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Step 1. Conceptual analysis involving ML, RNN, and LSTM (UPDATE: remove RNN and LSTM and see below)

$30-250 USD

Închis
Data postării: peste 2 ani în urmă

$30-250 USD

Plata la predare
This is a multi-step job involving machine learning (ML) with recurrent neural networks (RNN) and Long Short-Term Memory (LSTM) algorithms. (UPDATE: I've now learned that our data set (30 years of monthly data = only 360 sets of data) is too small for RNN and LSTM, so now the steps below have been updated.) Step 1 (this step - UPDATED) will be evaluating the problem and conceptualizing how to solve it. The problem is described below. It will not involve writing code but should explain which tool you would use to address the task. Step 2 will then involve writing and testing the code, and we'll discuss the effort necessary for this step after Step 1 is completed. For our machine learning task, we will be using economic time-series data. We'll have about 30 years of monthly data, and each period will have about 30 values for things like GDP (gross domestic product), size of the workforce, housing starts, interest rates, etc. STEP 1 (UPDATED) is to determine which ML algorithms will best allow us to predict future values AND perform "what if" analysis. For example, we want to input specific values for the interest rate and for government spending (two independent values) for the next 12 months and then rerun the algorithm and see the result on inflation (a key dependent value). Step 1 would be to evaluate this task and propose how to accomplish it. For example, you might say that all we need to do is use a certain command in python to insert the values. Or, at the other end of the spectrum, you might say that we need to alter the code in an algorithm to insert the new values.
ID-ul proiectului: 31041283

Despre proiect

25 propuneri
Proiect la distanță
Activ: 3 ani în urmă

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25 freelanceri plasează o ofertă medie de $180 USD pentru proiect
Avatarul utilizatorului
Hi, I hope you are doing fine. I have done many image processing and video processing projects in Matlab, Python, JAVA, etc. I already have worked with some well-known models like, YOLO, RCNN, Fast-RCNN, Faster-RCNN and etc. My PhD thesis was also visual analysis of human motion. I have also published several journal papers on the subject. You can see portfolio for my previous projects. If you are interested, Please contact with more information and we can discuss it more thoroughly. Thank you for taking time to go through my proposal and I hope to hear from you. Best regards.
$140 USD în 7 zile
4,9 (45 recenzii)
5,9
5,9
Avatarul utilizatorului
Hello, I am a machine learning expert. I would use Keras for your problem as this library has some wonderful neural network to use on Time-Series data. I am excited to do this project. Best Regards, Borut
$200 USD în 7 zile
5,0 (20 recenzii)
5,3
5,3
Avatarul utilizatorului
Dear, sir. I am a software engineer. I just read your requirement, and I am ready for you now. Thank you!
$140 USD în 7 zile
5,0 (58 recenzii)
5,5
5,5
Avatarul utilizatorului
Hello Recently I am working a lot with tricky data sets and severe restrictions on NN, thus I do understand that It could be slow and not that easy. Plus if you want reasonable price with guarantee, then first milestone must be paid after preliminary results w/o wining that you wanted something exceptional immediately. Sorry for rough words - but I prefer to be sincere. Regards
$300 USD în 10 zile
5,0 (12 recenzii)
5,0
5,0
Avatarul utilizatorului
⭐⭐⭐⭐⭐ ML Expert ⭐⭐⭐⭐⭐ Dear sir! I am very familiar with ML such as RNN ( including LSTM) using python language. I've checked just your attached project and I am very interested in your project. When do you need the project finished by? Hope to meet and have a talk about your project detail. Sincere Regards
$100 USD în 1 zi
5,0 (19 recenzii)
4,7
4,7
Avatarul utilizatorului
hey i m expert in python programming language project i have read all your instructions i will provide u good work its my promise u will like my work..i i have 4 years experience u can check my profile i have 5 star rating,,waiting for your message..thanks
$140 USD în 1 zi
4,7 (43 recenzii)
5,1
5,1
Avatarul utilizatorului
Greetings, I have read your description and as an expert in ML/AI I am 100% sure can do your project. I have previously worked on Tensorflow/PyTorch/theano/OpenCV/Pandas/Selenium etc. I will be using Visual studio Code for your project using Python. Contact to discuss more details. Thankyou. Best Regards, Shabih Ul Hassan
$140 USD în 5 zile
5,0 (43 recenzii)
4,8
4,8
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I am an inter-disciplinary researcher with over 5 years of professional research experience. I am working as Research Analyst at Ministry of Climate Change. I have been extensively working on Python for last 5 years now, recently developed three machine learning models XGBoost, RandomForest and LSTM networks in Python. I have recently completed my research paper on these three machine learning models. In addition to this i have previously contributed to number of international publications and articles with indepth understanding of research methodologies. Considering my qualification and experience i would be pleased to do this task for you. Look forward to hearing from you soon. Haris
$250 USD în 7 zile
5,0 (7 recenzii)
4,4
4,4
Avatarul utilizatorului
Hi, Greetings for the day! We are a team of passionate Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. We have a good experience of building training and deploying State Of The Art Machine Learning/Deep Learning models. We have built and deployed several Object Detection and Classification models in the past. We have also worked with Object Tracking, Edge and Cloud Deployment, Image Processing and Data Analytics. We strongly believe that our experience and relevant skills make us the perfect candidate for your requirements. We would love to know more about your requirements: data needed for training the model, preferred ML and DL algorithms (if any), model architectures, etc. Some of our projects include Face Mask Detection, Social Distancing Monitoring, Industrial Machinery Defect Detection, Industrial Safety Kit Detection, Root Cause Analysis and more. Please checkout our AI/ML portfolio - freelancer.in/u/iPingDataLabsLLP Our AI/ML tech-stack includes Python, Tensorflow, PyTorch, Keras, OpenCV, GCP, AWS, FastAPI, Flask, Django and more. We have relevant and significant experience in Keras, TensorFlow, and OpenCV. We approach every client with the intent of a long term relationship! Can we connect over chat and discuss the plan of action? Regards, iPing Data Labs
$500 USD în 7 zile
5,0 (7 recenzii)
4,5
4,5
Avatarul utilizatorului
Hi, Dear Employer, I have read your job post carefully. I have over seven-plus years of experience at the ✔Machine Learning ✔python ✔Matlab ✔C program, ✔C++ program. ✔R program, ✔Algorithm✔java, and others. Please feel free, and you may award me the task; I'd be happy and present you with the best products. Let's discuss this further via chat, and I'll start your project right now. Thanks! Al. A.
$140 USD în 3 zile
4,8 (7 recenzii)
4,0
4,0
Avatarul utilizatorului
Hey, I am a DL / ML professional with 5 years of NLP experience. I can do this task. I have also written papers . Let us talk soon on this. Thanks, Pranay
$140 USD în 7 zile
5,0 (4 recenzii)
4,0
4,0
Avatarul utilizatorului
Hi, I would like to inform that I am very familiar with macroeconomic ML project. Before, I studied on forecasting GDP as dependent variable with many independent variable about macroeconomy. Time series data can be result very good with LSTM neural networks. Maybe encoder/decoder networks with CNN can gave superior results. Thanks for selecting me.
$250 USD în 2 zile
5,0 (4 recenzii)
3,5
3,5
Avatarul utilizatorului
Hello, Dear Client. Thanks for your posting! I am a machine learning expert with over 10 years of experience in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of LPR projects for several countries such as United States, United Kingdom, Germany, France, etc. Also, I have developed lots of image detection and recognition projects such as intrusion detection, emotion detection, OCR, age, gender estimation, style transfer, satellite image processing, python flask server and so on. 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. Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Let's share our idea. Looking forward to hear from you soon. Best Regard
$200 USD în 2 zile
4,8 (7 recenzii)
3,7
3,7
Avatarul utilizatorului
I have 13 years of experience in the Writing Industry and I can provide you “SUPREME QUALITY WORK” within your “GIVEN DEADLINE” with “PERFECT GRAMMAR” and “ZERO PLAGIARISM”. I have 1250+ "EXCELLENT REVIEWS" which are a guarantee for my best Quality. Please see my profile and portfolio to assess my quality. I usually produce 10 pages of work every day with 100 percent accuracy. Open chat and send me a message so we can finalize this deal within your budget Thank you.
$30 USD în 1 zi
5,0 (3 recenzii)
3,2
3,2
Avatarul utilizatorului
Hi, dear client. I have read the descriptions and I am an Electrical Engineer and I started my carrier as Electrical Engineer and I am an expert in Machine learning, Python, Java,Algorithm,C,C++S Matlab with skills over 08 years on my job field. You can see my previous work reviews here. https://www.freelancer.com/projects/mathematics/Mathematics-experts-needed-27956310/reviews https://www.freelancer.com/projects/electrical-engineering/Need-EEE-engineer-design-circuit/reviews I'm interested to hear more about the project. I'd be very happy to discuss this further and get started for you as soon as possible. Best regards, Sahehin. Thanks!
$80 USD în 3 zile
5,0 (2 recenzii)
1,6
1,6
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Hi I read your proposal carefully I am very interested for your project I have 6 years experience in Python If you work with me, you will get very good results I want to meet you and discuss more. I look forward to having a great, successful and rewarding relationship with you. thanks
$140 USD în 3 zile
5,0 (1 recenzie)
1,7
1,7
Avatarul utilizatorului
hello, I have seen that you need an experienced python expert for Conceptual analysis involving ML, RNN, and LSTM . I am a professional python expert with more than 10 years experience. I have carefully understood your project requirements am sure that, I can do your project in very professional way. I have some more questions ,lets discuss the details in chatbox thank you
$140 USD în 7 zile
0,0 (1 recenzie)
0,0
0,0
Avatarul utilizatorului
Hello, I am a seasoned independent machine learning specialist who works with several great companies in France. Your project sounds exciting already and i can't wait to work with you. All machine learning tasks or deep learning project from scratch Data processing, Data visualization, extracting insights from data Unsupervised learning algorithms to find patterns. Time series analysis i.e Stock prediction and other forecasting models Recommendation systems such as movie and music recommendations. Fraud detection Churn Prediction Machine learning algorithms such as logistic regression, linear regression, Decision Trees, Random Forest, SVM, GBM, XGBoost, LightGBM, recurrent neural networks (RNN) and Long Short-Term Memory (LSTM) algorithms. I look forward to working with you soon, Kind regards, Barbara Zen.
$140 USD în 2 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul UNITED STATES
Boulder, United States
4,9
10
Metoda de plată a fost confirmată
Membru din aug. 27, 2011

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