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Machine learning /Deep Learning model in R

₹1500-12500 INR

Completed
Posted almost 3 years ago

₹1500-12500 INR

Paid on delivery
Develop two models: (a). LSTM multi-factor model and (b) Ensemble model using NN, RF, XGBOOST, ADABOOST, GBM and other algorithm of your choice and ensemble using GBM using CARET package in R (already have reference code in R for ensemble model, one just need to implement it on my data and put the code in function form as mentioned below) Code design: two separate function for model training and model prediction, first function takes in data-name, dependent variable name and target variable name and forecasting window to train and save the model. while second function, takes the model name to be used in prediction and give output, Key points essentially to be done. - Prepare the dataset that let you forecast to the future to the specific window of time. I will share the timeseries data with variables and target - Apply LSTM multi-factor model and ML ensemble model in design explained in code design section. Note that LSTM gives the numeric output while ensemble will give the binary output for a specific window of time - Perform the train and test split and check the model performance using rmse and mse - Finally, apply the trained model to forecast beyond the train and test data using 2 methods: recursive multi-step forecast and direct multi step forecast
Project ID: 30602291

About the project

12 proposals
Remote project
Active 3 yrs ago

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i am 5+ years experianced data scientist worked in many domains. I have finished 50+ ML/AI projects so far . I also hold Kaggle competition master title. Overall I can finish this work since my experiance is alligned with the work and field proposed in this project. Let me know if we can discuss this project.
₹7,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
12 freelancers are bidding on average ₹7,847 INR for this job
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Hi, I am Ibrahim, and I am a data scientist, I can aid you with R programming and Neural Networks, please share your dataset and more information. Regards, Ibrahim Anjum
₹2,500 INR in 3 days
5.0 (107 reviews)
6.4
6.4
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MACHINE LEARNING EXPERT I read your project description carefully. I am bidding on your project because I am very much familiar with Machine Learning and Can perform the task using the Weka software. I am an experienced Data Scientist and Machine Learning Engineer. Data Visualization, NLP, Deep learning, Artificial intelligence, machine learning, Data structures, and algorithms are my major fields. I finished specializations on Data Science, Machine learning, Deep neural Network, Convolution NN, Recurrent NN, Tuning Hyper Parameter .this project will well fit for me.
₹7,000 INR in 7 days
5.0 (60 reviews)
5.9
5.9
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My professional experience includes Proficiency in machine learning and deep learning skills for multiple applications including Computer Vision, Natural Language Processing . I can build the ml/dl models considering target hardware configurations for inference so comparable speed and accuracy can be maintained. With my Masters degree in Robotics and Artificial intelligence and 5+ years of experience as a senior AI engineer -Machine learning, under my belt, I have developed and build various prototypes and products for Military, medical, retail, gaming etc. I used to work in China, But due to COVID-19, I have return back to my home country - India.. I am proficient in various deep learning libraries like tensorflow, pytorch, keras and Mxnet. I would like to know more about your project requirements.
₹7,000 INR in 7 days
5.0 (9 reviews)
4.4
4.4
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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
₹7,000 INR in 7 days
5.0 (9 reviews)
4.2
4.2
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Hello, I’m a professional machine learning, deep learning expert, after viewing your job details, it jumps out at me. I have extensive experience in deep learning, machine learning, and reinforcement learning. Please review my profile, where you will find my education qualification and projects completed. I have successfully completed many deep learning-based projects related to object detection, image classification, segmentation. Also, I am a full stack python developer with expertise in Django and Flask Framework and also know about Mysql, Aws, etc. If you choose me, you can be assured of top-notch expertise in machine learning and deep learning, as well as someone who will complete your jobs correctly the first time. I can assure you that if you work with me once, you will work with me for these kinds of projects; I will do whatever it takes to complete 100% delivery on this project and earn a 5-star rating from you. Regards, Vanshdeep Pradhan
₹3,000 INR in 2 days
5.0 (5 reviews)
1.9
1.9
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Hi. I am a data scientist. I am very familiar to Deep learning apis such as Tensorflow and fastai, mxnet. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building Image Processing, Speech Recognition and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(r programming, pytorch ,opencv, nlp, computer vision,Linux, Python, , ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. Projects I have done so far as a Freelancer : ● Object Detection ● Face Recognition ● Image Classification using Transfer Learning ● Reverse Image Search Engine ● Recommendation system for dating android app ● Google Scholar website scrapping through R programming ● vehicle detection, counting, classification in real time cctv camera
₹16,667 INR in 10 days
5.0 (1 review)
0.9
0.9
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Dear Employer! I have read your project description, I'm a certified expert in multidimensional data analysis. I can help you with a solution to your project analysis in Rstudio. The samples of my work on Facebook, Twitter #thepowerofgis, Chat me up for more details. Hope see you in the chat.
₹12,000 INR in 3 days
0.0 (0 reviews)
0.0
0.0
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Hello, After reading your job description, I am very interested in your project because your project is related python. I have rich experience with python and can handle many packages such as numpy, pandas, filters, tkinter, pyqt, matplotlib etc. Especially, I am very familiar with Algorithm, Machine Learning, Deep Learning, etc. Also, I have the most experience with developing desktop applications and can provide scalable and clean source code. I think I can complete your project at a high level within your deadline. Let's discuss your project in more detail so that I can start my work for you in the right direction. Sincerely, Cuong Nguyen
₹7,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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I am a machine learning engineer having 5+ year of experience. My skills-- Machine learning,deep learning,image processing,Open CV, kaggle project, python, R, data analysis, software development. Deploy ml models to production on Amazon AWS or Google cloud Deep learning framework are Tensorflow, Keras, Pytorch, FastAI Machine learning embedded webapp or mobile app. Tableau expert I will give you the best results possible and earn a 5 star rating from you as well.
₹5,000 INR in 5 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of INDIA
Mumbai, India
5.0
1
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Member since Nov 7, 2015

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