Aurelien

In an era where technology is evolving at breakneck speed and populist movements are reshaping political landscapes, the regulation of market participants stands at a critical crossroads. The future of antitrust -- once a relatively stable domain of law and policy -- is now caught in a fierce battle between traditional doctrines and emerging approaches that seek to address the new realities of our time.This book delves into this struggle, offering a thought-provoking exploration of how antitrust laws have evolved, how they are being challenged, and what is at stake for the future. Through a unique lens that juxtaposes the legacies of Louis Brandeis, Robert Bork, and Joseph Schumpeter, this book offers an insightful analysis of the forces shaping the future of antitrust. By tracing the historical evolution of antitrust law through economic theory and examining the ongoing debates that define today's regulatory environment, the author provides a comprehensive yet accessible guide to the

建立智慧型系統的概念、工具與技術「這是一本出色的機器學習資源，包含淺顯易懂的解說，以及豐富的實用技巧。」—François CholletKeras作者，《Deep Learning with Python》作者「本書是運用神經網路來解決問題的絕佳入門資源，涵蓋理論及實踐。推薦給想學習實用機器學習技術的人。」—Pete WardenTensorFlow行動主管深度學習在經歷了一系列的突破之後，已經推動了整個機器學習領域的發展。如今，即使是對於這項技術非常陌生的程式設計師，也能夠使用簡單、高效率的工具，寫出能從資料中學習的程式。這本暢銷書使用具體的例子、最少的理論，以及具備生產水準的Python框架(Scikit-Learn、Keras和TensorFlow)來協助你直接瞭解智慧系統的建構概念與工具。在這本第三版中，作者Aurélien Géron將探索一系列的技術，從簡單的線性回歸開始，逐步發展到深度神經網路。本書包含許多範例程式和習題來幫助活用所學，只要具備一些程式設計經驗即可入門。‧使用Scikit-Learn自始至終完成機器學習專案‧探索多種模型，包括支援向量機、決策樹、隨機森林，和集成方法‧運用無監督學習技術，例如降維、聚類法和異常檢測‧深入探討神經網路架構，包括摺積神經網路、遞迴網路、生成對抗網路、自動編碼器、擴散模型、轉換器‧使用TensorFlow和Keras建構和訓練神經網路，以進行計算機視覺、自然語言處理、生成模型和深度強化學習

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficien

The waves that animate the surface of the oceans represent a deposit of renewable energy that for the most part is still unexploited today. This is not for lack of effort, as for more than two hundred

This book provides a comprehensive history of the Australian extreme right as well as an analysis of the pattern this country followed in the creation and shaping of this political group, compared to

With a background in animation for Disney, acclaimed American director Tim Burton has a knack for imaginary worlds and unusual characters. Ferenczi, a cinema critic for French weekly Telerama, provide