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Solve a Data Analytics Problem

$30-200 USD

Completed
Posted about 5 years ago

$30-200 USD

Paid on delivery
BACKGROUND HELP International is an NGO organization committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding purposes. After the recent project that included a lot of awareness drives and funding programmes, they have been able to raise around $ 10 million. Now the CEO of the NGO needs to decide how to use this money strategically and effectively. The significant issues that come while making this decision are mostly related to choosing the countries that are in the direst need of aid. PROBLEM STATEMENT Need to Categorise the countries using some socio-economic and health factors that determine the overall development of the country and suggest the countries which the CEO needs to focus on the most. The datasets containing those socio-economic factors and the corresponding data dictionary are provided in form of “[login to view URL]” and “[login to view URL]”. Task is to cluster the countries based on these socio-economic and health factors then present your solution and recommendations to the CEO using a PPT. You are also supposed to use dimensionality reduction using PCA to get the visualizations of the clusters in a 2-D form. Results Expected 1. A well-commented Jupyter notebook containing the Clustering Models(both K-means and Hierarchical Clustering) and the final clusters of countries. The clusters must be visualised on both the Principal Components and some of the original variables. Basically, you need to perform PCA on the dataset in order to obtain the Principal Components, perform Clustering on the countries using a suitable number of components and show the clusters on those components as well as a few selected original variables(the socio-economic factors mentioned above). 2. Present the overall approach of the analysis in a presentation o Mention the problem statement and the analysis approach. o Explain the results of Principal Component Analysis and Clustering briefly. o Include visualisations and summarise the most important results in the presentation. You need to submit the following two components • Python notebook: Should include detailed comments and should not contain unnecessary pieces of code • PPT: Make a PPT to present your analysis to the CEO (and thus you should include both the technical and the business aspects). The PPT should be concise, clear, and to the point. Submit the PPT after converting into the PDF format. The visualisations mentioned above must be present in this file.
Project ID: 18782495

About the project

19 proposals
Remote project
Active 5 yrs ago

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Hi! I'm a data analyst and I have experience in working in similar projects. I will do everything within my reach to make this project a grand success and let it stand out. I will deliver your requirements with 100% accuracy and you won't regret it. I am new to freelancer, but I hope to see you as my employer for the debut. Best, Mahasweta
$127 USD in 1 day
0.0 (0 reviews)
0.0
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19 freelancers are bidding on average $136 USD for this job
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https://www.freelancer.com/projects/php/Project-for-Shadab-16493879/ Have done this project for Data Analytics and can look into your project well. Lets discuss over the chat for more details.
$176 USD in 10 days
4.9 (29 reviews)
6.3
6.3
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I am a data scientist proficient in machine learning and web scrapping. My expertise in Python and R have comes from my experience in Natural Language processing, statistical analysis, web scraping etc. I also have a strong background of theoretical statistics and mathematics. I am good at the following: - Deep learning for natural language processing including used of RNN, CNN etc. - Web scraping using python, requests, selenium etc. - Statistical Modelling using R and python
$180 USD in 3 days
4.9 (65 reviews)
5.5
5.5
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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
$111 USD in 5 days
4.9 (31 reviews)
5.5
5.5
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Hello client, I read your job posting carefully and am very interest in your project. I am a full stack developer with great experience and skills in machine learning/AI, block chain, AR and Web/Mobile(iOS/Android) development for over 6 years long. I've always been giving clients satisfaction with the great quality of work. If you work with me, I will provide you with top quality on time. Wish you could not lose an amazing opportunity to work with an amazing developer. Thanks in advance.
$127 USD in 10 days
4.5 (35 reviews)
4.4
4.4
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With over 6 years of experience in the field of Machine Learning and Data Analytics, I have ventured into and successfully completed numerous projects on topics such as yours. Your problem is a basic clustering model that I am capable of handling in Python, R as well as MATLAB. I understand that you are looking for a detailed cluster model with proper report presented in a powerpoint file. Please let me know any further details you'd like to talk about in the chat. Thank you.
$120 USD in 10 days
5.0 (2 reviews)
3.5
3.5
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Hi, I am ready & available to start with this project.. Kindly message me if interested...... Thank you in advance
$111 USD in 8 days
4.4 (8 reviews)
3.3
3.3
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Hello, i'm a big Jupyter fan and also do know statistics like clustering and principal component analysis from studying bioinformatics, which has a lot of applied statistics as a part of the curriculum. I consider developemental aid as very valuable and would be proud to support HELP. If you're interested in my assistance, please open a chat so we can discuss the details. Kindly, Jo Bergs
$155 USD in 10 days
5.0 (5 reviews)
2.9
2.9
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Hello, I would love to work on this project. I have extensive experience in analyzing similar data sets from my sales lead background. Please reach out to me and lets discuss how to take this forward. Regards, Eric.
$194 USD in 5 days
5.0 (2 reviews)
2.3
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Hello? I am a Data scientist with over 5 years experience in web scrapping, data analysis, machine learning and data modeling projects. I have a Statistics Degree and expert knowledge of Principal Component Analysis(PCA) and explain results in a well formatted report. I am highly proficient in using PowerPoint so i will ensure the PPT is commendable. I look forward to your response.
$150 USD in 7 days
1.8 (8 reviews)
3.2
3.2
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Hello, I am a data scientist with extensive experience in using clustering algorithms and PCA to solve business problems exactly like the one you describe. I have used these techniques to segment customers and identify pockets of opportunity. I also have expertise in both R and Python, so I can implement this work in the language of your choice. Whats more? I am also good at creating data rich presentations to convey the results to both technical and non-technical audiences. Therefore, I have the perfect type of expertise to do a great job for you. Feel free to contact me if interested and I am more than happy to help! Regards, Nanda
$170 USD in 5 days
5.0 (1 review)
1.0
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Best work
$127 USD in 10 days
0.0 (0 reviews)
0.0
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To whom it amy concern, I have proposed for this project, and really like to be a part of Bachground Hepl Internationl NGO to reach its humaniterian goals. Apart from my interests in the activities which bring deprived people a better life, my professional knowledge and skills neatly match to this project. First of all, I used Jupiter Notebook during my previous job as data analyst and data scientist. Moreover, during my work, I used a wide range of clustering models -such as K-means clustering- in order to segment the business' customers. And also, I am completely know PCA (principal component analysis), and used it many times to get a better understanding of the data I had. Overally, regarding my professional background in data analysis and data science, my academic background in philosophy, and my talents in mathematics, I have distinguised knowledge and skills in doing analyses as well as solving problems by means of these analyses. Sincerely Amin
$100 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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Ready and willing to work with you. I will be doing quality work and make sure I do some good stuff. You will be satisfied by my work.
$127 USD in 10 days
0.0 (0 reviews)
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Flag of UNITED STATES
Peoria, United States
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Member since May 20, 2018

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