answer
string
choices
dict
id
string
kind
string
lang
string
question
string
steps
list
subject
string
text
string
topic
string
A virtual environment isolates project packages from system Python.
null
cs_0351
concept
en
What is a Python virtual environment?
[ "Separate folder.", "Own packages.", "Avoid conflicts." ]
computer_science
Answer: Isolated packages. Steps: 1. Separate folder. 2. Own packages. 3. Avoid conflicts.
python
[5,6].indexOf(6) is 1.
{ "A": "0", "B": "1", "C": "2", "D": "-1" }
cs_0352
multiple_choice
en
What does [5,6].indexOf(6) give?
[ "Index from 0.", "6 at position 1.", "Select option B." ]
computer_science
Answer: 1. Steps: 1. Index from 0. 2. 6 at position 1. 3. Select option B. Answer: (B)
javascript
SELECT 12 + 30 returns 42.
null
cs_0353
worked_example
en
What does SELECT 12 + 30 return?
[ "Add numbers.", "12 + 30 = 42.", "Result is 42." ]
computer_science
Answer: 42. Steps: 1. Add numbers. 2. 12 + 30 = 42. 3. Result is 42.
sql
A /21 network has 2046 usable hosts.
null
cs_0354
worked_example
en
How many usable hosts in a /21 network?
[ "Host bits = 11.", "Addresses = 2048.", "Usable = 2048 - 2 = 2046." ]
computer_science
Answer: 2046. Steps: 1. Host bits = 11. 2. Addresses = 2048. 3. Usable = 2048 - 2 = 2046.
networking
Normalizace odstraňuje redundanci rozdělením tabulek.
{ "A": "Odstraňuje redundanci", "B": "Maže tabulky", "C": "Třídí řádky", "D": "Spojuje databáze" }
cs_0355
multiple_choice
cs
Co je normalizace databáze?
[ "Méně duplicit.", "Více tabulek.", "Vyber možnost A." ]
computer_science
Answer: Odstraňuje redundanci. Steps: 1. Méně duplicit. 2. Více tabulek. 3. Vyber možnost A. Answer: (A)
databases
The kernel is the core managing CPU, memory, and devices.
null
cs_0356
concept
en
What is an OS kernel?
[ "Core software.", "Manages resources.", "Runs privileged." ]
computer_science
Answer: Resource core. Steps: 1. Core software. 2. Manages resources. 3. Runs privileged.
operating_systems
20 plus 5 gives 25.
null
cs_0357
worked_example
en
Thermostat 20 degrees, increase(5). What is the setting?
[ "Start 20.", "Add 5.", "Setting = 25." ]
computer_science
Answer: 25. Steps: 1. Start 20. 2. Add 5. 3. Setting = 25.
oop
Floyd-Warshall computes all-pairs shortest paths.
{ "A": "Dijkstra", "B": "Floyd-Warshall", "C": "Bubble sort", "D": "DFS" }
cs_0358
multiple_choice
en
Which computes all-pairs shortest paths?
[ "All pairs needed.", "Floyd-Warshall does.", "Select option B." ]
computer_science
Answer: Floyd-Warshall. Steps: 1. All pairs needed. 2. Floyd-Warshall does. 3. Select option B. Answer: (B)
algorithms
Insertion sort worst case is O(n^2) with reverse-sorted input.
null
cs_0359
concept
en
What is insertion sort worst-case complexity?
[ "Shift many items.", "Nested work.", "O(n^2)." ]
computer_science
Answer: O(n^2). Steps: 1. Shift many items. 2. Nested work. 3. O(n^2).
complexity
Prostřední prvek je 3.
null
cs_0360
worked_example
cs
Seznam je [1,2,3,4,5]. Co je prostřední prvek?
[ "Délka 5.", "Index 2.", "Prvek je 3." ]
computer_science
Answer: 3. Steps: 1. Délka 5. 2. Index 2. 3. Prvek je 3.
data_structures
Docstrings are triple-quoted strings documenting modules and functions.
null
cs_0361
concept
en
What are Python docstrings?
[ "Triple quotes.", "Describe purpose.", "Shown by help()." ]
computer_science
Answer: Inline documentation. Steps: 1. Triple quotes. 2. Describe purpose. 3. Shown by help().
python
'hello'.slice(1,3) is 'el'.
{ "A": "'el'", "B": "'hel'", "C": "'llo'", "D": "'h'" }
cs_0362
multiple_choice
en
What does 'hello'.slice(1,3) give?
[ "Index 1 to 3.", "Letters e, l.", "Select option A." ]
computer_science
Answer: 'el'. Steps: 1. Index 1 to 3. 2. Letters e, l. 3. Select option A. Answer: (A)
javascript
SELECT 2 * 3 * 4 returns 24.
null
cs_0363
worked_example
en
What does SELECT 2 * 3 * 4 return?
[ "2 x 3 = 6.", "6 x 4 = 24.", "Result is 24." ]
computer_science
Answer: 24. Steps: 1. 2 x 3 = 6. 2. 6 x 4 = 24. 3. Result is 24.
sql
100 MB at 10 MB/s takes 10 seconds.
null
cs_0364
worked_example
en
Download 100 MB at 10 MB/s. How many seconds?
[ "Size 100.", "Rate 10.", "100 / 10 = 10." ]
computer_science
Answer: 10. Steps: 1. Size 100. 2. Rate 10. 3. 100 / 10 = 10.
networking
LIMIT omezuje počet vrácených řádků.
{ "A": "Omezuje počet", "B": "Třídí řádky", "C": "Spojuje tabulky", "D": "Maže řádky" }
cs_0365
multiple_choice
cs
Co dělá LIMIT?
[ "Ber prvních N.", "Méně řádků.", "Vyber možnost A." ]
computer_science
Answer: Omezuje počet. Steps: 1. Ber prvních N. 2. Méně řádků. 3. Vyber možnost A. Answer: (A)
databases
A daemon is a background service process without direct user control.
null
cs_0366
concept
en
What is a system daemon?
[ "Runs background.", "No terminal.", "Serves requests." ]
computer_science
Answer: Background service. Steps: 1. Runs background. 2. No terminal. 3. Serves requests.
operating_systems
150 minus 150 leaves 0.
null
cs_0367
worked_example
en
Balance 150, withdraw(150). What is the balance?
[ "Start 150.", "Minus 150.", "Balance = 0." ]
computer_science
Answer: 0. Steps: 1. Start 150. 2. Minus 150. 3. Balance = 0.
oop
N-queens is solved with backtracking search.
{ "A": "N-queens", "B": "Bubble sort", "C": "Linear search", "D": "BFS" }
cs_0368
multiple_choice
en
Which uses backtracking?
[ "Try and undo.", "N-queens fits.", "Select option A." ]
computer_science
Answer: N-queens. Steps: 1. Try and undo. 2. N-queens fits. 3. Select option A. Answer: (A)
algorithms
Exponential growth eventually outgrows any polynomial bound.
null
cs_0369
concept
en
How do exponential and polynomial compare?
[ "Polynomial bounded power.", "Exponential multiplies.", "Exponential wins." ]
computer_science
Answer: Exponential outgrows. Steps: 1. Polynomial bounded power. 2. Exponential multiplies. 3. Exponential wins.
complexity
Plný strom hloubky 2 má 7 uzlů.
null
cs_0370
worked_example
cs
Kolik uzlů má plný binární strom hloubky 2?
[ "Úroveň 0: 1.", "Úroveň 1: 2, úroveň 2: 4.", "Celkem 1+2+4 = 7." ]
computer_science
Answer: 7. Steps: 1. Úroveň 0: 1. 2. Úroveň 1: 2, úroveň 2: 4. 3. Celkem 1+2+4 = 7.
data_structures
len() on a dict returns the number of keys.
null
cs_0371
concept
en
What does len() give for dicts?
[ "Count keys.", "Each once.", "Example: 3 keys = 3." ]
computer_science
Answer: Number of keys. Steps: 1. Count keys. 2. Each once. 3. Example: 3 keys = 3.
python
Array.isArray([]) is true.
{ "A": "true", "B": "false", "C": "[]", "D": "TypeError" }
cs_0372
multiple_choice
en
What does Array.isArray([]) give?
[ "[] is array.", "Check true.", "Select option A." ]
computer_science
Answer: true. Steps: 1. [] is array. 2. Check true. 3. Select option A. Answer: (A)
javascript
SELECT 100 / 10 returns 10.
null
cs_0373
worked_example
en
What does SELECT 100 / 10 return?
[ "Divide 100 by 10.", "100 / 10 = 10.", "Result is 10." ]
computer_science
Answer: 10. Steps: 1. Divide 100 by 10. 2. 100 / 10 = 10. 3. Result is 10.
sql
Splitting /24 into /26 gives 4 subnets.
null
cs_0374
worked_example
en
Split /24 into /26. How many subnets?
[ "Bits added = 2.", "2^2 = 4.", "Subnets = 4." ]
computer_science
Answer: 4. Steps: 1. Bits added = 2. 2. 2^2 = 4. 3. Subnets = 4.
networking
Tabulku maže příkaz DROP.
{ "A": "DROP", "B": "DELETE", "C": "REMOVE", "D": "CLEAR" }
cs_0375
multiple_choice
cs
Která operace maže celou tabulku?
[ "DELETE maže řádky.", "DROP maže tabulku.", "Vyber možnost A." ]
computer_science
Answer: DROP. Steps: 1. DELETE maže řádky. 2. DROP maže tabulku. 3. Vyber možnost A. Answer: (A)
databases
Kontextový manažer řídí zdroje blokem with.
null
cs_0376
concept
cs
Co je kontextový manažer?
[ "Blok with.", "Enter a exit.", "Příklad: open()." ]
computer_science
Answer: Správa zdrojů. Steps: 1. Blok with. 2. Enter a exit. 3. Příklad: open().
python
Hoisting moves declarations to the top before execution.
null
cs_0377
concept
en
What is hoisting?
[ "var hoisted.", "let in TDZ.", "Functions hoisted." ]
computer_science
Answer: Top declarations. Steps: 1. var hoisted. 2. let in TDZ. 3. Functions hoisted.
javascript
SELECT returns 15.
{ "A": "14", "B": "15", "C": "16", "D": "17" }
cs_0378
multiple_choice
en
Which value does SELECT 21 - 6 return?
[ "Subtract.", "21-6=15.", "Select option B." ]
computer_science
Answer: 15. Steps: 1. Subtract. 2. 21-6=15. 3. Select option B. Answer: (B)
sql
TCP opens with SYN, SYN-ACK, and ACK before data.
null
cs_0379
concept
en
What is a TCP handshake?
[ "SYN sent.", "SYN-ACK back.", "ACK confirms." ]
computer_science
Answer: Three-way open. Steps: 1. SYN sent. 2. SYN-ACK back. 3. ACK confirms.
networking
Denormalization adds redundancy to speed up reads.
null
cs_0380
concept
en
What is denormalization?
[ "Join less.", "Store twice.", "Faster reads." ]
computer_science
Answer: Redundant speed. Steps: 1. Join less. 2. Store twice. 3. Faster reads.
databases
A microkernel keeps minimal core with services in user space.
null
cs_0381
concept
en
What is a microkernel?
[ "IPC services.", "More stable.", "More switches." ]
computer_science
Answer: Tiny core. Steps: 1. IPC services. 2. More stable. 3. More switches.
operating_systems
Composition holds parts while inheritance extends a parent type.
null
cs_0382
concept
en
What is composition versus inheritance?
[ "Compose objects.", "Inherit behavior.", "Prefer compose." ]
computer_science
Answer: Has versus is. Steps: 1. Compose objects. 2. Inherit behavior. 3. Prefer compose.
oop
Sorted = [2, 3, 4].
null
cs_0383
worked_example
en
Selection-sort [4, 2, 3] (case 1). Result?
[ "Min 2.", "Swap.", "[2, 3, 4]." ]
computer_science
Answer: [2, 3, 4]. Steps: 1. Min 2. 2. Swap. 3. [2, 3, 4].
algorithms
Count = 4096.
null
cs_0384
worked_example
en
Subsets of 12 items (case 1). Count?
[ "2^12.", "=4096.", "4096." ]
computer_science
Answer: 4096. Steps: 1. 2^12. 2. =4096. 3. 4096.
complexity
A circular queue wraps indices to reuse freed slots.
null
cs_0385
concept
en
What is a circular queue?
[ "Head tail.", "Modulo move.", "Fixed size." ]
computer_science
Answer: Wrapped buffer. Steps: 1. Head tail. 2. Modulo move. 3. Fixed size.
data_structures
Context managers handle setup and cleanup with with blocks.
null
cs_0386
concept
en
What is a context manager?
[ "Uses with.", "Calls enter/exit.", "Example: open()." ]
computer_science
Answer: Setup and cleanup. Steps: 1. Uses with. 2. Calls enter/exit. 3. Example: open().
python
'x' + 4 is 'x4'.
{ "A": "'4x'", "B": "'x4'", "C": "'5'", "D": "4" }
cs_0387
multiple_choice
en
What does 'x' + 4 give?
[ "String concat.", "Result 'x4'.", "Select option B." ]
computer_science
Answer: 'x4'. Steps: 1. String concat. 2. Result 'x4'. 3. Select option B. Answer: (B)
javascript
SELECT returns 25.
{ "A": "24", "B": "26", "C": "25", "D": "10" }
cs_0388
multiple_choice
cs
Kterou hodnotu vrátí SELECT 5 * 5?
[ "Multiply.", "5x5=25.", "Select option C." ]
computer_science
Answer: 25. Steps: 1. Multiply. 2. 5x5=25. 3. Select option C. Answer: (C)
sql
Subnets = 4.
null
cs_0389
worked_example
en
Split /20 into /22 (case 1). How many subnets?
[ "Bits 2.", "2^2=4.", "4." ]
computer_science
Answer: 4. Steps: 1. Bits 2. 2. 2^2=4. 3. 4.
networking
INSERT adds rows.
{ "A": "SELECT", "B": "INSERT", "C": "DELETE", "D": "UPDATE" }
cs_0390
multiple_choice
en
Which adds rows (case 1)?
[ "Write op.", "INSERT fits.", "Select option B." ]
computer_science
Answer: INSERT. Steps: 1. Write op. 2. INSERT fits. 3. Select option B. Answer: (B)
databases
Round-robin používá časová kvanta.
{ "A": "FIFO", "B": "Round-robin", "C": "LIFO", "D": "Stack" }
cs_0391
multiple_choice
cs
Co používá kvanta (případ 1)?
[ "Rotate tasks.", "Fixed quantum.", "Select option B." ]
computer_science
Answer: Round-robin. Steps: 1. Střídej úlohy. 2. Pevné kvantum. 3. Select option B. Answer: (B)
operating_systems
__init__ constructs.
{ "A": "__len__", "B": "__init__", "C": "__add__", "D": "__str__" }
cs_0392
multiple_choice
cs
Co je konstruktor (případ 1)?
[ "Init runs.", "Sets fields.", "Select option B." ]
computer_science
Answer: __init__. Steps: 1. Init runs. 2. Sets fields. 3. Select option B. Answer: (B)
oop
factorial(6) is 720.
{ "A": "120", "B": "720", "C": "820", "D": "60" }
cs_0393
multiple_choice
en
What is factorial(6)?
[ "Multiply down.", "Result 720.", "Select option B." ]
computer_science
Answer: 720. Steps: 1. Multiply down. 2. Result 720. 3. Select option B. Answer: (B)
algorithms
About 11.
null
cs_0394
worked_example
en
Binary steps n=2000 (case 2). About?
[ "log2.", "~11.", "11." ]
computer_science
Answer: 11. Steps: 1. log2. 2. ~11. 3. 11.
complexity
Load = 0.83.
null
cs_0395
worked_example
en
10 items in 12 slots (case 1). Load?
[ "10/12.", "=0.83.", "0.83." ]
computer_science
Answer: 0.83. Steps: 1. 10/12. 2. =0.83. 3. 0.83.
data_structures
11//4 is 2.
{ "A": "3", "B": "2", "C": "1", "D": "4" }
cs_0396
multiple_choice
en
What does 11 // 4 give in Python?
[ "Floor divide.", "11//4=2.", "Select option B." ]
computer_science
Answer: 2. Steps: 1. Floor divide. 2. 11//4=2. 3. Select option B. Answer: (B)
python
Result is 'hi1'.
null
cs_0397
worked_example
en
What does 'Hi1'.toLowerCase() give?
[ "Lowercase.", "'hi1'.", "Result." ]
computer_science
Answer: 'hi1'. Steps: 1. Lowercase. 2. 'hi1'. 3. Result.
javascript
SELECT returns 11.
null
cs_0398
worked_example
en
What does SELECT 22 / 2 return?
[ "Divide.", "22/2=11.", "11." ]
computer_science
Answer: 11. Steps: 1. Divide. 2. 22/2=11. 3. 11.
sql
192.168.1.1 is private.
{ "A": "8.8.1.1", "B": "192.168.1.1", "C": "1.1.1.1", "D": "203.0.1.1" }
cs_0399
multiple_choice
en
Which IP is private (set 1)?
[ "Private ranges.", "192.168.1.1 fits.", "Select option B." ]
computer_science
Answer: 192.168.1.1. Steps: 1. Private ranges. 2. 192.168.1.1 fits. 3. Select option B. Answer: (B)
networking
Sharding splits data across servers by key ranges.
null
cs_0400
concept
en
What is sharding?
[ "Hash key.", "Route shard.", "Scale out." ]
computer_science
Answer: Split by key. Steps: 1. Hash key. 2. Route shard. 3. Scale out.
databases
Mutex ensures one.
{ "A": "Queue", "B": "Array", "C": "Mutex", "D": "File" }
cs_0401
multiple_choice
en
What ensures one access (case 2)?
[ "Lock it.", "One holder.", "Select option C." ]
computer_science
Answer: Mutex. Steps: 1. Lock it. 2. One holder. 3. Select option C. Answer: (C)
operating_systems
Encapsulation bundles.
{ "A": "Loop", "B": "Sort", "C": "Encapsulation", "D": "Search" }
cs_0402
multiple_choice
en
Which bundles data and methods (case 2)?
[ "Hide inside.", "One unit.", "Select option C." ]
computer_science
Answer: Encapsulation. Steps: 1. Hide inside. 2. One unit. 3. Select option C. Answer: (C)
oop
Steps = 7.
{ "A": "6", "B": "8", "C": "7", "D": "128" }
cs_0403
multiple_choice
cs
Kolik kroků binárně pro n = 128?
[ "log2(128)=7.", "Halve 7x.", "Select option C." ]
computer_science
Answer: 7. Steps: 1. log2(128)=7. 2. Halve 7x. 3. Select option C. Answer: (C)
algorithms
Iterations = 27.
{ "A": "9", "B": "27", "C": "18", "D": "12" }
cs_0404
multiple_choice
en
Triple loops n = 3. How many iterations?
[ "3^3.", "=27.", "Select option B." ]
computer_science
Answer: 27. Steps: 1. 3^3. 2. =27. 3. Select option B. Answer: (B)
complexity
K7 has 21 edges.
{ "A": "20", "B": "21", "C": "22", "D": "49" }
cs_0405
multiple_choice
en
How many edges in K7?
[ "n(n-1)/2.", "=21.", "Select option B." ]
computer_science
Answer: 21. Steps: 1. n(n-1)/2. 2. =21. 3. Select option B. Answer: (B)
data_structures
Asyncio runs concurrent I/O with async and await.
null
cs_0406
concept
en
What is asyncio used for?
[ "Async def.", "Await pauses.", "Event loop runs." ]
computer_science
Answer: Concurrent I/O. Steps: 1. Async def. 2. Await pauses. 3. Event loop runs.
python
Repeat gives 'abababab'.
null
cs_0407
worked_example
en
What does 'ab'.repeat(4) give?
[ "Repeat.", "4x.", "'abababab'." ]
computer_science
Answer: 'abababab'. Steps: 1. Repeat. 2. 4x. 3. 'abababab'.
javascript
MAX is 8.
{ "A": "6", "B": "7", "C": "9", "D": "8" }
cs_0408
multiple_choice
en
Which value does SELECT MAX of (6,8,7) give?
[ "Compare.", "Largest 8.", "Select option D." ]
computer_science
Answer: 8. Steps: 1. Compare. 2. Largest 8. 3. Select option D. Answer: (D)
sql
UDP suits low-latency loss-tolerant traffic like calls.
null
cs_0409
concept
en
What is UDP used for?
[ "No handshake.", "No retry.", "Low overhead." ]
computer_science
Answer: Fast datagrams. Steps: 1. No handshake. 2. No retry. 3. Low overhead.
networking
Max = 12.
null
cs_0410
worked_example
en
Cross-join 3 and 4 rows (case 1). Max?
[ "3x4.", "=12.", "12." ]
computer_science
Answer: 12. Steps: 1. 3x4. 2. =12. 3. 12.
databases
Kernel manages.
{ "A": "Shell", "B": "App", "C": "Driver", "D": "Kernel" }
cs_0411
multiple_choice
cs
Co řídí zdroje (případ 3)?
[ "Core role.", "CPU mem.", "Select option D." ]
computer_science
Answer: Kernel. Steps: 1. Core role. 2. CPU mem. 3. Select option D. Answer: (D)
operating_systems
Area = 20.
null
cs_0412
worked_example
en
Rectangle 4 by 5 (case 1). Area?
[ "4x5.", "=20.", "20." ]
computer_science
Answer: 20. Steps: 1. 4x5. 2. =20. 3. 20.
oop
Backtracking tries options and undoes failing paths.
null
cs_0413
concept
en
What is backtracking?
[ "Choose step.", "Recurse on.", "Undo if fail." ]
computer_science
Answer: Try and undo. Steps: 1. Choose step. 2. Recurse on. 3. Undo if fail.
algorithms
Pseudo-polynomial depends on numeric values, not just input length.
null
cs_0414
concept
en
What is pseudo-polynomial time?
[ "Knapsack case.", "Big numbers slow.", "Not true poly." ]
computer_science
Answer: Value dependent. Steps: 1. Knapsack case. 2. Big numbers slow. 3. Not true poly.
complexity
Edges = 45.
null
cs_0415
worked_example
en
Edges in K10 (case 2). Count?
[ "n(n-1)/2.", "=45.", "45." ]
computer_science
Answer: 45. Steps: 1. n(n-1)/2. 2. =45. 3. 45.
data_structures
max is 4.
null
cs_0416
worked_example
en
What does max([1,4,2]) return?
[ "Compare three.", "Largest 4.", "Result 4." ]
computer_science
Answer: 4. Steps: 1. Compare three. 2. Largest 4. 3. Result 4.
python
The event loop runs queued callbacks when the stack is empty.
null
cs_0417
concept
en
What is the event loop?
[ "Stack first.", "Queue next.", "Async appears." ]
computer_science
Answer: Queued callbacks. Steps: 1. Stack first. 2. Queue next. 3. Async appears.
javascript
Result is 0.
null
cs_0418
worked_example
en
Compute SELECT 12 % 3.
[ "Modulo.", "12%3=0.", "0." ]
computer_science
Answer: 0. Steps: 1. Modulo. 2. 12%3=0. 3. 0.
sql
UDP is connectionless.
{ "A": "TCP", "B": "HTTP", "C": "UDP", "D": "IP" }
cs_0419
multiple_choice
en
What is connectionless (case 2)?
[ "No handshake.", "UDP fits.", "Select option C." ]
computer_science
Answer: UDP. Steps: 1. No handshake. 2. UDP fits. 3. Select option C. Answer: (C)
networking
Count = 7.
null
cs_0420
worked_example
en
INSERT 7 rows into empty (case 2). Count?
[ "Start 0.", "Add 7.", "7." ]
computer_science
Answer: 7. Steps: 1. Start 0. 2. Add 7. 3. 7.
databases
FIFO evicts oldest.
{ "A": "FIFO", "B": "LIFO", "C": "LRU", "D": "Random" }
cs_0421
multiple_choice
en
Which evicts oldest page (case 4)?
[ "Queue order.", "Oldest first.", "Select option A." ]
computer_science
Answer: FIFO. Steps: 1. Queue order. 2. Oldest first. 3. Select option A. Answer: (A)
operating_systems
Inheritance reuses.
{ "A": "Loop", "B": "Recursion", "C": "Sorting", "D": "Inheritance" }
cs_0422
multiple_choice
en
Which reuses parent behavior (case 3)?
[ "Child extends.", "Gets methods.", "Select option D." ]
computer_science
Answer: Inheritance. Steps: 1. Child extends. 2. Gets methods. 3. Select option D. Answer: (D)
oop
factorial(8) = 40320.
null
cs_0423
worked_example
en
Compute factorial(8) (case 2).
[ "Expand.", "Product.", "40320." ]
computer_science
Answer: 40320. Steps: 1. Expand. 2. Product. 3. 40320.
algorithms
Master theorem solves divide-and-conquer recurrences quickly.
null
cs_0424
concept
en
What is the master theorem?
[ "Compare parts.", "Pick case.", "Gives Big-O." ]
computer_science
Answer: Recurrence solver. Steps: 1. Compare parts. 2. Pick case. 3. Gives Big-O.
complexity
A deque allows push and pop on both ends.
null
cs_0425
concept
en
What is a deque?
[ "Left right.", "O(1) ends.", "Flexible." ]
computer_science
Answer: Both ends. Steps: 1. Left right. 2. O(1) ends. 3. Flexible.
data_structures
x becomes [1, 2, 12].
null
cs_0426
worked_example
en
x=[1,2]; x.append(12). What is x?
[ "Start [1,2].", "Append 12.", "x=[1, 2, 12]." ]
computer_science
Answer: [1, 2, 12]. Steps: 1. Start [1,2]. 2. Append 12. 3. x=[1, 2, 12].
python
12%4 is 0.
{ "A": "1", "B": "2", "C": "0", "D": "4" }
cs_0427
multiple_choice
en
What does 12 % 4 give in JavaScript?
[ "Remainder.", "12%4=0.", "Select option C." ]
computer_science
Answer: 0. Steps: 1. Remainder. 2. 12%4=0. 3. Select option C. Answer: (C)
javascript
LENGTH is 6.
null
cs_0428
worked_example
en
Compute SELECT LENGTH('hello3').
[ "Count chars.", "'hello3'.", "6." ]
computer_science
Answer: 6. Steps: 1. Count chars. 2. 'hello3'. 3. 6.
sql
ARP maps IP to MAC.
{ "A": "IP to port", "B": "MAC to IP", "C": "Port to MAC", "D": "IP to MAC" }
cs_0429
multiple_choice
en
What does ARP map (case 3)?
[ "LAN lookup.", "IP to MAC.", "Select option D." ]
computer_science
Answer: IP to MAC. Steps: 1. LAN lookup. 2. IP to MAC. 3. Select option D. Answer: (D)
networking
Returned = 5.
null
cs_0430
worked_example
en
13 rows, WHERE matches 5 (case 3). Returned?
[ "Total 13.", "Match 5.", "5." ]
computer_science
Answer: 5. Steps: 1. Total 13. 2. Match 5. 3. 5.
databases
Copy-on-write shares pages until a write forces a copy.
null
cs_0431
concept
en
What is copy-on-write?
[ "Fork shares.", "Write copies.", "Saves memory." ]
computer_science
Answer: Share until write. Steps: 1. Fork shares. 2. Write copies. 3. Saves memory.
operating_systems
An abstract class cannot instantiate and defines required methods.
null
cs_0432
concept
en
What is an abstract class?
[ "No direct make.", "Subclass fills.", "Enforces API." ]
computer_science
Answer: Unfinished blueprint. Steps: 1. No direct make. 2. Subclass fills. 3. Enforces API.
oop
DP solves overlapping subproblems once and reuses answers.
null
cs_0433
concept
en
What is dynamic programming?
[ "Memo table.", "Bottom up.", "Optimal parts." ]
computer_science
Answer: Reuse subanswers. Steps: 1. Memo table. 2. Bottom up. 3. Optimal parts.
algorithms
200 vs 40000.
null
cs_0434
worked_example
en
O(n) vs O(n^2) n=200 (case 3). Steps?
[ "O(n)=200.", "O(n^2)=40000.", "Done." ]
computer_science
Answer: 200 vs 40000. Steps: 1. O(n)=200. 2. O(n^2)=40000. 3. Done.
complexity
A trie stores strings by shared prefixes for fast lookup.
null
cs_0435
concept
en
What is a trie?
[ "Char nodes.", "Share start.", "Word end." ]
computer_science
Answer: Prefix tree. Steps: 1. Char nodes. 2. Share start. 3. Word end.
data_structures
12%5 je 2.
{ "A": "3", "B": "4", "C": "2", "D": "5" }
cs_0436
multiple_choice
cs
Co vrátí 12 % 5 v Pythonu?
[ "Zbytek.", "12%5=2.", "Vyber možnost C." ]
computer_science
Answer: 2. Steps: 1. Zbytek. 2. 12%5=2. 3. Vyber možnost C. Answer: (C)
python
Math.floor(3.7) is 3.
null
cs_0437
worked_example
en
What does Math.floor(3.7) give?
[ "Round down.", "3.7 to 3.", "3." ]
computer_science
Answer: 3. Steps: 1. Round down. 2. 3.7 to 3. 3. 3.
javascript
MIN is 9.
null
cs_0438
worked_example
en
Compute SELECT MIN of (9,12).
[ "Compare.", "Smallest 9.", "9." ]
computer_science
Answer: 9. Steps: 1. Compare. 2. Smallest 9. 3. 9.
sql
Time = 3.5 s.
null
cs_0439
worked_example
en
Download 70 MB at 20 MB/s (case 2). Seconds?
[ "Size 70.", "Rate 20.", "3.5 s." ]
computer_science
Answer: 3.5. Steps: 1. Size 70. 2. Rate 20. 3. 3.5 s.
networking
Index speeds reads.
{ "A": "Deletes data", "B": "Drops table", "C": "Speeds reads", "D": "Stops DB" }
cs_0440
multiple_choice
cs
K čemu je index (případ 2)?
[ "Lookup aid.", "Faster.", "Select option C." ]
computer_science
Answer: Speeds reads. Steps: 1. Lookup aid. 2. Faster. 3. Select option C. Answer: (C)
databases
Thrashing is excess paging that stalls useful work.
null
cs_0441
concept
en
What is thrashing?
[ "Too few frames.", "Swap always.", "Throughput falls." ]
computer_science
Answer: Paging storm. Steps: 1. Too few frames. 2. Swap always. 3. Throughput falls.
operating_systems
Value = 8.
null
cs_0442
worked_example
en
Counter 7, inc() (case 2). Value?
[ "Start 7.", "Plus 1.", "8." ]
computer_science
Answer: 8. Steps: 1. Start 7. 2. Plus 1. 3. 8.
oop
A spanning tree connects all vertices with fewest edges.
null
cs_0443
concept
en
What is a spanning tree?
[ "V-1 edges.", "No cycles.", "Min variant." ]
computer_science
Answer: Connect all. Steps: 1. V-1 edges. 2. No cycles. 3. Min variant.
algorithms
Průměrná konstantní cena přes mnoho operací.
null
cs_0444
concept
cs
Co je amortizovaná složitost O(1)?
[ "Občas drahá.", "Většinou levná.", "Pole." ]
computer_science
Answer: Průměrná konstanta. Steps: 1. Občas drahá. 2. Většinou levná. 3. Pole.
complexity
Kruhová fronta obtáčí indexy.
null
cs_0445
concept
cs
Co je kruhová fronta?
[ "Hlava pata.", "Modulo.", "Pevná velikost." ]
computer_science
Answer: Obtočený buffer. Steps: 1. Hlava pata. 2. Modulo. 3. Pevná velikost.
data_structures
Result is [5, 6, 7].
null
cs_0446
worked_example
en
What does list(range(5,8)) give?
[ "From 5.", "To 7.", "[5, 6, 7]." ]
computer_science
Answer: [5, 6, 7]. Steps: 1. From 5. 2. To 7. 3. [5, 6, 7].
python
4+9 is 13.
null
cs_0447
worked_example
en
What does 4 + 9 give in JavaScript?
[ "Add.", "=13.", "13." ]
computer_science
Answer: 13. Steps: 1. Add. 2. =13. 3. 13.
javascript
Poddotaz je SELECT vnořený v jiném dotazu.
null
cs_0448
concept
cs
Co je poddotaz?
[ "Vnitřní běží.", "Vnější použije.", "Ve WHERE či FROM." ]
computer_science
Answer: Vnořený SELECT. Steps: 1. Vnitřní běží. 2. Vnější použije. 3. Ve WHERE či FROM.
sql
TCP otevírá spojením SYN, SYN-ACK a ACK.
null
cs_0449
concept
cs
Co je TCP handshake?
[ "SYN ven.", "SYN-ACK zpět.", "ACK potvrdí." ]
computer_science
Answer: Trojcestné otevření. Steps: 1. SYN ven. 2. SYN-ACK zpět. 3. ACK potvrdí.
networking
Remain = 9.
null
cs_0450
worked_example
en
Table has 14 rows, DELETE removes 5 (case 4). Remain?
[ "Start 14.", "Minus 5.", "9." ]
computer_science
Answer: 9. Steps: 1. Start 14. 2. Minus 5. 3. 9.
databases