Concluído

Machine Learning - Advanced Decision Making

PROJECT DESCRIPTION

The delivery of this piece requires competence in using machine learning using R. You will have to choose what it is you are trying to ‘predict’ (we can discuss this) through clustering or classification, or indeed by use of the time series. So be clear about your analytical objective and remember you have to compare more than one technique in coming to an answer

You will be required to carry out and compare two methods of supervised and/or unsupervised learning or temporal forecasting in order to achieve a best possible result from the analysis.

The report should provide the reader with a clear understanding of the background and theoretical positions underscoring the analysis, a justification for the form of analysis undertaken and techniques used, and an evaluation and presentation of the results. There should be a bibliography set out according to accepted academic conventions.

Your report should include the following sections:

• A title;

• An abstract;

• An introduction including an explanation of the background to the topic and review of relevant literature;

• A critical summary of your methodological approach;

• A description of your data sources and what the data consist of (exploratory analysis);

• A presentation of your ML analysis, outcomes and their evaluation or sensitivity analysis;

• A concluding discussion of the findings, a critical reflection/comparison of the techniques used;

• A list of references in Harvard style;

• An appendix of R scripts for key parts of your analysis

Therefore, the deliverable include;

1. Original data set plus all adaptations - Original dataset will be provided

2. R Script for entire process with adequate commentary describing every stage

3. Report (5000 words maximum excluding references)

Habilidades: Machine Learning (ML), Linguagem de Programação R

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Acerca do Empregador:
( 14 comentários ) Haywards Heath, United Kingdom

ID do Projeto: #13606054

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gaurav67890

Greeting!My name is Gaurav Sharma and I am data science enthusiast.I would love to discuss your project with you. I have expertise in R with over 2 years of experience and participated in many online competitions by Mais

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aditya357

I have a strong background of theoretical statistics and probability theory.I graduated from Indian Institute of Technology, Kharagpur in 2016. I have experience of implementing Factor Analysis, Principle Components Mais

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prajwalbhatt

Hello, I am Prajwal Bhatt, a pre-final year student at IIT Roorkee. I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. Mais

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wangbeizou

Hello. How are you. I have read and understood the project. I have strong knowledge in Probability & Statistics and Machine learning. And I'm expert in R, Matlab, Python etc. I'm interested this project. So, fi Mais

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sortegamartinez

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