…or working through them systematically (which is hard enough), but that is for another blog entry. Post Script - Some book recommendations for beginners. 1. Linear Algebra by Gilbert Strang 2. Calculus by Gilbert Strang 3. Artificial Intelligence A Modern Approach By Russell and Norvig 4. Machine Learning By Tom Mitchell 5. Neural Networks for Pattern Recognition by Chris Bishop 6. Paradigms…
计算机科学是个极其宽泛的领域。也许可以缩小一下范围？1. MIT 的 Introduction to Computational Thinking 很棒。2. Robert Ghrist 在 Coursera 上有最好的单变量微积分课程。3. Gilbert Strang 的线性代数课是最好的。4. 算法课我推荐 Sedgewick 和 Wayne 在 Coursera 上的课。5. 编程语言课，选 WashU 在……上的课
computer science is an extremely broad area. Narrow it down, maybe? 1. Introduction to Computational Thinking at MIT was a great one. 2. Robert Ghrist has the best set of SV Calculus courses on Coursera. 3. Gilbert Strang's LA courses are the best. 4. For Algorithms course, I would recommend Sedgewick and Wayne's course on Coursera. 5. For PL course, go with the WashU course on…
…same you are struggling with the higher level stuff. I cannot recommend Sheldon Axler's Algebra and Trigonmetry highly enough. After much searching I found that and have been through it 3 times. Next Calculus: I recommend Gilbert Strang's text book which will take you through what in uni is called Caculus 3, 1 being intro, 2 being differential and 3 being integral. I in the midst of this book and so can't…
- 线性代数：Gilbert Strang 的视频 + 书 - 微积分与分析基础：Spivak - 群论：Visual Group Theory - 复分析：Visual Complex Analysis - 写证明：《Proofs: A Long Form Textbook》Jay Cummings 著 - 抽象代数：Dummit-Foote……
- Linear Algebra: Gilbert Strang videos + book - Calculus and basics of Analysis: Spivak - Group Theory: Visual Group Theory - Complex Analysis: Visual Complex Analysis - Writing proofs: Proofs: A Long Form Textbook by Jay Cummings - Abstract Algebra: Dummit-Foote…
……我稍微试过那个，但如果你好这口的话……我的个人理念是培养数学直觉。我喜欢应用题。我很喜欢我的高中数学课本：https://www.amazon.ca/Calculus-First-Course-James-Stewart/dp... 顺便说一句，你可以买到这些书的旧版本……基础数学从牛顿以来就没变过 :-p 我也强烈推荐 Gilbert Strang 在 MIT 的线性代数课程。
…a bit at that but if that is your cup of tea .. My personal philosophy is to develop my mathematical intuition. I like applied problems. I really liked my high school math text: https://www.amazon.ca/Calculus-First-Course-James-Stewart/dp... You can get old versions of these btw ... basic math has been the same since Newton :-p I also highly recommend the MIT course of Gilbert Strang on linear algebra.
如果你处于这个阶段，一定要看看著名的 Gilbert Strang 在 MIT OCW 上的《Highlights of Calculus》系列。他在那些视频里真的把内容提炼得很精炼。[1] 1. https://www.youtube.com/playlist?list=PLFW_V3qDH5jRyfpD9uiq6...
If this is where you're at, make sure you check out the famous Gilbert Strang's "Highlights of Calculus" series from MIT's OCW. He really boiled it down in those. [1] 1. https://www.youtube.com/playlist?list=PLFW_V3qDH5jRyfpD9uiq6...
……或者系统地刷完它们（这已经够难了），但那得另写一篇博客。附言——给初学者的一些书单推荐。1. 《Linear Algebra》Gilbert Strang 著 2. 《Calculus》Gilbert Strang 著 3. 《Artificial Intelligence A Modern Approach》Russell 和 Norvig 著 4. 《Machine Learning》Tom Mitchell 著 5. 《Neural Networks for Pattern Recognition》Chris Bishop 著 6. 《Paradigms》……
…or working through them systematically (which is hard enough), but that is for another blog entry. Post Script - Some book recommendations for beginners. 1. Linear Algebra by Gilbert Strang 2. Calculus by Gilbert Strang 3. Artificial Intelligence A Modern Approach By Russell and Norvig 4. Machine Learning By Tom Mitchell 5. Neural Networks for Pattern Recognition by Chris Bishop 6. Paradigms…
计算机科学是个极其宽泛的领域。也许可以缩小一下范围？1. MIT 的 Introduction to Computational Thinking 很棒。2. Robert Ghrist 在 Coursera 上有最好的单变量微积分课程。3. Gilbert Strang 的线性代数课是最好的。4. 算法课我推荐 Sedgewick 和 Wayne 在 Coursera 上的课。5. 编程语言课，选 WashU 在……上的课
computer science is an extremely broad area. Narrow it down, maybe? 1. Introduction to Computational Thinking at MIT was a great one. 2. Robert Ghrist has the best set of SV Calculus courses on Coursera. 3. Gilbert Strang's LA courses are the best. 4. For Algorithms course, I would recommend Sedgewick and Wayne's course on Coursera. 5. For PL course, go with the WashU course on…
……同样，你在更高层次的内容上挣扎。我怎么推荐 Sheldon Axler 的《Algebra and Trigonometry》都不为过。找了很久之后我发现了它，已经过了三遍。接下来是微积分：我推荐 Gilbert Strang 的教材，它会带你学完大学里所谓的微积分 3，1 是入门，2 是微分，3 是积分。我正在读这本书，所以还不能……
…same you are struggling with the higher level stuff. I cannot recommend Sheldon Axler's Algebra and Trigonmetry highly enough. After much searching I found that and have been through it 3 times. Next Calculus: I recommend Gilbert Strang's text book which will take you through what in uni is called Caculus 3, 1 being intro, 2 being differential and 3 being integral. I in the midst of this book and so can't…
- 线性代数：Gilbert Strang 的视频 + 书 - 微积分与分析基础：Spivak - 群论：Visual Group Theory - 复分析：Visual Complex Analysis - 写证明：《Proofs: A Long Form Textbook》Jay Cummings 著 - 抽象代数：Dummit-Foote……
- Linear Algebra: Gilbert Strang videos + book - Calculus and basics of Analysis: Spivak - Group Theory: Visual Group Theory - Complex Analysis: Visual Complex Analysis - Writing proofs: Proofs: A Long Form Textbook by Jay Cummings - Abstract Algebra: Dummit-Foote…
……我稍微试过那个，但如果你好这口的话……我的个人理念是培养数学直觉。我喜欢应用题。我很喜欢我的高中数学课本：https://www.amazon.ca/Calculus-First-Course-James-Stewart/dp... 顺便说一句，你可以买到这些书的旧版本……基础数学从牛顿以来就没变过 :-p 我也强烈推荐 Gilbert Strang 在 MIT 的线性代数课程。
…a bit at that but if that is your cup of tea .. My personal philosophy is to develop my mathematical intuition. I like applied problems. I really liked my high school math text: https://www.amazon.ca/Calculus-First-Course-James-Stewart/dp... You can get old versions of these btw ... basic math has been the same since Newton :-p I also highly recommend the MIT course of Gilbert Strang on linear algebra.
如果你处于这个阶段，一定要看看著名的 Gilbert Strang 在 MIT OCW 上的《Highlights of Calculus》系列。他在那些视频里真的把内容提炼得很精炼。[1] 1. https://www.youtube.com/playlist?list=PLFW_V3qDH5jRyfpD9uiq6...
If this is where you're at, make sure you check out the famous Gilbert Strang's "Highlights of Calculus" series from MIT's OCW. He really boiled it down in those. [1] 1. https://www.youtube.com/playlist?list=PLFW_V3qDH5jRyfpD9uiq6...