Data Science Fundamentals
Assignment : Data Science Fundamentals (CETM24)
Assignment for Assessment 001 (30%),
Deadline for submission: 21 December 2018 at 23:55 pm (UK Time)
Introduction:
Kaggle.com conducted an industry-wide survey to establish a comprehensive view of the state of data science and machine learning. They received over 16,000 responses and learned a ton about who is working with data, what’s happening at the cutting edge of machine learning across industries, and how new data scientists can best break into the field. You study on the Kaggle report on the State of Data Science and Machine Learning, and the associated data, which are available at:
The Report: https://www.kaggle.com/surveys/2017
The Data: https://www.kaggle.com/kaggle/kaggle-survey-2017/data
Your task is to write a report, (1) to summarise your study on the Kaggle’s industry survey report and the data, (2) to explore the methods used for generating the report at https://www.kaggle.com/kaggle/kaggle-survey-2017/kernels, (3) to propose your study plan on the Kaggle data, and outline a full lifecycle of data analytics for Kaggle data (Refer to the marking scheme below)
Outline of the report:
Title
Author
Abstract
Background, Characteristics of the data, what insights you gained from the data analytics results presented on https://www.kaggle.com/kaggle/kaggle-survey-2017/
The methods used in generating kaggale report.
The proposal of your study, including what questions/problem you are interested in studying, what methods you are considering. Provide justification on your proposed study.
Conclusion
References (using Harvard referencing system)
Appendixes:
Risk assessment on your study.
Study plan (weekly plan).
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