DATA SCIENCE

Q1. The Central Limit Theorem (CLT) is one of the most important principles in statistics. It states that when we take many random samples from any population—no matter what the population’s original distribution looks like—the distribution of the sample means will approach a normal (bell-shaped) distribution as the sample size becomes large enough (usually n ≥ 30). This happens even if the population itself is not normally distributed. The CLT helps us understand that the average of a large

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niemiec

chaotisch – chaotyczny | diplomatisch – dyplomatyczny | freundlich – przyjazny | kommunikativ – komunikatywny | kooperativ – współpracujący | kreativ – kreatywny | lernwillig – lubiący się uczyć | schüchtern – nieśmiały | teamfähig – lubiący pracę w zespole | geduldig – cierpliwy | ungeduldig – niecierpliwy | motiviert – zmotywowany | unmotiviert – zdemotywowany | vergesslich – zapominalski | Angst vor neuen Situationen haben – obawiać się nowych sytuacji...

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ksijs

1. Análise SWOT – Apple Inc.

Forças (Strengths):

1. Forte reputação e marca global: A Apple é sinónimo de inovação, qualidade e design premium, o que lhe permite praticar preços elevados e fidelizar clientes.

2. Ecossistema integrado de produtos e serviços: A ligação entre hardware, software e serviços (iPhone, Mac, iCloud, Apple Music, etc.) cria uma experiência única e aumenta a dependência do consumidor.

Fraquezas (Weaknesses):

1. Preços elevados: Os produtos Apple são caros,...

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sssss

ما هي الأخطاء التي قد يقع فيها الباحث أثناء قيامه بتلخيص وعرض الدراسات السابقة؟

الإجابة:

  • مراجعة الدراسات السابقة بسرعة كبيرة: تعد مراجعة الدراسات السابقة بسرعة كبيرة من أكثر الأخطاء شيوعاً، وذلك لأنها تفوت على الباحث معلومات قد يمر عليها بسرعة ولا ينتبه لأهميتها، لذلك يجب

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C386 CHEATS

Kali Linux — Lesson 1-2 Cheat Sheet

System Info & Navigation

Concept Command / Info Key Point
OS Info uname -a Show kernel, version, arch
List files ls, ls -l, ls -als -l = detailed, -a = show hidden
Manual man <cmd> View command help
Clear screen clear Same as cls in Windows
Current dir pwd Show current directory
Move dirs cd, cd .., cd ~ Move / go up / go home
Make dir mkdir <dir> Create folder
Rename / Move mv <src> <dst> Rename or move files
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INSSSSS

S/MIME is a standard for secure email communication that provides authentication, message integrity, non-repudiation, and privacy using encryption and digital signatures.
Its main functions are:
1. Enveloped Data
Provides confidentiality.
The message is encrypted with the recipient’s public key so only the intended receiver can decrypt.
2. Signed Data
Provides authentication & integrity.
The sender’s private key is used to digitally sign the message; receiver verifies with sender’s public
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4250 Midterm

FORTRAN: FORmula TRANslation; scientific computing (arrays, loops, floats); Ideas - compiled code for speed; DO loop; subprograms; formatted I/O. Legacy: foundation of scientific programming.

ALGOL 60: ALGOrithmic Language; First machine-independent language; Introduced: block structure, recursion, BNF, format types, compound statements (begin...end); Legacy: basis for imperative languages

COBOL: COmmon Buisness-Oriented Language; buisness/data preprocessing; English-like syntax, records,

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exam 2

1. Taxes, Subsidies, and Deadweight Loss (DWL)

This topic analyzes how government intervention (taxes or subsidies) affects market equilibrium, consumer surplus (CS), producer surplus (PS), and total efficiency (DWL).

Key Formulas & Concepts

  • Tax Wedge: A tax ($\tau$) drives a wedge between the price buyers pay ($P_d$) and the price sellers receive ($P_s$).

    • $P_d = P_s + \tau$

    • The new equilibrium quantity ($Q_t$) is found where $Q_d(P_d) = Q_s(P_s)$.

  • Subsidy Wedge: A subsidy ($s$)

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niemiecki 2

Guten Tag! — Dzień dobry!                   

Grüß dich! — Witaj!

Hallo! — Cześć!                                                                                  

Hi! — Hej!

Servus! — Cześć!

Auf Wiedersehen! — Do widzenia!

Bis bald! — Do zobaczenia!

Bis morgen! — Do jutra!

Mach’s gut! — Trzymaj się!

Tschüss! — Cześć! (na pożegnanie)

buchstabieren — literować

sagen — powiedzieć

schreiben — pisać

(nicht)

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