The StatQuest Illustrated Guide To Machine Learning

Machine Learning is awesome and powerful, but it can also appear incredibly complicated. That’s where The StatQuest Illustrated Guide to Machine Learning comes in. This book takes the machine learning algorithms, no matter how complicated, and breaks them down into small, bite-sized pieces that are easy to understand. Each concept is clearly illustrated to provide you, the reader, with an intuition about how the methods work that goes beyond the equations alone. The StatQuest Illustrated Guide does not dumb down the concepts. Instead, it builds you up so that you are smarter and have a deeper understanding of Machine Learning.

The StatQuest Illustrated Guide to Machine Learning starts with the basics, showing you what machine learning is and what are its goals, and builds on those, one picture at a time, until you have mastered the concepts behind self driving cars and facial recognition.

機器學習是令人驚嘆且強大的技術，但它也可能看起來非常複雜。這就是《The StatQuest Illustrated Guide to Machine Learning》的用意所在。這本書將機器學習算法，無論多麼複雜，都拆解成易於理解的小塊。每個概念都清晰地以插圖呈現，讓讀者對方法的運作方式有直覺理解，超越方程式本身。《The StatQuest Illustrated Guide》並不簡化概念，而是逐步建立你的知識，讓你更聰明且對機器學習有更深入的理解。

《The StatQuest Illustrated Guide to Machine Learning》從基礎開始，向你展示機器學習是什麼，以及它的目標是什麼，並逐步建立在這些基礎上，一張圖片接一張圖片，直到你掌握了自駕車和人臉識別背後的概念。

Josh Starmer is the person behind the popular YouTube channel, “StatQuest with Josh Starmer.” Since 2016, Josh has used an innovative and unique visual style to clearly explain Statistics, Data Science and Machine Learning concepts and algorithms to curious people all over the world. Rather than dumb down the material, Josh brings people up with simple examples worked through, step-by-step, using pictures to make sure every main idea is easy to understand and remember. By breaking down even the most complicated algorithms into bite sized pieces, StatQuest has helped people, all over the world, win data science competitions, pass exams, graduate from school, and get jobs and promotions. Josh is called the “Patron Saint of Silicon Valley” because people binge watch StatQuest videos before job interviews, the “Bill Nye of Statistics” by making the topic fun and exciting and the “Bob Ross of Data” by cutting through the hype and helping people relax with silly songs.

Josh Starmer是知名YouTube頻道「StatQuest with Josh Starmer」的創作者。自2016年以來，Josh以創新獨特的視覺風格，清晰解釋統計學、資料科學和機器學習的概念和演算法，吸引了世界各地的好奇者。他不是簡化材料，而是通過簡單的實例逐步解釋，並使用圖片確保每個主要觀點易於理解和記憶。通過將最複雜的演算法分解成易於理解的小塊，StatQuest幫助了世界各地的人們在數據科學競賽中取得勝利，通過考試，畢業，並獲得工作和晉升。Josh被稱為「矽谷的守護聖人」，因為人們在求職面試前會一口氣看完StatQuest的影片；他被稱為「統計學的比爾奈」，因為他讓這個主題變得有趣和令人興奮；他被稱為「數據的鮑勃羅斯」，因為他幫助人們消除炒作，放鬆心情，並唱出愚蠢的歌曲。