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ML Time Series

€1500-3000 EUR

Terminado
Publicado hace más de 4 años

€1500-3000 EUR

Pagado a la entrega
BACKGROUND The purpose of this project is to build a complete algorithm capable of predicting/forecasting time series. Testing time series will be provided for experiment purpose….. Target time series will be naturally divided into 3 groups regarding time zone. The job is to build a testing bench where all implemented elements (as follows, i.e. pre-processing, models, Add-ins. method improvements, etc…) can be easily integrated, mixed-up the ones with the others and tested in order to find the best combination possible (2 measures will be taken into account – accuracy and frequency of occurrence of a good prediction). - Valid forecast is a forecast that shows values @ +/- 0.3 % from the actual target. - Valid frequency of occurrence of a good prediction is 80% of all dataset forecasts. If this floor is not reached, sub divide targets following discriminant features to eventually reach it… Per target: Lead investigation on the statistical properties of time series to determine which sub group can be defined where the frequency floor is reached (basically wipe out the failing cases…). This factor may show within correlated time series environment (some kind of advanced This testing bench process will produce a standardised perf/robustness report per target enabling comparison between patchworked algos… (such as usual accuracy and performance measures, predicted values vs actual values and variation rate between both, distribution table of errors measures etc…). • Pre-processing Modules • Models Modules • Pipelines Modules • Benchmarking • Implement a vanilla HMM for the benchmarking: Stock Market Prediction Using Hidden Markov Models (2012 paper). • LSTM • Deep Learning ROAD MAP: Pre-processing Modules 1 Week • Designing in modular structure • Implementation of indicators and reuse of previously implemented preprocessing techniques models 1 Week • Designing in modular structure • Implementation of generic model interface pipelines 1 Week • Designing in modular structure • Implementation of generic pipeline interface benchmarking 1 Week • Designing in modular structure • Implementation of scoring functions and plotting Deep Learning 1 Week • Implementation of model and model specific preprocessing HMM 1 Week • Implementation of model and model specific preprocessing LSTM 1 Week • Implementation of model and model specific preprocessing
ID del proyecto: 20881539

Información sobre el proyecto

17 propuestas
Proyecto remoto
Activo hace 5 años

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I've developed time-series analytics on various settings and I've previous experience with developing prediction systems on finance domain.
€2.250 EUR en 30 días
5,0 (17 comentarios)
6,2
6,2
17 freelancers están ofertando un promedio de €2.394 EUR por este trabajo
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Hello, Sir. I am so happy for this chance to give us this opportunity to work with you in your project. I am an ML, DL, Data Science Expert and have rich experiences with this field. I have worked it in python/C/C++ using Tensorflow, Pandas, Sklearn and I am familiar with SVM, HMM, GMM, IDMM, KNN, etc I would like to discuss more detail. Thanks.
€2.000 EUR en 7 días
5,0 (18 comentarios)
5,0
5,0
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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
€3.000 EUR en 30 días
4,8 (6 comentarios)
5,1
5,1
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Hello I hope you're doing well. I read your project needs carefully and found my skills relevant to your project we are a team of expert developers and have more than 6 years of experience in the same domain. As per your project needs, we will do this work and assure you about the quality of the Work, please get in touch for further discussion and I will share my similar work portfolio. Looking forward to working with you. Thanks
€2.250 EUR en 7 días
5,0 (5 comentarios)
4,4
4,4
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Hi, I am Alexey From Russia. I have read your project description in detail and it seems just like that you posted this for me. I have 9 years of IT programming and this aspect is my major priority with more than 4 years of experience. I satisfied more than 50 clients from several countries with my Sincere and Result. If you give me a chance, I will make you satisfy with my perfect result. High quality, fast turnaround, bug free all time communication are all promised. Saying Again ; Only perfection will be delivered.
€2.250 EUR en 7 días
4,3 (4 comentarios)
3,3
3,3
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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
€1.500 EUR en 7 días
2,9 (10 comentarios)
4,5
4,5
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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
€3.000 EUR en 30 días
5,0 (1 comentario)
0,7
0,7
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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. 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.
€2.250 EUR en 7 días
0,0 (0 comentarios)
0,0
0,0
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Hi, This is Mubarak from Excel Techno Solutions. I've read the details and we have done similar work with our clients in the past and we would be interested to work with you on this project. Kindly let me know with your next steps.
€2.250 EUR en 7 días
0,0 (0 comentarios)
0,0
0,0
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Hey, I'm a Masters Student in Natural Language Processing with extensive experience in Deep Learning, NLP, Speech Recognition and Text-to-Speech (TTS). I also have 4 years of full-time work experience as an ML Engineer. My current research work is on Adversarial training of End-to-End Speech Recognition. I am a problem solver and I believe in providing complete solutions. If you have a project in mind and you don't even know where to start, then you've come to the right person. I also have a vast knowledge of Statistical Learning like categorical data analysis, Bayesian statistics, decision trees, cluster analysis, and predictive modelling. I have also managed live production environments on AWS. ML frameworks: Tensorflow, PyTorch, Keras, Chainer, Theano, Apache Spark Python frameworks: numpy, pandas, scikit etc. Programming Languages: Python, SQL I'm flexible with my working hours and am happy to work closely with any existing freelancers you work with. You can expect prompt, polite and helpful communication from me. I look forward to hearing from you! Kind regards, Himanshu
€2.200 EUR en 28 días
0,0 (0 comentarios)
2,3
2,3
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A Data Scientist with experience in Python, R programming, R Shiny, R studio and anything related to data science and python Master in Engineering, Electrical and Electronic Engineer, who is dynamic, reliable, resourceful, committed and organized with enthusiastic approach to succeed with a pleasant attitude. Possessing excellent analytical skill and good research background. I have successfully completed IELTS with an overall band of 7 and have a good proficiency in English 10 Years Experience in Data Science Data Visualization Power BI Tableau Business development Anything on R programming COMPLETED PROJECTS • FM radio. • VHDL Design of an Up/Down Counter. • Design of Up/Down Counter using PIC. • Duck Shooter Program using C. • Pointer movement controller on 2-dimentional axis using C. • LCD display Manipulation projects including: o Text Display o Volt-Meter • Analog to Digital Conversion (8-bit). • Sound to Light Color Organ Design and Development. • Minesweeper Player Creation using PIC. • Simulation of an End to End Communication System with MATLAB. • (BENG Individual Project) (MENG Part A). • (MENG Individual Project) (MENG Part B). • (MENG Group Project).
€1.500 EUR en 7 días
0,0 (1 comentario)
0,0
0,0

Sobre este cliente

Bandera de UNITED KINGDOM
London, United Kingdom
5,0
3
Forma de pago verificada
Miembro desde jun 11, 2019

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