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Risk Management Basics

Risk: Probability of loss or disruption, Asset: Item of value (e.g., data, systems), Threat: Entity exploiting a weakness., Vulnerability: Weakness that can be exploited., Risk Management: Identifying, evaluating, reducing, or accepting risks.

Types of Threat Actors

Script Kiddie: Uses pre-written code, lacks technical skill, wants fame, Hacktivist: Politically motivated, defaces sites or networks, Nation State/APT: Government-backed, highly sophisticated, Organized Crime:

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Dbmssss

1] Explain some Database applications. Explain advantages and disadvantages of database system.???

A database application is software used to store, manage, and access data easily.

👉 Examples:

1. Banking – stores customer and transaction details.

2. E-commerce – manages products, orders, and user info.

3. Hospitals – keeps patient records and doctor schedules.

4. Schools – stores student marks and attendance.

5. Airlines – handles bookings and flight details.

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L10 – Reliable Transfer and Connection Management

TCP Reliable Transfer:

  1. Sequence Number

  • Each byte of data is assigned a sequence number. This number is used by the receiver to correctly order the data and ensure there are no missing segments

  1. Acknowledgements

  • The receiver sends back an ACK to the sender for the sequence number of the next expected byte. If the sender receives the Ack before its timer expires, it knows everything up to that byte was received correctly.

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Structures programming

Programming Languages: Chapter 1 Cheat Sheet


1. Why Study PL Concepts?

  • Expressiveness: Leverage diverse language features

  • Selection: Match language to task (e.g., LISP for AI, PHP for web)

  • Learning: Foundations ease uptake of new languages

  • Efficiency: Choose constructs (recursion vs. iteration) for performance

  • Maintenance: Better code reuse and understanding


2. Programming Domains & Typical Languages

Domain Focus Language Example
Scientific Floating‑point computations
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Agriculture and Industry of Slovakia

Agriculture :

  • Primary sector of economy (agriculture, forestry, mining, fishing)

Produces:

  • Food for the population
  • Raw materials for industry

History:

  • Beginningof 20. century: 60% of population made a living by agricultural production 
  • 1949 – collectivization of agricultural production (state property)
  • 1970s – agricultural cooperatives (poľnohosp. družstvá)
  • 1989 – dissolution of agricultural cooperatives– land and property began to be returned to original owners (or descendants)
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Enfermedades

Estomatitis vesicular.  ( Mal de tierra , Mazamorra)

Etiología

Virus: Rhabdoviridae , género Vesiculovirus

Serotipos: Nueva Jersey e Indiana

Formato: bala , 180 x 75 nm

Zoonótica → en humanos da síntomas gripales

Afecta: bovinos, equinos, porcinos (raras veces: ovejas, cabras, llamas)

Endémica: América Central, del Sur y México

No existe fuera del hemisferio occidental

Transmisión

Contacto directo con animales lesionados

Insectos hematófagos Mosca negra - Mosca de arena 

Prevalencia

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AI&ML

Introduction to Pandas

Pandas is a powerful and flexible Python library used for data manipulation, analysis, and cleaning. It is suitable for handling different kinds of data, such as:

  • Tabular data with heterogeneous columns (different types of data in a single dataset).
  • Ordered & unordered time-series data (data arranged based on time or random order).
  • Arbitrary matrix data with row & column labels.
  • Unlabeled data, making it useful for raw statistical data processing.


Essential Pandas

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emerging technology

1. Three Measurable Challenges Technology Poses to Traditional Banking Systems (with focus on Blockchain & Security):

  • Decentralization vs Centralization: Blockchain allows peer-to-peer transactions without a central authority, challenging traditional banks’ role as intermediaries.

  • Security & Privacy: Technologies like blockchain use cryptography and distributed ledgers, reducing fraud and enhancing data protection, posing a challenge to banks relying on legacy systems.

  • Speed

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calculus

Slope‑intercept form of a line: y = m x + b Point‑slope form of a line: y – y₁ = m (x – x₁) Standard form of a line: A x + B y = C Rate of change (slope): Δy/Δx = (y₁ – y₂)/(x₁ – x₂) Quadratic equation: a x² + b x + c = 0 Quadratic formula: x = [–b ± √(b² – 4 a c)]/(2 a) Sphere surface area: SA = 4 π r² Sphere volume: V = (4/3) π r³ Cone surface area: SA = π r (r + h) Cone volume: V = (1/3) π r² h Trapezoid area: A = ½ (b₁ + b₂)

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