Books
Have you ever wanted to start a business in China? The book is an ideas library with detailed execution plans to help non-Chinese entrepreneurs start a business in China, within fields of coding, AI and Machine Learning, IoT, Internet, Consumer Products and Services, Investment, Fintech, Data Analytics, B2B and MarTech.
- Inferência em Ciências e Aprendizagem de MáquinaFilosofia e aplicações com estatística e probabilidade.Felipe Coelho Argolo
Um texto introdutório à ciência de dados escrito em língua portuguesa.Usa uma base filosófica para alinhar abstrações matemáticas e aplicações com software. Aborda temas elementares e avançados.R, STAN, testes estatísticos, análise multivariada, inferência bayesiana, redes neurais e deep learning. Teorema do Lim. Central, MCMC, Gradient Descent
- Core ML Survival GuideMore than you ever wanted to know about mlmodel files and the Core ML and Vision APIsMatthijs Hollemans
Core ML is pretty easy to use — except when it doesn’t do what you want. The Core ML Survival Guide is packed with tips and tricks for solving the most common Core ML problems. Updated for iOS 14 and macOS 11.
- Data Speaks - Data Stories that MatterRichard Benjamins
See how data can help improve your business and the society at large. Understand the basics of Artificial Intelligence
Hello! Welcome to this guide to machine learning pipeline. If you want to get up-to-speed with some of the most data modeling techniques and gain experience using them to solve challenging problems, this is a good book for you!
Data Science is a growing field. Want to learn the popular java programming language and Stanford NLP to do text mining and Natural Language Processing, this is the book to grab.
- Hypothesis-Based Collaborative FilteringRetrieving Like-Minded Individuals Based on the Comparison of Hypothesized PreferencesAmancio Bouza
In this dissertation, we present hypothesis-based collaborative filtering (HCF) to expose individuals to products which best fits their preferences. HCF retrieves like-minded individuals based on the similarity of their hypothesized preferences by means of machine learning algorithms hypothesizing individuals’ preferences.
- A Mathematical Theory of the UnknownJourney Beyond the Frontiers of Human UnderstandingR. A. García Leiva
In this thought-provoking exploration of the limits of science, A Mathematical Theory of the Unknown takes you on a journey beyond the frontiers of human understanding. Drawing on the principles of computability, complexity, and artificial intelligence, this book introduces a new mathematical framework for measuring ignorance, guiding discovery, and redefining what it means to achieve perfect knowledge.
An introduction to Common Lisp and many useful example programs. Use LLMs, as well as classic symbolic AI techniques.
