…用这 6 本书自学机器学习和人工智能基础 书单：- Ian Hacking 的《概率与归纳逻辑导论》（Introduction to Probability and Inductive Logic）- John Kruschke 的《做贝叶斯数据分析》（Doing Bayesian Data Analysis）- Gareth Williams 的《线性代数及其应用》（Linear Algebra with Applications, Alternate Edition）- Matthew Scarpino 的《OpenCL 实战》（OpenCL in Action）- Michael Nielsen 的《神经网络与深度学习》（Neural Networks and Deep Learning）- Goodfellow、Bengio 和 Courville 合著的《深度学习》（Deep Learning）
…Teach Yourself Foundations of ML and AI with these 6 Books Books: - Ian Hacking - Introduction to probability and Inductive Logic - John Kruschke - Doing Bayesian Data Analysis - Gareth Williams - Linear Algebra with Applications, Alternate Edition - Matthew Scarpino - OpenCL in Action - Michael Nielsen - Neural Networks and Deep Learning - Goodfellow, Bengio, and Courville - Deep Learning
Gareth Williams Linear Algebra with Applications (6th edition). 2nd hands were very cheap on amazon, some people got one for 90c, I paid 5$ for mine. 5 Very well spent dollars. http://www.amazon.com/Linear-Algebra-Applications-Gareth-Wil...
说到亚马逊，有人曾建议我买 Gareth Williams 的《线性代数及其应用》（eBay 上只要 5 块钱），它是一本很棒的应用入门书，不纠结宏大概念，更侧重具体机制，它让我一下子豁然开朗，因为枯燥教科书里那些射态（morphisms）定义简直让我撞上虚拟的……
talking about amazon, someone suggested me to get gareth williams linear algebra with applications (5 bucks on ebay) it's a good applied primer, not big on concepts, more about the mechanics, and it unlocked a lot of things in my head because dry textbook morphisms definitions sent me against imaginary…
Yes. His books Calculus, Volume 1, One-variable calculus, with an introduction to linear algebra, Calculus, Volume 2, Multi-variable calculus and linear algebra with applications to differential equations and probability, Damn good books.
…these feelings to my classmates and was met with disgust: "We are pure mathematicians. We do not concern ourselves with applications!" Lucky for me, their disgust led them to discard several wonderful "Linear Algebra With Applications" books to the "free book pile", which I made excellent use of and greatly enjoyed. That being said, in most of these books the "applications" are confined to a bonus section at the end of each chapter,…
我挺感兴趣的，就去搜了一下：A First Course in Probability: http://www.amazon.com/First-Course-Probability-9th/dp/032179... Linear Algebra with Applications: http://www.amazon.com/Linear-Algebra-Applications-Otto-Brets... 注意 Bretscher 那本书的评价惨不忍睹，但我没法评判这些差评到底公不公正。
I was interested so I looked them up: A First Course in Probability: http://www.amazon.com/First-Course-Probability-9th/dp/032179... Linear Algebra with Applications: http://www.amazon.com/Linear-Algebra-Applications-Otto-Brets... Note that the Bretscher book has really terrible reviews, but I can't evaluate if the reviews are correct or not.
…用这 6 本书自学机器学习和人工智能基础 书单：- Ian Hacking 的《概率与归纳逻辑导论》（Introduction to Probability and Inductive Logic）- John Kruschke 的《做贝叶斯数据分析》（Doing Bayesian Data Analysis）- Gareth Williams 的《线性代数及其应用》（Linear Algebra with Applications, Alternate Edition）- Matthew Scarpino 的《OpenCL 实战》（OpenCL in Action）- Michael Nielsen 的《神经网络与深度学习》（Neural Networks and Deep Learning）- Goodfellow、Bengio 和 Courville 合著的《深度学习》（Deep Learning）
…Teach Yourself Foundations of ML and AI with these 6 Books Books: - Ian Hacking - Introduction to probability and Inductive Logic - John Kruschke - Doing Bayesian Data Analysis - Gareth Williams - Linear Algebra with Applications, Alternate Edition - Matthew Scarpino - OpenCL in Action - Michael Nielsen - Neural Networks and Deep Learning - Goodfellow, Bengio, and Courville - Deep Learning
Gareth Williams 的《线性代数及其应用》（第 6 版）。亚马逊上的二手书超便宜，有人 90 美分就拿下了，我花了 5 美元。这 5 块钱花得太值了。http://www.amazon.com/Linear-Algebra-Applications-Gareth-Wil...
Gareth Williams Linear Algebra with Applications (6th edition). 2nd hands were very cheap on amazon, some people got one for 90c, I paid 5$ for mine. 5 Very well spent dollars. http://www.amazon.com/Linear-Algebra-Applications-Gareth-Wil...
说到亚马逊，有人曾建议我买 Gareth Williams 的《线性代数及其应用》（eBay 上只要 5 块钱），它是一本很棒的应用入门书，不纠结宏大概念，更侧重具体机制，它让我一下子豁然开朗，因为枯燥教科书里那些射态（morphisms）定义简直让我撞上虚拟的……
talking about amazon, someone suggested me to get gareth williams linear algebra with applications (5 bucks on ebay) it's a good applied primer, not big on concepts, more about the mechanics, and it unlocked a lot of things in my head because dry textbook morphisms definitions sent me against imaginary…
没错。他的书《微积分》卷一（单变量微积分与线性代数导论），《微积分》卷二（多变量微积分和线性代数及其在微分方程与概率中的应用），写得真他妈好。
Yes. His books Calculus, Volume 1, One-variable calculus, with an introduction to linear algebra, Calculus, Volume 2, Multi-variable calculus and linear algebra with applications to differential equations and probability, Damn good books.
…向同学们表达了这些感受，结果换来的是鄙视：“我们可是纯数学家，才不关心应用呢！”不过对我来说挺幸运的，他们的鄙视让他们把好几本极棒的《线性代数及其应用》随手扔到了“免费赠书堆”里，我可捡了大便宜，看得津津有味。话虽如此，这些书里的大多数“应用”其实也就局限在每章末尾的附赠章节……
…these feelings to my classmates and was met with disgust: "We are pure mathematicians. We do not concern ourselves with applications!" Lucky for me, their disgust led them to discard several wonderful "Linear Algebra With Applications" books to the "free book pile", which I made excellent use of and greatly enjoyed. That being said, in most of these books the "applications" are confined to a bonus section at the end of each chapter,…
我挺感兴趣的，就去搜了一下：A First Course in Probability: http://www.amazon.com/First-Course-Probability-9th/dp/032179... Linear Algebra with Applications: http://www.amazon.com/Linear-Algebra-Applications-Otto-Brets... 注意 Bretscher 那本书的评价惨不忍睹，但我没法评判这些差评到底公不公正。
I was interested so I looked them up: A First Course in Probability: http://www.amazon.com/First-Course-Probability-9th/dp/032179... Linear Algebra with Applications: http://www.amazon.com/Linear-Algebra-Applications-Otto-Brets... Note that the Bretscher book has really terrible reviews, but I can't evaluate if the reviews are correct or not.