Category Archives: Publication

Basic Mathematics and Python (Level-2)

“Learn machine learning in Python while understanding the underlying mathematics and algorithms.”　 Scheduled for release at the end of March Chapter 1: Basic Mathematics and Python CodeMatrices/SequencesVectorsCombinatorics and ProbabilityComplex Numbers and Complex EquationsTrigonometric FunctionsExponential and Logarithmic FunctionsEquations and CurvesLimitsDifferential CalculusIntegral Calculus Chapter 2: Linear AlgebraAlgorithm 1Algorithm 2Algorithm 3　・・・ Chapter 3: Machine Learning・・・・

Basic Mathmatics and Python (Level-1)　

Learn math and programming simultaneously from scratch! Level – 1 : Preparation Stage for AI Beginners. AI systems, physics, and more. – all foundations begin here. “Effectively enhance your learning through practical exercises using Google Colaboratory notebooks that are integrated with the book.” CHAPTER 1. Python Basics1.1 What is Python?1.2 Variables1.2.1 Data Type1.2.3 Data Type Conversion1.2.4 Embedding data… Read More »