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Machine Learning and Forecasting

$250-750 USD

Completed
Posted about 4 years ago

$250-750 USD

Paid on delivery
Project Name: Time Series Forecast of Spending Habits The overall objective of this project is to process user spending data to predict future spending habits. Submissions are required to be in Python version 3.7 (or later). Our data includes 90 days of regularly sampled user-data that includes the following: • Timestamp • Anonymous User ID • Total money spent by the User since the previous timestamp Each user may have a different sample frequency, some may have missing samples, and some spending values may also appear as outliers to usual habits. It is acceptable to interpolate between missing samples and otherwise ignore or manipulate the data to correct spending values considered erroneous or abnormal. We would like algorithms created that predict spending values for each user at the same frequency as their samples. Predicted spending should extend through the next 30-days from the most recent sample. We would like projects to start with the initial 5 days of data to generate the first prediction, and then iteratively add additional days of data to generate or update each prediction. To summarize, we would like to see 30-day predictions based on 5 days of data, 6 days, 7, and so on, up to 60 days of data. The remaining 30 days are to be used for self-scoring and testing. We are will score the accuracy of each algorithm based on how closely they predict the cumulative amount spent in a validation dataset from the same users. The validation dataset will not be made available to the developers. Accuracy scoring will place greater importance on the near-term predictions and less importance on the far-term predictions. It is also desired that the algorithms quantify their own confidence for each predicted future data-point. Prediction algorithms will also be evaluated for their stability as they progress from using 5 days of data to 30 days of data.
Project ID: 23417625

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32 proposals
Remote project
Active 4 yrs ago

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Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. I have built RNNs, Recommenders,dealt with classification and regression tasks. Speaking of your task, I have already worked with similar project of predicting spendings for the client on Time Series Data using RNNs and Autoencoders, so I could deliver the project to you with high quality. Also currently competition master at kaggle: [login to view URL] Contact me if interested and best regards :) Code samples: - Unet for image segmentation ([login to view URL]) - GBM for Time Series prediction ([login to view URL])
$700 USD in 14 days
5.0 (32 reviews)
6.2
6.2
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Hello, I can help you in machine learning and forecasting. I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$250 USD in 15 days
4.9 (153 reviews)
7.3
7.3
32 freelancers are bidding on average $511 USD for this job
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Hi there, My name is Mauricio I'm the Python and data analyst expert from Trascender Global Team, with 4 years of experience in developing Machine Learning programs for diverse predict behavior. I've read the details of your project and checked the attached file and I'm highly interested in working with you to develop a time series software forecast of pending habits that will calculate a 30-day prediction, based on data from 5 days to 60 days. I'll be developing this software with high accuracy, stability, and performance. Let's chat so we can talk about the details of this project. Looking forward to hearing from you.
$600 USD in 10 days
5.0 (100 reviews)
8.2
8.2
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I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. Skills - Highly proficient in Python and R. -Building end-to-end pipelines for Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations in Matplotlib, Plotly, Dash, Tableau, Shiny, Plotly, QlikSense. - Statistical Analysis o Regression (Linear, Logistic Regression, Multiple, GLM, Trees based Regression) o Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, GBM, Adaboost, XGBOOST, CATBOOST) o Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) o Expert in Tensorflow/Theano/Keras/Pytorch Frameworks o Image Processing w openCV o Time Series Forecasting Database Management System- MySQL, MongoDB o Natural Language Processing I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency, I can help you really quick, have been working with AI and Analytics Industries based across the world, primarily from the US, UK, and Europe. I have a preferred freelancer badge of Data Scientist on Freelancer.com, (Among top 3% percent). I would like to hear from you. Thanks Shivam
$500 USD in 7 days
4.8 (143 reviews)
7.7
7.7
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Hi, I have read the brief details on the job listing. I am a full stack web developer with 9 years of coding experience. I have worked with multiple similar jobs before. I have completed 150+ major projects just on this website in last 5 years. Apart from that I have a good team of developers for doing web based jobs of any kind. You can check my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f Upon reading brief details I believe its a doable job I have great experience doing projects with Algorithm, Machine Learning (ML), Python, Statistics. I am confident about getting this done. While I believe we need to have detailed discussion about it. I work as per Eastern time daily so that would be good for us to catch up on this job, Lets discuss this further and get started for you as soon as possible. Thanks! Awais
$750 USD in 12 days
5.0 (13 reviews)
6.7
6.7
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Hi, there. I am a senior data analyst & scientist and have 3+ years of experience in data science. I have proceed several challenging projects of data science, such as credit card fraud detection using GAN, cryptocurrency trading bot and so on. My best strength in data science is Machine Learning. If you're interested, please ping me. Thanks.
$500 USD in 7 days
4.9 (13 reviews)
6.2
6.2
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Hey there, I am working as a professional machine learning engineer with multiple years of experience in the field of deep learning. You can check out my profile reviews to get a first impression of the deliverables that i am providing. Other than that we can discuss anything about your project in chat. Regards, Nick.
$500 USD in 7 days
5.0 (21 reviews)
6.1
6.1
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Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would love to speak with you further about taking this project on. If you'd like to view my previous work, take a look at my Freelancer Portfolio. Regards.
$500 USD in 7 days
4.9 (43 reviews)
6.1
6.1
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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
$500 USD in 7 days
4.5 (37 reviews)
6.2
6.2
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I am writing this proposal in order to work for you in Software and Web Development. We are highly trained professional developers seeking to freelance and earn online. Having a flair in programming and development I have been excellent with JAVA,C#,C/C++ and PHP programming language along with MySQL with XAMPP Server. I also build application for Cloud computing and High performance computing as I also have knowledge regarding Hadoop, MPI, OpenMP (distributed frameworks) and also have build applications in CUDA C++ and OpenCL. I also have experience with the most famous framework ASP.NET. My most expertise are in JAVA where I have built countless projects for semester projects and Final year project. You may find many developers in this field however we assure that you will not be able to find a team like us. We not only ensure the code is quality wise but we also assure that the code we write are optimised and we ensure that the program performs right operation under right environment i.e. we create programs that are defect free. You may also find freelancers that cost low but they do not put their 100% which then shows in the software and leads to an unhappy customer. We ensure reasonable price are put as tag on the job and we ensure in order to give the write product. We highly appreciate your time, if you are interested kindly let me know
$250 USD in 7 days
5.0 (22 reviews)
5.1
5.1
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Hi, This problem belongs to a class of pattern recognition problems which are solved using latent factor model. Though Hidden markov model can be again a great idea here. We also, have once solved a blood pressure prediction problem (based on 73 feature values) using regression models such as MARS, LSTM-CNN network. We are team of AI, ML professionals tackling some really challenging problems in recent past. Having worked with clients from Dubai, Germany, Hongkong etc we feel quite confident of delivering you a product which can be used in industry right away. thanks and feel free to have a chat .
$550 USD in 3 days
5.0 (22 reviews)
5.1
5.1
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Hello There. How are you doing?. I have read the description, I have great experience doing similar jobs related to these skills Algorithm, Machine Learning (ML), Python, Statistics. Please start the chat so we can have detailed discussion. Thanks. ! Please Send me a message so that we can discuss more about this project
$555 USD in 9 days
5.0 (16 reviews)
4.7
4.7
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do kindly reach out to me over chat with the requirements and data to get started. Also, I understand your requirements and would deliver as promised
$250 USD in 7 days
4.6 (49 reviews)
5.1
5.1
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Hello sir We are a group of expert each one has a master degree in statistical analysis , machine learning .. We have more than 9 years of professional experience in r programming language and python We can start now Regards
$250 USD in 1 day
4.9 (27 reviews)
4.8
4.8
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hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object detection like pytorch,mxnet , tensor flow ,keras , caffe . some of my projects are identification of different types of notes object detection using YOLO or RCNN custom object detection brain hemorrhage subtypes detection I hope you will like my profile . PLEASE email me for more details where we can discuss the project in deep. And I am pretty sure that you will get best results ever.
$250 USD in 7 days
4.9 (23 reviews)
4.6
4.6
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Hi ! I have read your project description .I have 2 year experience of Machine Learning .Deep Learning, Computer Vision and Natural Language Processing (NLP). I have worked on the following projects : - Face Recognition - Drone Video surveleince on borders - Marrine Vessel detection an tracking - Garbage classification - Human posture detection - Price Predictions - Stock market Prediction - Image classifications - Spam filtering - Voice Recognition - Object Detection - Object Clasification using CNN - Object Detection using R-CNN, FAST R-CNN,FASTER R-CNN Tool i use :- - Python - R - Matlab - Numpy/ pandas/matplotlib - scikit learn - tensorflow - keras - yolo api - pytorch
$700 USD in 7 days
5.0 (7 reviews)
3.9
3.9
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Developed my expertise in machine learning by completing core specializations in Data Science. Analyzed different industries dataset for designing algorithms related to predictive modeling but not limited to energy, medical, automotive, housing, traffic, banking, and education. At present, giving solutions to customers in Data Science as a Freelancer and an Independent Contractor. Recently provided a clustering, dimension reduction and autoencoder models to the client for their water treatment plant data in the "Data Mining Python Project" and "predictive models for health diseases through multi-label classification" on this platform. Also developed Clustering models to target the potential customers (Customer Segmentation) for the Telecom Industry, as well as to explore the neighborhoods of Downtown Toronto and Manhattan from Tourism perspective using Foursquare APIs. Predicted annual energy consumption in Netherland for the year 2019 in the Advanced Data Science Capstone Project. Performed all the architectural decisions like ETL, Data Cleansing, Feature Engineering, Model Designing (non-linear regression analysis) & Training, and Model Evaluation. The dataset is comprised of six million observations and all the data is provided by three energy companies Enexis, Liander, and Stedin. I can share my Data Science work (Python Programming including ETL) for your perusal. Looking forward to discussing this with you
$600 USD in 10 days
4.9 (10 reviews)
3.9
3.9
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hi, I'm interested in your project. my major is mathematics statistics and im good at image processing, machine learning and deep learning with python tensorflow and keras. i have many experiences of captcha recognize, handwritten letter recognize and football match prediction and so on. so I believe you are into me. I can help you with your task. i can service full time for you! i can do your project very quickly you want let's chatting!!!
$600 USD in 5 days
4.9 (2 reviews)
3.6
3.6
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We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Decision Trees, Regression o Classification (Naive Bayes, SVM, SVC, Decision trees, Ensemble - Random forests, Gradient Boosting) o K Means/ hierarchical/DBSCAN/Agglomerative -Deep Learning o Programming Languages: Python, R o Libraries: Tensorflow, Keras, OpenCV o Models: RetinaNet50, ResNet, YOLOv3, CNN, R-CNN, MASK-RCNN o Projects: Object Recognition and Dimension Enumeration in Aerial Images - Data Mining o Scrapy, Requests, BeautifulSoup and Selenium o Web scrapping using APIs -Database and Data Warehousing MongoDB, SQL, Cassandra, Oracle We will be happy to work with you on this project. We can discuss further details. Looking forward to hearing from you soon. Thanks.
$550 USD in 7 days
5.0 (1 review)
3.5
3.5
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Hello, dear! Nice to meet you! I have read your requirements carefully and I am very interested in your project. I am confident of this project as I'm a professional Python and Machine Learning expert with over 5 years of experience. It seems to be an interesting work and a good opportunity to show my skills to work with you in the future as well. I can start working now! Please feel free to contact me, to get the perfect result on your deadline with quality work. Best Regards!
$500 USD in 7 days
5.0 (4 reviews)
3.1
3.1
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Dear sir. I read your project description very carefully. I've really rich experience in Machine Learning & Forecasting Programming, so your project is very interesting to me. I'm really confident about your project, and very eager to join it. If you give me a chance, I'll do my best to provide wonderful result. I believe this will be a good starting point of the business relation between us. Looking forward to your response. Thank you.
$500 USD in 7 days
5.0 (3 reviews)
2.9
2.9
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Hello, Sir. Here is a Machine Learning, Deep Learning Expert. Your Project should be solved by Seq2Seq model. Maybe model will be implemented by Deep learning Method using Tensorflow or Pytorch. And needs to remove outliers and interpolate the data. But It is impossible to Predict 30 days data from 5 days data. I mean its accuracy will be low unfortunately. I'd like to discuss your project details via chat. Sincerely. Alex.
$400 USD in 8 days
5.0 (2 reviews)
2.9
2.9

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Flag of UNITED STATES
Bedford, United States
5.0
9
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Member since Jan 9, 2016

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