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Machine Learning Specialist required for interesting education industry platform

$15-25 USD / hour

Closed
Posted almost 5 years ago

$15-25 USD / hour

We have used MERN to build a platform for administering tests to students and track their progress. We are looking for a Machine Learning Specialist to work with our lead developer on utilizing ML to analyze test results and identify trends in test results and provide product recommendations based on current & future (predicted) results. Here's an example scenario: Students undertake a series of 10 tests and based on results in each of the tests, the system should be able to identify trends and predict future test results based on results to existing tests. While this may sound difficult (or impossible), each test is based on a concept and contains a series of elements, so by tracking each individual element, it is hoped that the system is able to identify trends and areas that students will likely struggle with in the future so we can provide them with recommendations on how to improve current test results and improve predicted test results. This is designed to be a proactive approach to issues that are predicted to arise in the future, as opposed to waiting until issues do arise and need to be addressed. I am unable to have interviews with all applicants, however, if you feel you would be a good candidate for this project, please submit a proposal and include details (and preferably links) about other similar or related projects that you have completed. Please also provide details of systems/languages that you recommend we use for this project along with your proposed approach to give me an idea of your understanding of the requirements of this project. An estimate of the total time/budget required for your involvement in this project would also be appreciated. If you have any questions, please feel free to ask, however be aware that due to confidentiality, I may only be able to provide general responses. The successful applicant will be required to sign a NDA.
Project ID: 20110986

About the project

18 proposals
Remote project
Active 5 yrs ago

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18 freelancers are bidding on average $21 USD/hour for this job
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Hi. I am very very interested in your job. I am a team leader with excellent teammates . Our team has full experience in Mobile, Web, C & C++,C# programming, Game development , Web scraping, Machine Learning, Reverse engineering, or something. we will show you our previous samples and demos that you want because our team has already developed many sorts of products. If you'd like, we would like to work with long term relationship. Looking forward to your kind reply. Best regards.
$20 USD in 40 days
5.0 (37 reviews)
7.1
7.1
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Hello, Greetings of the day.!! I have a preferred freelancer badge. Which means I am in top 3% of AI ML freelancer. I have successfully delivered more than 80 AI/ML projects(R and Python) in last 9 Months with best rating and reviews. Your project attracted my attention at first glance, because I've really rich experience in Machine Learning with R (R studio) and Python Programming. I have worked on several similar projects before! I'm really confident about your project, and very eager to join your project.   If we get a chance to cooperate, I'll do my best to provide wonderful result. Some of the recent projects I have worked upon - 1) Text Classification and Categorization 2) Stock price forecasting using Neural Network 3) Face recognition using OpenCV / Python 5) LSTM RNN CNN for sequence classification and prediction 6) R programming real time assignment _R_ 7) Electricity Load forecasting using Deep Learning models using _Python(Keras)_Tensorflow 8) so on ..... You can check my all projects and detailed portfolio on my profile || Link -  https://www.freelancer.com/u/invincible1428 Skills - R Python R Studio Sklearn Keras Tensorflow Flask REST API Ping me for more details. Lets Discuss....!
$20 USD in 40 days
4.7 (46 reviews)
5.6
5.6
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$50 USD in 40 days
4.6 (25 reviews)
5.7
5.7
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Hello, How are you? I think i can help you by my skills and my efforts, because i have rich experiences in the ML, NLP, AI, CV, OCR, Deep Learning Field using Python and various frameworks such as Django, Flask. Looking forward to discussing with you the details. Best regards.
$20 USD in 40 days
5.0 (19 reviews)
4.5
4.5
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First:- Chatbot --> This can be integrated by any Facebook page, Slack etc. Its main aim is to reduce the human effort. For example, if this Chatbot is integrated with company page so it can easily answer you some basic questions about the company. Second:- Word Predictor --> This will be integrated with my Chatbot and it's an algorithm is such that it will learn according to previous input given and then It will suggest the next question and next word accordingly. Third:- Comment Checker --> This has a huge set of words inbuilt with its degree and level and it will analyze each comment and according to that it can give the report or if any inappropriate comment is taken it can forward to the authority. Speech Recognisation Train the database using deep learning, doing language model and lexical model for Arabic , adding functions to increase different types of noise at different levels as the picture shows. Then we notice the results.
$20 USD in 40 days
4.4 (12 reviews)
5.0
5.0
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Hi there! I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot OCR projects by Java, Android, c#, C++, python and etc. (car number plate detect and recognition, captcha recognition(ocr), symbol recognition(ocr), soccer player detection, face swap, face recognition, object detect and etc..)by using emgucv, opencv , dnn and etc... If you response my bid I will send you my image processing Demos and I can finish your task and deliver you perfectly. Also, you can know my ability enough. I sincerely hope this project would be first step in long term relationship with you. Please give me your detail… Let’s share our idea. Looking forward to hear from you soon. Best Regards.
$18 USD in 40 days
5.0 (3 reviews)
3.5
3.5
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Hi I have been doing deep learning development since 2017. I have experienced several state of the art models like inception, vgg, resnet and densenet. Lets discuss
$20 USD in 40 days
5.0 (2 reviews)
3.0
3.0
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Hi, I have experience in both Machine Learning and Deep Learning. Collaborative filtering is a perfect algorithm for your use case. It involves generating embeddings(a vector of numbers) for both the students and tests using past data. Once we have these embeddings we can estimate the likely score of the student for the next test, if the score is low then it means the student needs to study more. However, this doesn't give us information as to which part of the test is the student doing good and which part he/she is not. The solution for this is to get embeddings for the topics in each test (we need to know how previous students did on each topic for each test), that way we have granular information to help the students ace the tests. There is another use of the embeddings generated above for each student, we can cluster the students into categories and provide tailor made content for each cluster. I have previously worked on collaborative filtering from scratch without relying on any libraries for movie recommendation. I can help you with your project. For normal data pre-processing I use Pandas library in Python. For plotting I use Matplotlib or Seaborn. I can complete the project in 5 working days, if I have all the data readily available. Contact me, if you are interested. I can provide more information via chat.
$15 USD in 40 days
5.0 (1 review)
0.6
0.6
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Hello, We have been working on machine learning for a very long time and we actually built something something similar, recommendation system for an ecommerce site based on their purchase, viewing and search history etc. I also used predictive analysis with data classifiers for my PhD thesis in air quality index data set training. I Love Machine Learning and I can help with your project too. I now have started my Machine Learning Software Development Organization - BlitzCode Systems. I have an awesome team of designers, coders and quality analysts who all are Computer Graduates from Renowned Institutes in India and they know the tech like no other. We have several research projects that we built and presented around the world and have successfully been catering to more than 50 clients across the globe. I can decide on approach to work on this once we have a quick call and I know that you are interested in my proposal. I’d love to talk to you about your work in detail and help you with everything I can. I guarantee you that you will be very pleased with my service and you will find us as a one stop station for all your IT needs. Let’s connect and discuss about it more over a quick call? Let me know
$20 USD in 60 days
0.0 (0 reviews)
0.0
0.0
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I would suggest building the machine learning model in R using an artificial neural network. I would have to see the data I would be working with along with the desired response variable to make any further suggestions. If the data is in a numerical format then the desired outcome could be achieved through a regression model. The problem I see with this is that it would result in a basic and probably stupid model. If the dataset contains information about the individual questions that the student is answering then given enough hidden layers in the neural network the model could learn to understand the test and see patterns in the types of questions the student struggles with. I think that would be interesting.
$16 USD in 40 days
0.0 (0 reviews)
0.0
0.0
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Hi, I'm a developer turned data scientist. I primarily work in R and Python. I have 5 years of industry experience in core Machine learning and deep learning technologies. I'll be teaching data analytics to higher level management and mid level management, as well as Freshers in various corporate companies. Done big data projects which involves ML/DL with fortune 500 companies. Just let me know your requirement. As I'm already into teaching, I know how the system works. So, I feel like I want to implement my existing knowledge to this requirement, and feel like I'm the perfect fit. P.S: I have got a good recognition in the industry, so I don't want to disclose myself. That's why I had a weird name in my profile.
$24 USD in 20 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of RUSSIAN FEDERATION
Vladivostok, Russian Federation
0.0
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Member since Jun 26, 2019

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