning

On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
アルゴリズム:Algorithms

Algorithms and Data Structures

The algorithms that form the basis of all computer programming, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
アルゴリズム:Algorithms

Explainable Machine Learning

In the first half of Molnar's paper on Explainable Artificial Intelligence, he outlines that explanations can be intrinsic or post-hoc, and in the latter approach, an algorithm is used to construct an explanation from input-output pairs. A good explanation is one that can be compared with counterexamples.
Symbolic Logic

Conversation and AI (Thinking from the Turing Test)

Considerations for conversation and Turing test as AI for chatbot study
Clojure

Sorting (rearranging) data

As an introduction to data sorting, which is the basis of algorithms for the education of beginners, bubble sort, quick sort, merge sort, selection sort, and heap sort were explained. Sorting in Clojure was explained.
Clojure

Iteration and recursion (C, Java, python, Clojure)

For beginners, I will haggish the iterative operations, which is a typical feature of structured languages in various languages (C, Python, Java, JavaScript, Clojure). I will also introduce recursive programming in Clojure.
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