Introduction

According to Unicef (2021):

  • Globally, a child dies of pneumonia every 39 seconds.

Chest X-rays are primarily used for the diagnosis of this disease. However, even for a trained radiologist, it is a challenging task to examine chest X-rays.

To solve this, deep learning (DL), a branch of machine learning (ML)…


Introduction

Tanzania is the largest country in East Africa within the African Great Lakes region, with a population of 59 millions people. Like many poor nations around the world, Tanzania suffers from serious issues involving not having access to clean water. According to water.org statistics, 4 million people in Tanzania lack access to an improved source of safe water, and 30 million don’t have access to improved sanitation. According to Tanzania National Website, water-borne illnesses, such as malaria and cholera “account for over half of the diseases affecting the population,” because people don’t have access to sanitary options (Shore, n.d.).

Using…


INTRODUCTION

The real estate industry plays an integral role in the U.S. economy. The US real estate market now stands at $33.6 trillion, which is equal to the combined GDP of the U.S. and China, the two largest economies of the world (Lynkova, 2021).

Purchasing and selling a house is among the biggest commitments and a great source of income for most people. Therefore, accurate prediction of prices based on other sale data can be a critical tool to assist the buyer/seller in making an informed decision.

For this project, we will investigate King County dataset. King County is located in…


I. Introduction

Film entertainment is big business in the United States and it was estimated that the film entertainment business generated $35.3B in revenue in 2019 (Watson, 2020). The United States is among the biggest film industries in the world in general but also in terms of tickets sold per year, ranking behind China and India.

Microsoft sees all the big companies creating original video content, and they want to get in on the fun. They have decided to create a new movie studio, but the problem is they don’t know anything about creating movies. They have hired Flatiron Data Science team…

Bao Tram Duong

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