Implementing the Data Science Pipeline Locally Machine Learning (Ml) IT Assignment Help
- Country :
Australia
Assignment Task
Implementing the Data Science pipeline locally
Objective In this assignment, you will be provided with a real-world dataset and you are required to implement the whole pipeline of building a data science system on-premises and on-cloud. This includes understanding the business problem, exploring the data, feature engineering, modelling and deployment. Introducing the business scenario You work for a travel booking website that wants to improve the customer experience for flights that were delayed. The company wants to create a feature to let customers know if the flight will be delayed because of weather when they book the flight to or from the busiest airports for domestic travel in the US. You are tasked with solving part of this problem by using machine learning (ML) to identify whether the flight will be delayed because of weather. You have been given access to the dataset about the on-time performance of domestic flights that are operated by large air carriers. You can use this data to train an ML model to predict.
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