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Python ML analysis (easy to understand)

$30-250 USD

Completed
Posted over 4 years ago

$30-250 USD

Paid on delivery
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.
Project ID: 20837356

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20 proposals
Remote project
Active 5 yrs ago

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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 time. Let me know, if you are interested. Yours sincerely, Vlad
$70 USD in 7 days
5.0 (36 reviews)
5.7
5.7
20 freelancers are bidding on average $173 USD for this job
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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 more than one year now. Experience with: - Deep Learning: Deep Neural Networks, Convolution Neural Networks, Recurrent Neural Networks etc. - Gradient Boosting algorithms - Natural Language Processing - Unsupervised learning Some of the projects on which I worked are: - Bird Detection: Prevent collision between Birds and Wind Turbine. - Movie Recommendation website using Machine Learning + Web Development Knowledge - Machine Learning Bot that plays Tic Tac Toe at 10x10 board size. The tree size of 10x10 board is more than the number of atoms in the universe. - Age, Gender prediction by looking at the face of a person - Hair Segmentation - Image Segmentation - Facial Recognition - Potential Customer prediction - Predict if a comment is toxic or not - Predict how likely a windows machine is to be hit by malware.
$79 USD in 2 days
5.0 (31 reviews)
5.8
5.8
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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 problem. I will Explain each step like Data Acquisition, Data Pre-processing, Model Building, Model Selection, When to drop NA values etc. Just message me in inbox to get this finished ASAP. Best Regard Rahul Kumar
$325 USD in 5 days
5.0 (28 reviews)
5.9
5.9
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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 Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
$222 USD in 5 days
4.9 (54 reviews)
5.9
5.9
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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 teaching machine learning so I have a good idea. Greetings! Welcome to Python Developer. I have a higher level of expertise (8+ years’ experience of different projects) in DEEP LEARNING, MACHINE LEARNING, and ARTIFICIAL INTELLIGENCE by using PYTHON language and it seems like an interesting project. I would like to discuss all the requirements with you, so I can mark the scope of this project. Please also note that the final estimation will be provided once all the requirements will be revealed from your end. Hence, my cost of development & deadline solely depends on what you reveal (in detail). Looking forward to chatting with you. Please let me talk through chat and share your further requirements so I will definitely work for you with 100% quality as well as on time! Thanks for your time!
$100 USD in 2 days
4.8 (71 reviews)
5.7
5.7
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I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
$140 USD in 3 days
4.4 (18 reviews)
4.8
4.8
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Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things
$120 USD in 3 days
4.0 (22 reviews)
5.2
5.2
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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 Machine Learning to beginner meaning i have experience explaining students problems in a simple way
$140 USD in 7 days
5.0 (16 reviews)
4.3
4.3
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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
$200 USD in 7 days
5.0 (1 review)
3.8
3.8
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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 Insurance Industries. I am equally comfortable in using a Domain Specific Language like R & Python and statistical tools like SAS, SPSS & EViews. Being excellent in communication, articulate and personable with a talent of relating easily to diverse group of individuals Experience as Data Scientist Interacting with stakeholders throughout the organization to understand the challenges and design business solutions for the same End to end project execution starting from data exploration to insight generation and recommendations Device predictive and descriptive analysis techniques and machine learning algorithms in various projects Coordinate with different functional teams to implement models and monitor outcomes. A drive to learn and master new technologies and techniques. Statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees and text mining, text classification models and Neural Network Querying databases and using statistical computer languages: R, Python and SQL Visualizing/presenting Analysis/Insights/results to business Masters in Statistics –
$250 USD in 7 days
4.6 (11 reviews)
4.1
4.1
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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 start working now ! I'm waiting good news !! Many Thanks
$60 USD in 1 day
4.7 (15 reviews)
3.6
3.6
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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.
$222 USD in 7 days
5.0 (4 reviews)
3.0
3.0
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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 machine learning project. If you hire me, Expert in JAVA, C, C++ , C# , Python, I will surely give you a perfect result and never fail clients. Thanks
$250 USD in 7 days
5.0 (2 reviews)
2.2
2.2
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Hello Thanks to support this job for It,s pleasure to prefer recommendation for my job first. So the important thing what i want to show you is i have deep and flexible experiences within ML/AI and mobile. Of course as you could get to know after you award me ,i am familiar with a number of technologies and ideas for those field i offered above. Through this case i can provide you all relevant ways to take this job and able to get a great goal from it. If you can have a kind and flexible opportunity for me,then i will strive for this job to be completed as well as you imagine. Thanks a lot again and i would do my best for you.....i promise.
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Dear Prospect Hiring Manager. Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned "I can do this job and give you an efficient job that will be very acceptable and presentable. I and my team work on web development and mobile apps and I can assure you that you will never be disappointed"
$137 USD in 7 days
0.0 (1 review)
0.0
0.0
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I have a lot of experience working on similar problems. I could provide you best solutions and explanations.
$200 USD in 7 days
0.0 (0 reviews)
0.0
0.0

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Flag of SWITZERLAND
Baretswil, Switzerland
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