SKU/Artículo: AMZ-B0F4M85QDB

Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models

Format:

Paperback

Detalles del producto
Disponibilidad:
En stock
Peso con empaque:
2.81 kg
Devolución:
Condición
Nuevo
Producto de:
Amazon
Viaja desde
USA

Sobre este producto
  • Mastering AI, machine learning, and data science often means piecing together concepts scattered across countless resources, statistics, and visualizations to foundational models and large language models. This book, the result of eight years of effort, brings it all together in one accessible, engaging package. It clarifies artificial intelligence and data science, blending core mathematical principles with a clear, reader-friendly approach. Unlike traditional textbooks that lean heavily on equations and mathematical formalization, the author starts with minimal prerequisites, layering deeper math as the reader progresses. Each concept, algorithm, or model is unpacked through clear, hands-on examples that build the reader's skills step by step. It strikes a balance between theoretical foundations and practical application, serving as both an academic reference and a practical guide.Furthermore, the book uses humor, casual language, and comics to make the challenging concepts and topics relatable and fun. Any resemblance between the jokes and real life is pure coincidence, and no offense is intended.Table of ContentsPart I: Introduction & Preliminary RequirementsChapter 1: Basic ConceptsChapter 2: VisualizationChapter 3: Probability and StatisticsPart II: Unsupervised LearningChapter 4: ClusteringChapter 5: Frequent Itemset, Sequence Mining and Information RetrievalPart III: Data EngineeringChapter 6: Feature EngineeringChapter 7: Dimensionality Reduction and Data DecompositionPart IV: Supervised LearningChapter 8: Regression AnalysisChapter 9: ClassificationPart V: Neural NetworkChapter 10: Neural Networks and Deep LearningChapter 11: Self-Supervised Deep LearningChapter 12: Deep Learning Models and Applications (Text, Vision, and Audio)Part VI: Reinforcement LearningChapter 13: Reinforcement LearningPart VII: Other Algorithms and ConceptsChapter 14: Making Lighter Neural Network and Machine Learning ModelsChapter 15: Graph Mining AlgorithmsChapter 16: Concepts and Challenges of Working with Data
AR$325.268
44% OFF
AR$180.699

IMPORT EASILY

By purchasing this product you can deduct VAT with your RUT number

AR$325.268
44% OFF
AR$180.699

10% OFF con cupon ANIVERSARIO10

Pagá fácil y rápido con Mercado Pago o MODO

Llega en 8 a 12 días hábiles
con envío
Tienes garantía de entrega
Este producto viaja de USA a tus manos en