Special Functions
Trig, exponentials, logs, and inverse trig — the derivative formulas you memorize cold, and the chain-rule patterns that use them.
01Sine and cosine
The two special limits from Module 02 — $\lim_{h\to 0}\frac{\sin h}{h} = 1$ and $\lim_{h\to 0}\frac{1-\cos h}{h} = 0$ — plug into the limit definition to give the cleanest derivative pair in mathematics:
$$\frac{d}{dx}\sin x = \cos x \qquad\qquad \frac{d}{dx}\cos x = -\sin x$$
The hero graph shows why this is believable: wherever $\sin$ peaks or bottoms out (slope zero), $\cos$ crosses zero; wherever $\sin$ climbs steepest, $\cos$ is at its maximum. Keep the sign straight: cosine's derivative carries the minus. These formulas are the reason radians are mandatory — in degrees, an ugly factor of $\pi/180$ contaminates everything.
02The other four trig functions
The remaining four follow from the quotient rule applied to $\sin$ and $\cos$ — derive them once, then memorize:
- $\dfrac{d}{dx}\tan x = \sec^2 x$
- $\dfrac{d}{dx}\sec x = \sec x \tan x$
- $\dfrac{d}{dx}\cot x = -\csc^2 x$
- $\dfrac{d}{dx}\csc x = -\csc x \cot x$
Memory pattern: every "co-" function ($\cos$, $\cot$, $\csc$) gets a negative sign, and each co-derivative is the mirror of its partner with every function swapped for its co-version.
03The exponential function
The number $e \approx 2.71828$ is defined so that this works:
$$\frac{d}{dx}\,e^x = e^x$$
The exponential function is its own derivative — its height is its slope at every point. That self-similarity is why $e^x$ governs everything that grows in proportion to its size: populations, compound interest, radioactive decay. For other bases, a correction factor appears:
$$\frac{d}{dx}\,a^x = a^x \ln a$$
so $\frac{d}{dx}2^x = 2^x\ln 2$. (Check the consistency: when $a = e$, $\ln e = 1$ and the factor vanishes.)
04The natural logarithm
$$\frac{d}{dx}\,\ln x = \frac{1}{x} \qquad (x > 0) \qquad\qquad \frac{d}{dx}\,\log_a x = \frac{1}{x \ln a}$$
A power function's derivative ($x^{-1}$) coming from a non-power function is one of calculus's happiest surprises — it fills the single gap the reverse power rule will have in Module 10. Practical tip: use log laws to expand before differentiating. For $y = \ln\dfrac{x^2\sqrt{x+1}}{(2x-3)^4}$, expanding to $2\ln x + \tfrac{1}{2}\ln(x+1) - 4\ln(2x-3)$ turns a nightmare into three easy chain-rule terms.
05Everything meets the chain rule
Each formula above has a chain-rule version with $u = g(x)$ inside; these generalized forms are what you actually use:
$$\frac{d}{dx}\sin u = \cos u \cdot u' \qquad \frac{d}{dx}\,e^u = e^u \cdot u' \qquad \frac{d}{dx}\ln u = \frac{u'}{u}$$
Examples: $\frac{d}{dx}\sin(5x) = 5\cos(5x)$; $\frac{d}{dx}e^{3x^2} = 6x\,e^{3x^2}$; $\frac{d}{dx}\ln(x^2+1) = \frac{2x}{x^2+1}$. The $\frac{u'}{u}$ pattern for logs is so common it deserves its own neuron. Watch the notation trap: $\sin^2 x$ means $(\sin x)^2$ — a power of sine, differentiated with the chain rule as $2\sin x\cos x$ — while $\sin(x^2)$ has the square inside.
06Inverse trig functions
The two that matter most in Calc 1:
$$\frac{d}{dx}\arcsin x = \frac{1}{\sqrt{1 - x^2}} \qquad\qquad \frac{d}{dx}\arctan x = \frac{1}{1 + x^2}$$
(Also $\arccos x$, whose derivative is just the negative of arcsine's.) Strange but true: the derivatives of inverse trig functions are purely algebraic. These arrive via implicit differentiation — a preview of Module 07 — and their real importance blooms in integration, where $\frac{1}{1+x^2}$ would otherwise be impossible to antidifferentiate.
07Mixed practice: choosing the pattern
Fluency means recognizing which formula plus which structural rule applies. $y = x^2 e^x$ is a product: $y' = 2xe^x + x^2e^x = xe^x(2 + x)$. $y = e^{\sin x}$ is a composition: $y' = e^{\sin x}\cos x$. $y = \dfrac{\ln x}{x}$ is a quotient: $y' = \dfrac{\frac{1}{x}\cdot x - \ln x}{x^2} = \dfrac{1 - \ln x}{x^2}$. Same six memorized formulas, different scaffolding. When stuck, name the outermost structure aloud — product, quotient, or composition — before writing anything.
08Logarithmic differentiation
For functions with a variable base and variable exponent, like $y = x^x$, neither the power rule (needs constant exponent) nor the exponential rule (needs constant base) applies. The trick: take $\ln$ of both sides, use log laws, then differentiate implicitly. From $\ln y = x\ln x$, differentiating gives $\frac{y'}{y} = \ln x + 1$, so $y' = x^x(\ln x + 1)$. The same technique tames big products and quotients: logs convert multiplication into addition before you differentiate.
The formula card to memorize cold. $(\sin x)' = \cos x$; $(\cos x)' = -\sin x$; $(\tan x)' = \sec^2 x$; $(e^x)' = e^x$; $(a^x)' = a^x\ln a$; $(\ln x)' = \frac{1}{x}$; $(\arcsin x)' = \frac{1}{\sqrt{1-x^2}}$; $(\arctan x)' = \frac{1}{1+x^2}$. Every one of these has a chain-rule version with $u$ inside and a trailing $u'$.
Differentiate $y = \sin x + 3\cos x$.
Solution
$y' = \cos x - 3\sin x$.
Differentiate $y = \tan x - \sec x$.
Solution
$y' = \sec^2 x - \sec x\tan x$.
Differentiate $y = \sin(5x)$.
Solution
Chain rule: $y' = 5\cos(5x)$.
Differentiate $y = \cos(x^3)$.
Solution
$y' = -\sin(x^3)\cdot 3x^2 = -3x^2\sin(x^3)$.
Differentiate $y = \sin^2 x$ and contrast with $y = \sin(x^2)$.
Solution
$\sin^2 x = (\sin x)^2 \Rightarrow y' = 2\sin x\cos x$.
$\sin(x^2) \Rightarrow y' = 2x\cos(x^2)$. Different placement of the square, different answer.
Differentiate $y = e^{3x}$ and $y = e^{-x^2}$.
Solution
$\left(e^{3x}\right)' = 3e^{3x}$; $\left(e^{-x^2}\right)' = -2x\,e^{-x^2}$.
Differentiate $y = 5^x$.
Solution
$y' = 5^x \ln 5$.
Differentiate $y = \ln(x^2 + 1)$.
Solution
$\dfrac{u'}{u}$ pattern: $y' = \dfrac{2x}{x^2 + 1}$.
Differentiate $y = \ln(\sin x)$. Simplify.
Solution
$y' = \dfrac{\cos x}{\sin x} = \cot x$.
Product: differentiate $y = x^2 e^x$ and factor the result.
Solution
$y' = 2xe^x + x^2e^x = xe^x(2 + x)$.
Product: differentiate $y = x\sin x$, then find $y'(\pi)$.
Solution
$y' = \sin x + x\cos x$. At $\pi$: $0 + \pi(-1) = -\pi$.
Quotient: differentiate $y = \dfrac{\ln x}{x}$.
Solution
$y' = \dfrac{\frac{1}{x}\cdot x - \ln x \cdot 1}{x^2} = \dfrac{1 - \ln x}{x^2}$.
Quotient: differentiate $y = \dfrac{e^x}{x + 1}$.
Solution
$y' = \dfrac{e^x(x+1) - e^x}{(x+1)^2} = \dfrac{x\,e^x}{(x+1)^2}$.
Composition stack: differentiate $y = e^{\sin x}$.
Solution
$y' = e^{\sin x}\cos x$.
Expand first with log laws, then differentiate: $y = \ln\dfrac{x^3}{2x + 1}$.
Solution
$y = 3\ln x - \ln(2x+1)$, so $y' = \dfrac{3}{x} - \dfrac{2}{2x+1}$.
Differentiate $y = \arctan(2x)$.
Solution
$y' = \dfrac{2}{1 + (2x)^2} = \dfrac{2}{1 + 4x^2}$.
Differentiate $y = \arcsin(x^2)$.
Solution
$y' = \dfrac{2x}{\sqrt{1 - x^4}}$.
Find the tangent line to $y = e^x$ at $x = 0$, and to $y = \ln x$ at $x = 1$. Notice anything?
Solution
$e^x$ at $0$: point $(0,1)$, slope $1$ → $y = x + 1$.
$\ln x$ at $1$: point $(1,0)$, slope $1$ → $y = x - 1$. Mirror images across $y = x$, as inverses should be.
A weight oscillates with position $s(t) = 4\cos(2t)$ cm. Find its velocity and acceleration, and verify $a(t) = -4s(t)$.
Solution
$v = -8\sin(2t)$; $a = -16\cos(2t)$.
$-4s = -16\cos(2t) = a$. ✓ (Simple harmonic motion.)
Challenge — logarithmic differentiation: find $y'$ for $y = x^x$ ($x > 0$).
Solution
$\ln y = x\ln x$. Differentiate: $\dfrac{y'}{y} = \ln x + 1$.
So $y' = x^x(\ln x + 1)$.