Simple Statistical Analysis in machine learning with Python ( I am using Anaconda Spyder IDE)

Cancelled Posted 5 years ago Paid on delivery
Cancelled Paid on delivery

Dataset: Retail Sales (Spreadsheet is included)

3 Tasks :

I need working code that works for the following tasks:-

1) At least 3 INSIGHTS for Regression (Linear/Non-Linear whatever is applicable). Looking for complex and interesting insights. No simple one liner solutions please. I am using Anaconda Spyder IDE. Regression can be done on any column in the spreadsheet that is applicable. Once the task is done, I need just the code that works to find the right insights and visualize the data using matplotlib ).

Ex: which client has made max purchases in the month of Jan, xxxx

what are the predictions for next month based on sales so far.

2) 3 INSIGHTS for Clustering (K-means - Looking for complex and interesting insights. No simple one liner solutions please. Use your best knowledge and perform any column that is suitable. Once the task is done, I need just the code that works to find the right number of clusters and visualize the data using matplotlib).

Analyze which columns would be better for clustering, by customer id, product, date ???

3) 3 INSIGHTS for Classification (Decision Tree - Looking for complex and interesting insights. No simple one liner solutions please. Classify the data based on any column that makes sense. Once the task is done, I need just the code that works to find the right categories to classify the data and visualize the data using matplotlib).

Analyze into how many categories the information can be classified.

** Only serious candidates reply please.

Machine Learning (ML) Python Statistical Analysis Statistics

Project ID: #18242705

About the project

7 proposals Remote project Active 5 years ago

7 freelancers are bidding on average £164 for this job

uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machin More

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davidngo817

Hello, dear! I am interested in your project. I have extensive experience in data analysis such as classification and clustering, feature selection, dimensional reduction, time series analysis, data forecasting, miss More

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NovaSofts

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eng400

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engineeringexp

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dangphap

Hello, If I understood your requirements right you are asking to describe and visualize the data in some smart ways so that it give you hints about the hypothesis for your algorithm? I could help you do that. I a More

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frederickauthur

I am interested in data science/analytics and in particular the application of machine learning and data mining for big data to solve the real-world problems. - Skilled in programming languages such as Python (Panda More

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