May 23, 2022

Machine Learning--Insurance Prediction

Read More on GitHub… Our client is an Insurance company that has provided Health Insurance to its customers now they need your help in building a model to predict whether the policyholders (customers) from the past year will also be interested in Vehicle Insurance provided by the company. An insurance policy is an arrangement by which a company undertakes to provide a guarantee of compensation for specified loss, damage, illness, or death in return for the payment of a specified premium.

May 9, 2022

USA Movie View Analysis

Read More on GitHub… USA Movie View Analysis This repo goes along with my video “Solving real world data science tasks with Python BeautifulSoup! In this video we scrape Wikipedia pages to create a dataset on Disney movies. The video is formatted with tasks for you to try to solve on your own throughout. For the best learning experience, at each task you should pause the video, try the task on your own, and then resume when you want to see how I would solve it.

May 5, 2022

Automobile Customer Analysis

Read More on GitHub… Description: An automobile company has plans to enter new markets with their existing products (P1, P2, P3, P4 and P5). After intensive market research, they’ve deduced that the behavior of new market is similar to their existing market. In their existing market, the sales team has classified all customers into 4 segments (A, B, C, D ). Then, they performed segmented outreach and communication for different segment of customers.

May 4, 2022

Machine Learning: Fake News Prediction

Read more on GitHub… In an era where fake WhatsApp forwards and Tweets are capable of influencing naive minds, tools and knowledge have to be put to practical use in not only mitigating the spread of misinformation but also to inform people about the type of news they consume. Development of practical applications for users to gain insight from the articles they consume, fact-checking websites, built-in plugins and article parsers can further be refined, made easier to access, and more importantly, should create more awareness.

May 3, 2022

Machine Learning: Diabetes Analysis Prediction

Read more on GitHub… What is Diabetes? Diabetes is a chronic disease that occurs when the pancreas is no longer able to make insulin, or when the body cannot make good use of the insulin it produces. Learning how to use Machine Learning can help us predict Diabetes. Let’s get started! About this project : The objective of this project is to classify whether someone has diabetes or not. Dataset consists of several Medical Variables(Independent) and one Outcome Variable(Dependent) The independent variables in this data set are :-‘Pregnancies’, ‘Glucose’, ‘BloodPressure’, ‘SkinThickness’, ‘Insulin’,‘BMI’, ‘DiabetesPedigreeFunction’, ‘Age’ The outcome variable value is either 1 or 0 indicating whether a person has diabetes(1) or not(0).

April 12, 2022

Machine Learning: Sentiment Analysis - Customer Reviews

Read More on GitHub… Power Vizs… Sentiment Analysis: the process of computationally identifying and categorizing opinions expressed in a piece of text, especially in order to determine whether the writer’s attitude towards a particular topic, product, etc. is positive, negative, or neutral.