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Python ML analysis (easy to understand)

Data set of 2000 rows * approximately 97 variables to discover best prediction algorithms (Logistic regression, KNN, SVM, random forest classifier etc) to one target (household income quantile). This analyis should be coded on an easy to understand Ievel for entry level students. See attached files.

Beware that both files from 2014 and 2017 have different variables that mean the same. Ie. 2014 column for emergency funds has 4 variables with "1 very possible", "2 somewhat possible" and "3 not very possible" and "4 not at all possible". While same column for 2017 data are either "possible" or "not possible". Therefore pls summarize 1 and 2 of 2014 year into "possible", 3 and 4 into "not possible". Same for "1 Female" and "Female".

Explain why certain NA columns should be disregarded, and where filling of NA with most frequent etc makes sense. OK to work with 30 of most meaningful columns. Cleansing of data is therefore 40% of the work.

30% of work is description of variables with highest correlations to the target (household income quartile), histograms and key statistics/distplots with graphs and short explanations. Please label graphs with X and Y axis.

Last 30% of work are best prediction algorithms (Logistic regression, KNN, SVM, random forest classifier etc) to one target (household income quantile) by splitting data into test and train.

The result needs to be in .ipynb notebook format and Excel xls. Notebook needs to explain in plain English with # why steps where taken and what the results are.

If you have experience to teach ML to entry level students without overcomplicating coding, you are the person I am looking for.

Kĩ năng: Python, Phân tích thống kê, Machine Learning (ML), Statistics, Khai thác dữ liệu

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( 0 nhận xét ) Baretswil, Switzerland

ID dự án: #20837356

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Kromel

Dear sir or madam, I am an experienced Machine Learning Engineer. I have delivered various ML solutions, which were successfully taken to production. I know how to put things simple and achieve good results at the same Thêm

$70 USD trong 7 ngày
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23 freelancer đang chào giá trung bình $177 cho công việc này

uzairrzahid

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dungforever

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kingCzar

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mza5ab8dc9be9a8c

Note: I read all the project details and really I can do this project with the student level understanding. I will provide the code in jupyter notebook .ipynb file and guide everything with comments. Interestingly I'm Thêm

$100 USD trong 2 ngày
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Rahulllkumarrr

Hi, Don't worry if you are entry level Student. I am here to give you all the knowledge in best simple way with coding experience as well I will explain you each what and why of ML Analysis. I am here to solve your pro Thêm

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kamalchhirang

Hey, I have huge experience with this type of projects. I will write a very good explanation and simple code, that can be easily understood. I have been working as a Data Scientist & Machine Learning Engineer for mor Thêm

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braincenter

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cindcoder

Hi, I am interested in your project. I have extensive experience in data cleaning and transformation, classification and clustering, time series analysis, stock market prediction, data forecasting, missing data imputat Thêm

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alhassanlatif

Hi, I am a PhD candidate and python and ML expert , I can teach coureses in ML and data science as I have done before and also did similar analysis like EDA, SVM,... on the titanic datasets contact me for details

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Valuesolutions

Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things

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hemantjhalani

My total experience is 6.8 years in Predictive modeling Statistical Analysis, Optimization and Machine learning techniques. I have implemented data science solutions for the Digital marketing & advertising, Telecom and Thêm

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boss117

Hello I am a Data Scientist who have done more than 50 project.I read description,I have to use certain algorithms to make model and write code in simple way with comments to explain entry level student.I teached Machi Thêm

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kb819253

Hello sir ! I have an Engineer degree in Applied mathematical modelling , Economics, , Statistics with 9 years of professional experience working as a Quantitative Analyst (in the field of Statistics). ..... I can s Thêm

$60 USD trong 1 ngày
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jaydeepviradiya

I have good skills in ML and by profession I am assistant professor. I am teaching this subject for past 2 years. for more discussion u can message me back.

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kakush30

Hi, my name is Arpit Kanodia. I am in field of Data Science and expert in Python. You can check from here some of my project:- [login to view URL] Here is my Kaggle profile : [login to view URL] Thêm

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Nicolas0125Kim

Hello Nice to meet you I read your job description carefully and I am confident to finish your job without fail. With full experience of R and Matlab at my former university, I can any kind of statistical analysis and Thêm

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happyday2008drea

Dear sir, I have reviewed the algorithm description and excel files you attached. I will complete the Python script for prediction perfectly as you asked. I can complete this task 2 days. The last one day will be requi Thêm

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sunnychopra89

I have a lot of experience working on similar problems. I could provide you best solutions and explanations.

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techlinesols6

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