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Data analytics example (showcase)

Hello

we need a fully working demonstration example in the field of big data and data analytics, implemented in MATLAB or PYTHON (in Jupyter Notebook).

There is no restriction to the dataset used in this demonstration example, but it should be a real-life dataset (preferably from Kaggle or similar sites) and it should provide some business challenges that will be solved using some data processing and classification methods. Toy datasets, such as Iris dataset, etc. should be avoided. Showcases with customer-related data or data from automobile industry will be preferred.

This demonstration example should have specific targets, such as customer prediction, market analysis, sales predictions, etc. It should NOT include text analytics or sentiment analysis.

Methods and tasks that should be demonstrated through processing the dataset are:

- Data understanding (with plots/visualizations where possible)

- Data pre-processing, data cleansing, etc. (with plots/visualizations where possible)

- Data preparation for clustering/classification and machine learning (with plots/visualizations where possible)

- Data clustering and classification for better understanding the dataset or extracting some useful reasults

- (Simple) feature engineering for Machine Learning, Random Forests, or similar methods (with plots/visualizations where possible)

- Value predictions using Machine Learning, Random Forests, or similar methods (no model-tuning required) (with plots/visualizations where possible)

The applied methods are not pre-defined, so you can select by yourself. However, we will prefer showcases with sophisticated methods and good reasoning. Emphasis should be given in classification and prediction methods.

The accuracy of the above-mentioned results is not so important in this case. However, the results should be verified for demonstration purposes (e.g. using error measures such as RMSLE, precision/recall, etc.).

The candidate with the best showcase will be highly considered for our big data project, which will start in a short time.

Payment will be done after evaluating the showcase.

Thank you.

Kĩ năng: Big Data Sales, Khai thác dữ liệu, Machine Learning, Matlab and Mathematica, Python

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Về Bên Thuê:
( 0 nhận xét ) Switzerland

ID dự án: #16518489

16 freelancer đang chào giá trung bình €36 cho công việc này

shivampanchal

I have a good hands on working with Advanced Excel, R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Application. My ar Thêm

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schoudhary1553

Hi there..... Warm Greetings We came along with your request for Data analytics example and we reviewed your project description. We'd like to help you with confidence and satisfying results... We have profess Thêm

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rutvikparmar

I am a data scientist and have experience with machine learning and statistical analysis of data using R and Python. I have read your description and understood your requirements. Please contact for more details. I als Thêm

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AhmedSalahA

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mzlst50

matlab expert and data scientist. please see the completed projects and my client review. matlab expert and data scientist. please see the completed projects and my client review.

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3.3
Baibsma

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ibekouche

I am a professional python developer at BIG MAMA with 5 years of experience in this field if you want contact me for more info

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1.6
ShreyOstwal

A proposal has not yet been provided

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SamreenKhan11

Fully commented code of Python will be delivered based on all the instruction that you have provided.

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vgautam99

I was working with different classification algorithm from last 6 month and did some good projects that were really good and challenging, Now i am looking for some freelancer work to start my career and get some money. Thêm

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Abhishek30071990

Already have the project and seminar ready just need to refine according to your need.

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asrar60

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