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"Welcome to my blog, where I, Sandeep Giri, share my passion for the Tech World. Join me on an exciting journey as we explore the latest trends, innovations, and advancements in the world of technology."

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Linear Regression- Details

  Linear Regression: Linear regression is a statistical regression method which is used for predictive analysis. It is one of the very simple and easy algorithms which works on regression and shows the relationship between the continuous variables. It is used for solving the regression problem in machine learning. Linear regression shows the linear relationship between the independent variable (X-axis) and the dependent variable (Y-axis), hence called linear regression. If there is only one input variable (x), then such linear regression is called  simple linear regression . And if there is more than one input variable, then such linear regression is called  multiple linear regression . The relationship between variables in the linear regression model can be explained using the below image. Here we are predicting the salary of an employee on the basis of  the year of experience . Below is the mathematical equation for Linear regression: Y= aX+b   Here,...
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đź”°VOCABULARYđź”°

1. OBFUSCATE (VERB): (उलझाना): confuse  Synonyms: baffle, bewilder  Antonyms: clarify, explicate  Sentence:- The new rule is more likely to obfuscate people than enlighten them.  2. BRINK (NOUN): (कगार): fringe  Synonyms: periphery, threshold  Antonyms: center, middle  Sentence:- This woman could bring me to the brink of insanity.  3. INTERMITTENT (ADJECTIVE): (सविराम): irregular  Synonyms: fitful, infrequent  Antonyms: regular, frequent  Sentence:- The holiday lights are intermittent and flicker on and off constantly.  4. HERALD (NOUN): (अग्रदूत): messenger  Synonyms: adviser, bearer  Antonyms: pupil, student  Sentence:- A herald sent forward to announce the coming of a king.  5. INSULAR (ADJECTIVE): (संकुचित ...
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UPSC ,PSC MCQ

. Khajuraho Temples are dedicated to which of the following religion? 1.     Hinduism 2.     Jainism 3.     Buddhism Select the correct code: a     1 and 2 b     2 and 3 c      1 and 3 d     All of the above  Explanation: ✍Solution (a) It is a group of Hindu and Jain Temples in Madhya Pradesh build by Chandela Dynasty between 950 and 1050 AD. They are UNESCO World heritage Site. The temples are famous for their nagara-style architectural symbolism and their erotic sculptures. The largest temple at Khajuraho is the Kandariya Mahadeva temple which is attributed to king Ganda. The 10th century Bhand Deva Temple in Rajasthan was built in the style of the Khajuraho monuments and is often referred to as 'Little Khajuraho 🖊Which of the following statements is/are true about Socotra Island? 1. The island is part of Somalia, AfricA. 2. T...
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UPSC Notes

Solutions For Stubble burning Recommended Solutions For Stubble burning Stubble Burning near NCR regionSubsidies on Machines for clearing fieldsZero tolerance policy to stubble burningStubble should be converted into biofuels and fertilisersThere must also be a sense of proportion, as 80% of the atmospheric pollution in Delhi in winter draws from sources other than burning stubble.Given Delhi’s geography, low wind speeds and a spike in local pollution (from vehicles, biomass burning, firecrackers, etc.) raise the particulate matter count dramatically during winter. To be effective, the fight against pollution must necessarily be broad-basedneed of increased awareness and social movementfavoring electric mobilitydemotivate personal vehicles with stricter road pricing mechanisms
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