Scott Young在live分享都是他博客和书中的观点概括,惊喜虽不多但实实在在。
一.anki是分布方式练习的方式之一。
二.创造深刻理解,主推费曼技巧。
这个跟自我解释和自我审问类似,科学杂志有论文认为是中等的学习效果。记得高效率学习的书认为初步理解后的拓展最重要,其中以类比为王中王。
这个深刻理解值得大书特书,可惜Scott Young讲座展开不多。
核心是围绕元认知展开,实践革命性学习方法构筑主义,即聚焦于用你的大脑中已有的长期记忆的知识去与新知识联系!
三.高强度训练。一与三的测试练习与分布式练习,科学杂志有论文认为是效率最高的二种学习方法。
四.习惯养成。30天计划,一次一个技巧反复练习。
五.动机。四与五可以认为是事之者不如好之者,好之者不如乐之者!
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現借花献佛给大家分享点个人认为的Scott Young的最精华的干货,就是以下发表他5年前的一篇博客文:
Scott Young的学习王牌--------THE TRICK TO REMEMBER THINGS YEARS AFTER THEY WERE TAUGHT
I’m going to share a method I’ve used to remember ideas clearly, even years after they were taught. This is especially relevant to non-students, where learning can feel especially wasteful if the ideas are quickly forgotten.
But First, The Hard Truth…
Forgetting is like aging, it’s going to happen and there’s no miracle cure to stop it. Unless you actively remind yourself, or practice the skill regularly, knowledge and skills fade. That’s the unfortunate part.
Fortunately, forgetting is also like aging in that some people don’t seem nearly as affected by time.
You will forget. But if you use the right methods, that information will stay with you far longer. Even better, the same methods that help you remember years later, will help you remember better right now, so they’re worth applying even if the exam is right around the corner.
Why You Forget Things
It turns out the seeds of remembering or forgetting are laid from the very first time you approach an idea. By using brain scans from fMRI machines, while people are in the process of learning a new fact, scientists can tell, just by using the scan, whether that fact will be recalled correctly later.
This suggests memory has a lot more to do with how you learn, and less about what takes place in the intervening time.
I believe that this effect is even more profound that we realize. Learning the right way, the first time, can mean dramatic differences in how much you can recall, even years later. More, I believe I’ve stumbled upon two of the control levers for this memory power.
The Two Things that Help You Remember
Control Lever One: Mental Compression
The first control lever for memory is simply how much there is to remember. Remembering one fact is much easier than remembering hundreds, especially if you need perfect recall to use an idea properly. This is pretty obvious.
What’s less obvious is that information can have very different levels of compression. Highly compressed ideas package hundreds of little facts together, so they can be easily recalled.
You may be familiar with the concept of compression from technology. Without it, movies would take up thousands of gigabytes of data, and streaming video or music would be impossible. Compression takes the complex patterns of bits and bytes and turns them into a format easier for a computer to remember.
Mental compression works similarly, except our brains aren’t digital devices, so we can’t expect the same algorithms to work. Instead, human brains work by connecting ideas, through analogies, pictures and stories.
If you can create a connected representation of a set of ideas, then you only need to recall part of it, in order to retrieve the complete picture.
Control Lever Two: Interestingness
The second control level is interestingness. Your brain was built to store things it feels are important to your success and survival. In protohomonid days, that meant worrying about the lion that might eat you, or the mushroom that might poison you.
Today, the types of facts that matter have changed, but our brains haven’t. Your math class may seem dull, even if it’s important for your success.
To make an idea more interesting, it needs to engage your senses and your emotions. Ideas that make you feel fear, excitement, wonder or disgust are remembered. Abstractions that make you feel bored are forgotten.
Long-time readers will recognize that these two elements, connections and interestingness, are hallmarks of the methods of holistic learning I’ve discussed many times before. The way to remember things years after they’re taught, is to use the same learn-via-connections approach I advocate for exams and classes.
How Do You Actually Learn This Way?
Holistic learning, the idea that you form connections to remember ideas easily, is an intriguing idea to many people, but a difficult one. When they actually get to their studies, they revert back to the repeat-and-memorize strategies they’ve known all their life.
Because this is a bootcamp, I’m not going to let you stop there. In the next section, I’m going to describe an incredibly specific technique you can use on one idea to learn it holistically. Then you’re going to practice it, with pen and paper, on one concept you’ve learned, but would like to remember better.
The 5-Year Old Method
Here’s how it works:
1 Take two pieces of paper, and write your idea at the top. This should be something you’ve learned already, perhaps from a recent class or book.
2 Start by writing a brief explanation of the idea, as if you were teach it to someone else. Those of you unfamiliar with this method, should see my tutorial on the Feynman technique.
3 After your brief introduction, you’re going to rewrite your explanation, as if you were teaching it to a 5-year old. The idea is that you have to simplify, or explain via analogy, all the details of the hard idea.
You won’t always be able to explain an idea to a 5-year old level. But you should be able to eliminate most of the complicated reasoning, and come up with more vivid analogies or stories to help explain it.
I feel this is something best learned by example, so I’ll do a few deliberately shortened examples here (yours may be longer if you’re not editing, don’t worry).
The Fourier Transform
First draft: This is an equation in the time-domain, and breaks it apart into its spectral frequencies.
5-year old draft: Think of each function like a recipe, for making a cookie, for example. The time-domain version is like if we chopped the cookie into tiny slices and asked how much cookie is in each slice. The frequency-domain is like if we instead broke the cookie into the amount of flour, milk and chocolate chips, in the entire cookie. (Kalid Azad deserves credit for this analogy)
DNA Replication
First draft: DNA replication works by separating the two halves of the double helix molecule, and then rebuilding the matching halves. On one side this can be done automatically, but on the other half, it must be done in chunks with starting strips.
5-year old draft: Think of DNA like a zipper. You use the zipper hook to split it apart. Afterwards, you can get a new zipper of the same kind and zip onto it. However, the zipper only zips together in one direction, so you need to create starting connections to zip on one of the sides.
Cournot Model (from Economics)
First draft: Price is determined by supply and demand, with multiple suppliers, they could coordinate to limit quantity and thus increase profits (a cartel). However, this gives each of them an incentive to defect from the cartel, flood the market and gain extra profit. The Cournot quantity is the amount each will output, knowing the others will act the same way to try to maximize profit.
5-year old draft: It’s like a bunch of kids who have balloons. They each want as many balloons as possible, so they try to steal from each other. But when they fight, they end up popping some of the balloons. The best way would be to divide them up evenly. But then if one kid decided to start stealing balloons, he’d have way more by cheating. The Cournot price is when kids steal just a few balloons each, but not so much that too many get popped.
Quick Tips on Using This Method
Sometimes these can be hard to make. With practice you can usually make them in just a couple minutes for ideas you already understand, but in the beginning it can take as much as thirty minutes.
No, you don’t need to use these on every idea you want to learn. Focus on the 10% of ideas that if you understood them really well would have the biggest impact. I’ve taken classes which were all centered around the Fourier transform. There were many different ideas, but understanding that one equation would have made a huge difference. Most classes are like this.
Usually it takes a few attempts. I made up the last analogy on the spot, and my first instinct was to think of a see-saw. But see-saws are always zero-sum, so there’s no benefit to cooperating, which made me want to look for something else.
Finally, the analogy doesn’t need to be perfect, as long as you understand its imperfections. Kalid’s transform-as-recipe analogy is obviously flawed. It omits many of the details that makes the Fourier transform work. But it captures an important intuition about the technique in a way you could never do with raw symbols.
ACTION STEP: Day Two
I got over a thousand responses to yesterday’s assignment, and there’s still more pouring in. But now I’m going to ask you to do something that will take a little more effort and about 20 minutes of your time.
This exercise, if you complete it, is the first step to learning holistically. That’s the philosophy that let me ace exams without studying and finish hard courses in several days. So I don’t believe I’m exaggerating when I say this may be the most important learning technique you ever adopt.
This holds true for non-students as well. Just because you’re not in class doesn’t mean this technique can’t help you learn things better, for your life, work or even your kids.
Here’s the steps:
1。 Get TWO blank pieces of paper. Write the idea you want to remember better at the top of each. It should be something you feel you understand mostly. It could be from a class, book, or even Wikipedia if you can’t think of anything.
2 。 With your first attempt, write a half-page explanation of the idea. If the idea is big, just pick one part. If you’re not sure how to do this, watch this video.
3 。 Now rewrite the same explanation, but come up with an analogy, example, picture, story or anything that would help you explain it to a 5-year old. Try the first analogy you can think of, and don’t be afraid to restart if you find something better, it can take more than one attempt.
This isn’t an easy task, I know that. This style of learning is often hard for people who aren’t used to it, and it can take practice.
But while it isn’t easy, it doesn’t take too much time. Following through with this exercise should take no more than twenty minutes, unless you’re trying to explain too much or trying to be perfect with your simplification.
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(之所以匿名是因为个人英语是个渣,下面谷歌翻译应该有7成准确,希望有大神接力更正错漏翻译,修改完善,利人利己)
Scott Young的学习王牌--------多年以后还记得住
我将分享一个我用来记住想法的方法,甚至在他们被教导后的几年。这与非学生特别相关,如果这些想法很快被遗忘,学习会感到特别浪费。
但首先,硬的真理...
忘记就像衰老,它会发生,没有奇迹治疗来阻止它。除非你主动提醒自己,或定期练习技能,知识和技能褪色。这是不幸的部分。
幸运的是,忘记也像老化,有些人似乎几乎不受时间的影响。
你会忘记。但如果你使用正确的方法,那些信息将留在你的远远更长。更好的是,同样的方法,帮助你记住几年后,将帮助你记得更好的现在,所以他们值得应用,即使考试是在拐角处。
为什么你忘记了东西
原来,记忆或忘记的种子是从第一次接近一个想法时开始的。通过使用来自fMRI机器的大脑扫描,当人们正在学习一个新的事实时,科学家可以通过使用扫描来判断这一事实以后是否会被正确回忆。
这表明记忆与你的学习方式有很多关系,而且在中间时间里发生的事情更少。
我相信这种影响更加深刻,我们意识到。学习正确的方式,第一次,可以意味着你可以回忆多少,甚至多年后的巨大差异。更多,我相信我已经绊倒了两个控制杠杆这个记忆力。
帮助你记住的两件事
控制杠杆一:关键词压缩
记忆的第一个控制杆就是要记住多少。记住一个事实比记住数百个事情容易得多,尤其是如果你需要完美的召回来正确地使用一个想法。这很明显。
不太明显的是,信息可以具有非常不同的压缩级别。高度压缩的想法包括数百个小事实在一起,所以他们可以很容易回忆。
你可能熟悉从技术压缩的概念。没有它,电影将占用数千吉字节的数据,流式视频或音乐是不可能的。压缩采用位和字节的复杂模式,并将其转换为更容易计算机记住的格式。
精神压缩的工作方式类似,除了我们的大脑不是数字设备,所以我们不能指望相同的算法工作。相反,人类的大脑通过连接想法,通过类比,图片和故事工作。
如果你可以创建一组想法的连接表示,那么你只需要回忆它的一部分,以便检索完整的图片。
控制杠杆二:有趣
第二个控制级别是兴趣。你的大脑是建立存储的东西,它觉得对你的成功和生存很重要。在protohomonid天,这意味着担心可能吃你的狮子,或可能毒害你的蘑菇。
今天,重要的事实类型已经改变,但我们的大脑没有改变。你的数学课可能看起来很沉闷,即使它对你的成功很重要。
要使想法更有趣,它需要吸引你的感官和你的情绪。让你感到恐惧,兴奋,奇迹或厌恶的想法会被记住。使你感到无聊的抽象被遗忘。
长期的读者会认识到,这两个元素,连接和兴趣,是我曾经讨论过的整体学习方法的标志。记住事情多年后,他们被教导的方式是使用我提倡的考试和课程相同的学习通过连接的方法。
你如何实际学习这种方式?
整体学习,你形成连接以便轻松记住想法的想法,对许多人来说是一个有趣的想法,但是一个困难的想法。当他们实际上到他们的学习,他们回到他们已经知道他们的生活的重复和记忆战略。
因为这是一个训练营,我不会让你停止那里。在下一节中,我将描述一个令人难以置信的特定技术,您可以使用一个想法从整体来学习。然后你要练习它,用钢笔和纸,在你学到的一个概念,但想要记住更好。
5岁的方法则
以下是它的工作原理:
拿两张纸,写你的想法在顶部。这应该是你已经学到的东西,也许是从最近的类或书。
首先写一个简单的解释的想法,如果你教给别人。那些你不熟悉这种方法的人,应该看到我的教程关于Feynman技术。
在你的简短介绍后,你要重写你的解释,就好像你教给一个5岁小儿。所以这个想法是你必须简化,或通过类比来解释,所有的细节的困难的想法。
你不会总是能够解释一个想法达到5岁的学生可以理解的水平。但你应该能够消除大部分的复杂
推理,并提出更多的生动的类比或故事来帮助解释它。
我觉得这是一个最好的例子,所以我会做一些故意缩短的例子在这里(你的可能会更长,如果你
不编辑,不要担心)。
傅里叶变换
第一稿:这是在时域中的方程,并将其分解成其频谱频率。
5岁的草稿:想象每个功能像一个食谱,例如制作一个cookie。时域版本就像我们一样
将饼干切成小片,并询问每个切片中有多少饼干。频域就好像我们反而打破了
饼干进入面粉,牛奶和巧克力片的量,在整个饼干。 (Kalid Azad值得这个类比的信用)
DNA复制
第一稿:DNA复制通过分离双螺旋分子的两半来进行,然后重建匹配
一半。一方面,这可以自动完成,但在另一方面,它必须以起始条带的块来完成。
5岁的草稿:想象DNA像拉链。您使用拉链钩将其分开。之后,你可以得到一个新的拉链
同样和拉链上。然而,拉链只在一个方向拉链在一起,所以你需要创建起始连接到拉链
在一边。
Cournot模型(来自经济学)
第一稿:价格由供求决定,有多个供应商,他们可以协调限制数量,因此
增加利润(卡特尔)。然而,这给了他们每个人的动机从卡特尔缺席,洪水市场和获得额外
利润。 Cournot数量是每个将输出的金额,知道其他人将以同样的方式尝试最大化利润。
5岁的草稿:就像一群有气球的孩子。他们每个想要尽可能多的气球,所以他们试图偷
彼此。但是当他们打架时,他们最终弹出一些气球。最好的办法是平均分配。但
然后如果一个孩子决定开始窃取气球,他会有更多的作弊。 Cournot价格是孩子们偷了几个
气球,但不是太多,太多的弹出。
使用此方法的快速提示
有时这些可能很难做。与实践,你可以通常让他们在短短几分钟内你的想法
理解,但在开始它可能需要长达三十分钟。
不,你不需要使用这些对你想学习的每个想法。专注于10%的想法,如果你理解他们真的很好
会产生最大的影响。我已经采取了所有以傅立叶变换为中心的类。有很多不同
想法,但是理解一个方程会产生巨大的差异。大多数类都是这样的。
通常需要几次尝试。我在现场做了最后一个比喻,我的第一本能是想到一把跷跷板。但是,
跷跷板总是零和游戏,所以合作没有好处,这使我想寻找别的东西。
最后,类比不需要是完美的,只要你明白它的缺点。 Kalid的变换作为食谱的比喻
显然有缺陷。它省略了使傅里叶变换工作的许多细节。但它捕捉了一个重要的直觉
该技术在某种程度上你永远不能用原始的符号。
操作步骤:第二天
我对昨天的作业有超过一千次的回应,还有更多的涌入。但现在我要请你做
这将需要一些更多的努力和大约20分钟的时间。
这个练习,如果你完成,是整体学习的第一步。这是让我没有考试的哲学
在几天内学习和完成硬课程。所以我不相信我夸张,当我说这可能是最重要的
学习技术。
这也适用于非学生。只是因为你不在课堂上不意味着这种技术不能帮助你学习东西
更好,为你的生活,工作,甚至你的孩子。
以下是步骤:
获得两张空白的纸张。写下你想要记住的想法,在每个的顶部。它应该是你感觉你的东西
主要理解。它可能来自一个类,书,甚至维基百科,如果你不能想到任何东西。
第一次尝试,写一个半页的解释的想法。如果想法很大,只要挑一个部分。如果你不知道如何
为此,请观看此视频。
现在重写同样的解释,但提出一个类比,例子,图片,故事或任何东西,将帮助你解释它
一个5岁。尝试你可以想到的第一个类比,不要害怕重新启动,如果你找到更好的东西,它可以采取更多
比一次尝试。
这不是一个容易的任务,我知道。这种学习风格往往对那些不习惯它的人来说很难,而且它可以采取实践。
但是虽然不容易,它不需要太多的时间。通过这个练习应该不超过二十
分钟,除非你试图解释太多或试图完美与您的简化。 5/5 首页 上一页 3 4 5