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# Assignment 5 : Logistic Regression
# Upload Dataset
from google.colab import files
uploaded = files.upload()
# Import Libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import StandardScaler
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import confusion_matrix
# Load Dataset
data = pd.read_csv("Social_Network_Ads.csv")
print("First 5 Records"
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Security fr

Six phases/security concerns
Recruitment: The organization checks the applicant’s qualifications, references, and background before hiring. The security concern is reducing insider threats and hiring trustworthy employees.
Onboarding: The employee is officially added to company systems such as payroll and benefits. The security concern is making sure organizational policies and agreements are properly completed.
User provisioning: The employee receives accounts, devices, badges, and system access

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inglisc

A pro forma invoice is a sales document that is issued by the seller, or exporter, before the goods are delivered. It has no fiscal value and the buyer isn't required to pay the amount listed. It is only used as a quotation which the buyer needs for a customs declaration in international shipping or to obtain an import licence - a governmental document that allows the importer to bring the goods into their country. A commercial invoice is a legal document issued by the seller after the goods have

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cnc paper

Feature NC Machine CNC Machine DNC Machine
Full Form Numerical Control Computer Numerical Control Direct Numerical Control
Control Method Controlled by punched tape/cards Controlled by onboard computer Controlled by central computer network
Program Storage External tape storage Stored in machine memory Stored in central computer
Editing of Program Difficult Easy editing possible Very easy and centralized editing
Flexibility Less flexible More flexible Highly flexible
Accuracy Moderate
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bcdlt

Ethereum is a decentralized, open-source blockchain platform used for executing smart contracts and developing decentralized applications (DApps). It was proposed by Vitalik Buterin in 2013. Ethereum extends blockchain functionality beyond cryptocurrency by providing a programmable platform. Architecture of Ethereum 1. Blockchain Layer: Ethereum maintains a distributed ledger where all transactions and smart contract data are stored in blocks connected cryptographically. Every node maintains a copy

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phycology

 2: Air Pressure and Atmospheric Circulation

Air Pressure

  • Force exerted by the weight of air on Earth's surface.
  • Measured by barometer.
  • Standard sea-level pressure = 1013.25 mb (hPa).

Factors Affecting Air Pressure

  1. Temperature
  2. Altitude
  3. Water vapour
  4. Earth's rotation

Pressure Belts

Latitude Belt
Equatorial Low (Doldrums)
30° Subtropical High (Horse Latitudes)
60° Subpolar Low
90° Polar High

Memory Trick

0 Low → 30 High → 60 Low → 90 High

Forces Affecting Winds

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Esddddd

Heat exchange and networking 1. Heat exchanger is a device used to transfer heat from one fluid to another without direct mixing of fluids. 2. In a heat exchanger, hot fluid loses heat while cold fluid gains heat. 3. Heat exchangers are widely used in chemical, petroleum, food and power industries. 4. Common types of heat exchangers are shell and tube, double pipe and plate heat exchangers. 5. Heat exchangers help in heating, cooling, condensation and evaporation processes. 6. Heat exchangers improve

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Repair and rehabilitation

UNIT-01

Q.1&2. Brief about the physical deterioration of concrete. Ans:- 1)Physical deterioration of concrete refers to the damage or reduction in strength of concrete due to physical actions such as temperature changes, abrasion, erosion, and moisture variation. It affects the durability and service life of structures.2)Freeze-thaw action is one of the major causes of deterioration in cold regions. Water inside concrete pores freezes and expands, causing cracks and surface scaling.3)Abrasion

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Cog Psych

MULTITASKING: Performance decreases when doing multiple tasks simultaneously. Practice can improve but doesn't eliminate costs. Task switching has costs (time to reconfigure mental set). Multiple demand system: network of brain regions activated during diverse cognitive tasks. FEATURE INTEGRATION THEORY:Early processing: features (color, shape) detected automatically in parallel. Later processing: features must be bound together by attention (serial). Explains binding problem - how brain combines

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