…you from reading books about topics peripheral to computer science, say to keep up with the general vibes: - https://www.amazon.com/Probabilistic-Machine-Learning-Introd... - https://www.amazon.com/Deep-Learning-Foundations-Christopher... - https://www.amazon.com/Joy-Abstraction-Exploration-Category-... I find that all of these contribute significantly to my growth as an engineer.
……推荐读一下，以确保你在机器学习和数学方面的基础扎实：- Christopher Bishop 的 Pattern Recognition and Machine Learning - Peter Deisenroth 的 Mathematics for Machine Learning - Courville、Bengio 和 Goodfellow 的《Deep Learning》。这三本都有某种形式的合法在线版本。不过我不能说我有找机器学习相关工作的经验。
…recommend going over to make sure your foundation in ML and mathematics are solid are -Pattern recognition and machine learning by Christopher Bishop -Mathematics for Machine Learning by Peter Deisenroth -Deep Learning by Courville, Bengio and Goodfellow All three are legally available online in some form. I can't say I have any experience in finding a job related to ML though.
……内化系统每个部分如何组合在一起，以及为什么有效——而不仅仅是怎样有效。这里有一些我觉得有用的资源，项目 readme 里还有一些额外资源的链接：- Deep Learning Foundations and concepts：Christopher Bishop 的书。主要涵盖理论和统计机器学习。- Natural Language Processing with Transformers：Lewis Tunstall、Leandro von Werra 和 Thomas Wolf 的书……
…internalize how each part of the system fits together, and why it works - not just how. Here’s some resources I found helpful, I also have some links to additional resources in the project readme: - Deep Learning Foundations and concepts: Book by Christopher Bishop. Mainly covers theory and statistical ML. - Natural Language Processing with Transformers: Book by Lewis Tunstall, Leandro von Werra, and Thomas Wolf…
Here it is on Amazon: https://www.amazon.com/Deep-Learning-Foundations-Christopher... Now that Amazon has competition they are not offering even $1 of discount. In the old days you'd get at least $20 off list price.
……你读一些计算机科学周边主题的书，比如为了跟上整体氛围：- https://www.amazon.com/Probabilistic-Machine-Learning-Introd... - https://www.amazon.com/Deep-Learning-Foundations-Christopher... - https://www.amazon.com/Joy-Abstraction-Exploration-Category-... 我发现这些书都对我作为工程师的成长贡献很大。
…you from reading books about topics peripheral to computer science, say to keep up with the general vibes: - https://www.amazon.com/Probabilistic-Machine-Learning-Introd... - https://www.amazon.com/Deep-Learning-Foundations-Christopher... - https://www.amazon.com/Joy-Abstraction-Exploration-Category-... I find that all of these contribute significantly to my growth as an engineer.
……推荐读一下，以确保你在机器学习和数学方面的基础扎实：- Christopher Bishop 的 Pattern Recognition and Machine Learning - Peter Deisenroth 的 Mathematics for Machine Learning - Courville、Bengio 和 Goodfellow 的《Deep Learning》。这三本都有某种形式的合法在线版本。不过我不能说我有找机器学习相关工作的经验。
…recommend going over to make sure your foundation in ML and mathematics are solid are -Pattern recognition and machine learning by Christopher Bishop -Mathematics for Machine Learning by Peter Deisenroth -Deep Learning by Courville, Bengio and Goodfellow All three are legally available online in some form. I can't say I have any experience in finding a job related to ML though.
……内化系统每个部分如何组合在一起，以及为什么有效——而不仅仅是怎样有效。这里有一些我觉得有用的资源，项目 readme 里还有一些额外资源的链接：- Deep Learning Foundations and concepts：Christopher Bishop 的书。主要涵盖理论和统计机器学习。- Natural Language Processing with Transformers：Lewis Tunstall、Leandro von Werra 和 Thomas Wolf 的书……
…internalize how each part of the system fits together, and why it works - not just how. Here’s some resources I found helpful, I also have some links to additional resources in the project readme: - Deep Learning Foundations and concepts: Book by Christopher Bishop. Mainly covers theory and statistical ML. - Natural Language Processing with Transformers: Book by Lewis Tunstall, Leandro von Werra, and Thomas Wolf…
这是亚马逊上的链接：https://www.amazon.com/Deep-Learning-Foundations-Christopher... 现在亚马逊有了竞争，他们连 1 美元的折扣都不给了。以前你至少能比标价便宜 20 美元。
Here it is on Amazon: https://www.amazon.com/Deep-Learning-Foundations-Christopher... Now that Amazon has competition they are not offering even $1 of discount. In the old days you'd get at least $20 off list price.