Train a ML time series forecasting model

Hi, I would like to express my interest in this project as I would be a great fit. With 2 years of experience as Data Scientist, I have worked on Machine Learning and Deep Learning which makes me more experienced than other candidates. In light of this, I have also been responsible for designing and building machine learning and deep learning pipelines with knowledge of end to end development and deployment cycle. I have gone through the scripts and I have also done a similar project in past where a stock trader wanted to predict prices of next one month window using the data he collected. So, I have a sound knowledge and expertise for this project. I need to look at the data first, but from my understanding till now based on scripts, the model is not designed for time series forecasting. The loss functions are wrongly defined as well as LSTM network is very unstable. Also, we need to preprocess data even before feeding to model. I'm confident that I would be able to do this project and would be able to deliver you desired results. Looking forward to discuss further. Thanks and Regards, Parth

Hi I am a very experienced statistician and data scientist. 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

Hello If you are interessted to the best ML freelancer using R I think I am the best but if you are just searching to a freelancer that use python I can be a potential candidate best regards

Hi I read your job post and looked the code. I'm very interested in your Keras code and I want to discuss your project more detail. Looking forward your interview. Regards.

I have an MSEE specializing in DSP (time series, Speech, RF Modeling), and Image processing. I do my work in MATLAB.

Hey, I sadly can't be too clear on my bid without looking at the specific dataset, but I'd love to help out with your problem. I understand you have a time series problem for which I'd like to suggest a few different approaches if we can get to chat. I personally have time series experience in my academic research. I'm currently a researcher at North Carolina State University and my current research deals with this kind of time series data, specifically the approach I came up with is a Convolutional Autoencoder for working with unlabeled human physiological data and it would be amazing to apply it to your problem. Anyways, message me when you have the time if you're interested.

Hi there, I'm currently doing my master thesis on time series prediction using LSTMs, so I am very much into the topic right now and I believe I can help you improve your model Relevant Skills and Experience - interned at one of the best ML firms in Europe (now acquired by Qualcomm) - researched state-of-the-art semisupervised learning algorithms. - currently doing my thesis on time series prediction

Hi, i'm a student in machine learning, i just finished my master degree in machine learning and hoping to further continu with a PHD, i have a large knowledge in this field, in classification tasks and specially with time series regression tasks, i developed with my university lab an elecrtricity load forecasting app for algerian electricity production company. For your task i saw that you used an LSTM with your time series data, and you say that you had a low accuracy, i can help you by knowing what is the nature of the problem you facing, and adding new features that will enhance the prediction accuracy. Have a nice day.