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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,...

Facebook accqure the new E-Commerce bussiness.

1. Wipro appoints Abid Neemuchwala as COO i. India's third largest IT services exporter Wipro Ltd. announced the appointment of appointment of former TCS top executive Mr. Abid Ali Neemuchwala as the Group President and Chief Operating Officer of the company. ii. Mr Neemuchwala was heading the Business Process Services globally. iii. Apart from this he was also involved in several leadership roles during his 23-year-long career with TCS. 2. Facebook acquires The Find e-commerce search engine i. Facebook has acquired The Find, a nine-year-old company with a search engine that indexes products across thousands of e-commerce sites. ii. That probably means the ads Facebook users see will be more relevant to products they’ve been browsing and buying online, perhaps highlighting local retailers. One of The Find’s features is that it attempts to mix online and local stores and says its results are based on “your social profile.” iii. For Facebook, the technolog...

The DNA Technology (Regulation) Bill

Recently, the DNA Technology (Regulation) Bill was introduced in the Lok Sabha to regulate the use of DNA technology for establishing the identity of a person. What are the provisions of the bill? 1. Establishment of National and Regional DNA Data Bank. 2. Every data bank would have indices such as the crime scene index, suspects’ or undertrials’ index, offenders’ index, missing persons’ index and unknown deceased persons’ index. 3. Establishment of DNA Regulatory Board which accredits labs analysing DNA samples. 4. Written consent by individuals is mandatory before collection of their DNA samples and creating a DNA profile of an individual. 5. However, consent is not required for offences with punishment for more than seven years in jail or death. Deletion of DNA profile from Data banks: 1. DNA profiles of the suspect may be removed on the filing of a police report or court order. 2. DNA profiles of undertrials may be removed based on a court orde...

Daily GK Update:3rd September 2016

1. India and Vietnam sign 12 agreements to boost bilateral ties India and Vietnam have signed 12 agreements for cooperation in areas like defence, IT, space, double taxation and sharing white shipping information, signaling a strong upward push in their strategic ties. The agreements were signed by the two sides officials in presence of PM Narendra Modi and his Vietnamese counterpart Nguyen Xuan Phuc . India will provide $500 million credit line for Vietnam for defence cooperation. India also offered a grant of $5 million to set up a software park in Vietnam. Modi is the fourth Indian Prime Minister to visit Vietnam during the past about 50 years. National & International Appointment 2. Dr. K K Aggarwal elected National President of IMA Cardiologist Dr.K K Aggarwal has been elected as the National President of the I...

🔰STORY OF THE DAY🔰

🔰The Poor Man’s Wealth🔰 Ramchand and Premchand were neighbors. Ramchand was a poor farmer. Premchand was a landlord. Ramchand used to be very relaxed and happy. He never bothered to close the doors and windows of his house at night. He had deep sound sleeps. Although he had no money he was peaceful. Premchand used to be very tense always. He was very keen to close the doors and windows of his house at night. He could not sleep well. He was always bothered that someone might break open his safes and steal away his money. He envied the peaceful Ramchand. One day, Premchand call Ramchand and gave him a boxful of cash saying, “Look my dear friend. I am blessed with plenty of wealth. I find you in poverty. So, take this cash and live in prosperity.” Ramchand was overwhelmingly happy. He was joyful throughout the day. Night came. Ramchand went to bed as usual. But, to-day, he could not sleep. He went and closed the doors and windows. He still could not ...

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