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Ratnakant Vispute's Projects

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What are the things that a potential home buyer considers before purchasing a house? The location, the size of the property, vicinity to offices, schools, parks, restaurants, hospitals or the stereotypical white picket fence? What about the most important factor — the price? Now with the lingering impact of demonetization, the enforcement of the Real Estate (Regulation and Development) Act (RERA), and the lack of trust in property developers in the city, housing units sold across India in 2017 dropped by 7 percent. In fact, the property prices in Bengaluru fell by almost 5 percent in the second half of 2017, said a study published by property consultancy Knight Frank. For example, for a potential homeowner, over 9,000 apartment projects and flats for sale are available in the range of ₹42-52 lakh, followed by over 7,100 apartments that are in the ₹52-62 lakh budget segment, says a report by property website Makaan. According to the study, there are over 5,000 projects in the ₹15-25 lakh budget segment followed by those in the ₹34-43 lakh budget category. Buying a home, especially in a city like Bengaluru, is a tricky choice. While the major factors are usually the same for all metros, there are others to be considered for the Silicon Valley of India. With its help millennial crowd, vibrant culture, great climate and a slew of job opportunities, it is difficult to ascertain the price of a house in Bengaluru.

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We have extracted features of breast cancer patient cells and normal person cells. As a Machine learning engineer / Data Scientist has to create an ML model to classify malignant and benign tumor. To complete this ML project we are using the supervised machine learning classifier algorithm.

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The Financial Technology company (Fin-Tech Company) launch there a mobile app. This app used for financial purposes like bank loans, savings, etc. in one place. It has two versions free and premium. The free version app contains basic features and customer wants to use the premium feature then they have to pay some amount to unlock it.The main goal of the company is to sell the premium version app with low advertisement cost but they don’t know how to do it. That’s a reason they are provided the premium feature in the free version app for 24 hours to collect the customer’s behavior. After that, the company hired the Machine Learning Engineer to find insight from the collected data (customer’s behavior). The job of the ML engineer is to find or predict new customer who is interested to buy the product or not. If the customers will buy a product anyway so no need to give an offer to that customer and loss the business. Only give offers to those customers who are interested to use premium version app but they can’t afford its cost. So the company will give offers to those customers and earn more money.

imdb-movie_rating_ icon imdb-movie_rating_

the data for the 100 top-rated movies from the past decade along with various pieces of information about the movie, its actors, and the voters who have rated these movies online. In this assignment, you will try to find some interesting insights into these movies and their voters, using Python.

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