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        <title>Lecture Notes math54-f22</title>
        <description></description>
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       <dc:date>2026-04-17T08:36:08+00:00</dc:date>
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        <title>Lecture Notes</title>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:hw2-quiz</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:hw2-quiz&amp;rev=1771684876&amp;do=diff</link>
        <description>quiz-style questions:

	*  Write down a linear transformation that takes $x^2/4+y^2=1$ to the unit circle. Is it unique? (which means: Is there more than one such linear transformation? )
		*  Write down a linear transformation that takes the line $x=y$ to $x=0$. Is it unique?</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>Sample Midterm 1</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:midterm1-sample&amp;rev=1771684876&amp;do=diff</link>
        <description>Sample Midterm 1

Our midterm will be 50 minutes, hold in discussion session on next Wednesday (Oct 5). The test range is Givental [LA] Ch 1 and Ch 2, and Ch 3 with the concept of basis, linear independence and span. We will have 5 problems, each worth 20 points.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>Midterm 1</title>
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        <description>Midterm 1

[ exam], [solution]

Stat
 Range  Count  90 - 100  14  80 - 90  7  70 - 80  6  60 - 70  6  50 - 60  4 
Total: 37

Average: 80</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>Midterm 2</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:midterm_2&amp;rev=1771684876&amp;do=diff</link>
        <description>Midterm 2

We will cover Chapter 3 and Chapter 4.1, eigenvalue problem. 

Key concepts and skills

	*  Given a linear map $T: V \to V&#039;$, what are $\ker(T), im(T)$, what is $rank(T)$? 
	*  If $W \In V$ is a subspace, then what&#039;s the relation between dimension of $W$, $V/W$ and $V$?</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:midterm_2_changed_to_online</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:midterm_2_changed_to_online&amp;rev=1771684876&amp;do=diff</link>
        <description>To prepare for the UAW strike this coming week, we will move the midterm online this time. The exam will be released on the course website on Monday 11:00am, and you can email me your scanned exam by 12:10noon. My email is pzhou.math@berkeley.edu . In the email subject line, please use [Math H54 Midterm 2] - Name - student ID. Please scan into a single pdf file. You can also write on ipad and send me the pdf.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:proof</title>
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        <description>Hi, 

I know many of you have not written proofs before, although our course is not proof-based, we do want us to get into the habit of giving reasons. This a natural thing when you are talking to someone. 

You say, &#039;I like orange&#039;, they ask &#039;why?&#039;, you say, &#039;I don&#039;t know, I just do&#039;. That&#039;s fine in life, since many things cannot be explained. That would be funny when you do math, where math is one of the few lucky places where reasoning works.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:quiz3</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz3&amp;rev=1771684876&amp;do=diff</link>
        <description>quiz-style questions:

	*  Find expressions for $\sin(2\theta)$ and $\sin(3\theta)$ in terms of $\cos(\theta), \sin(\theta)$.
		*  Compute $(\frac{1+i}{\sqrt{2}})^{20}$
		*  Sketch the region $\vert z-1 \vert + \vert z + 1 \vert \leq 3$.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:quiz4</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz4&amp;rev=1771684876&amp;do=diff</link>
        <description>quiz-style questions:

	*  Find the sign of the permutation $(4312)$.
		*  Compute $\det(A - \lambda I)$ where $$A = \begin{bmatrix} 1 &amp; 0 &amp; -1\cr 0 &amp; 1 &amp; -1\cr -1 &amp; 1 &amp; 0 \end{bmatrix}$$ 
		*  Let $\sigma$ be a permutation of length $\ell &gt; 0$. Show that there must exist some $i$ such that $\sigma(i) &gt; \sigma(i+1)$.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
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        <title>math54-f22:quiz5</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz5&amp;rev=1771684876&amp;do=diff</link>
        <description>quiz-style questions:

	*  Compute $$\begin{vmatrix} 1 &amp; x &amp; x^2 \cr x &amp; 1 &amp; x^2 \cr x^2 &amp; x &amp; 1 \end{vmatrix}$$
		*  Prove that in $\mathbb{K}[x]$ polynomials of degree $n$ do not form a subspace, but polynomials of degree $\leq n$ do. 
		*  Find a linear transformation $T: \mathbb{R}^3 \rightarrow \mathbb{R}^3$ such that the volume of the 3-D parallelogram (parallelopiped) defined by $T(1,0,0), T(0,1,0),$ and $T(0,0,1)$ is $\frac{1}{2}$.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>math54-f22:quiz6</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz6&amp;rev=1771684876&amp;do=diff</link>
        <description>Sample Quiz 6 Questions

	*  If $A$ is $n \times n$ and $Ax=0$ for some $x \neq 0$, can $A$ be of full rank? Why? What is $det(A)$?
	*  Prove that every subspace in $\mathbb{K}^n$ can be described as the range of a suitable linear map.  Prove that every subspace of $\mathbb{K}^n$ can be described as the kernel of a linear map.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>math54-f22:quiz7</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz7&amp;rev=1771684876&amp;do=diff</link>
        <description>Sample Quiz 7 Questions

	*  What is $A^{-1}$ if $$A = \begin{bmatrix} 1 &amp; 0 &amp; 1 \cr 0 &amp; 1 &amp; 1 \cr 0 &amp; 0 &amp; 1 \end{bmatrix}$$
	*  Write $$B = \begin{bmatrix} 1 &amp; 2 &amp; 3 \cr 4 &amp; 5 &amp; 6 \cr 7 &amp; 8 &amp; 9 \end{bmatrix}$$ in row-echelon form.
	*  What are the image and kernel of the matrix $$C = \begin{bmatrix} 1 &amp; 1 &amp; 1 \cr 1 &amp; 2 &amp; 1 \cr 2 &amp; 3 &amp; 2 \end{bmatrix},$$</description>
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        <dc:format>text/html</dc:format>
        <dc:date>2026-02-21T14:41:15+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>math54-f22:quiz8</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz8&amp;rev=1771684875&amp;do=diff</link>
        <description>Sample Quiz 8 Questions

	*  LPU decompose the following matrix:

$$M = \begin{bmatrix} 1 &amp; 2 &amp; 3 \cr 0 &amp; 1 &amp; 2 \cr 1 &amp; 2 &amp; 9 \end{bmatrix}$$

	*  Let $B$ be a symmetric 3×3 matrix (pick one yourself), and find an orthogonal basis for $B$.</description>
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        <dc:format>text/html</dc:format>
        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>math54-f22:quiz9</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:quiz9&amp;rev=1771684876&amp;do=diff</link>
        <description>Sample Quiz 9 Questions

True or False: Please provide brief justification

	*  A real symmetric matrix is Hermitian.
	*  A pure imaginary matrix that is anti-symmetric is Hermitian (i.e. all coefficients are imaginary).
	*  If $H$ is an $n \times n$ Hermitian matrix, then $\overline{v^t}Hv$ is real.</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>Sample Midterm 2 Problems</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:sample_midterm_2&amp;rev=1771684876&amp;do=diff</link>
        <description>Sample Midterm 2 Problems

Computational

1. Consider the following Hermitian 2×2 matrices $Q$, find an invertible matrix $A$ and diagonal matrices $D$, such that $Q = A^* D A$.

	*  $ Q = \begin{bmatrix} 1 &amp; 2 \cr 2 &amp; 2  \end{bmatrix} $
	*  $ Q = \begin{bmatrix} 0 &amp; i \cr -i &amp; 0  \end{bmatrix} $</description>
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        <dc:date>2026-02-21T14:41:16+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>Math 54 Honor (2022 Fall)</title>
        <link>https://courses.pzhou.org/doku.php?id=math54-f22:start&amp;rev=1771684876&amp;do=diff</link>
        <description>Math 54 Honor (2022 Fall)

Course Number 24291 


Lecture: 

TuTh 11:00A-12:29P - 289 - Cory

Instructor: Peng Zhou, pzhou.math@gmail.com 

Zoom: Meeting ID: 926 4346 7269, 
Passcode: 736211
 

Office Hours: Tue: 12:40 - 2:00pm. Wed: 4-5pm. Evan 753

Discussion Session: 

MWF 11:00A-11:59A - 289 - Cory</description>
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