Sedang Disiapkan

Categorical machine learning microservice

I need a probability estimator running as a microservice with high availability and a response time measured in milliseconds (or less)

The training set is 150 million records, unbalanced, all features are categorical, some categories with high cardinality. The model needs to be updated daily.

I'm thinking Catboost + FastAPI + Docker / Kubernetes, but I'm open to suggestions

The dataset will be imported from mysql, but I can provide a sample csv

The project should include feature analysis, hyperparameter tuning, and assistance with installing the microservice in our servers, ie everything between providing the data and getting it up and running

Kemahiran: Python, FastAPI

Tentang Klien:
( 0 ulasan ) Madrid, Spain

ID Projek: #33792753

Dianugerahkan kepada:

(6 Ulasan)
3.0

30 pekerja bebas membida secara purata €747 untuk pekerjaan ini

AzzkaNoor

Hi. I have seen your project. "Categorical machine learning microservice". Experienced Python developer here with 6+ years of extensive hands-on experience in ML/AI development. I am happy to mention that I rank in th Lagi

€750 EUR dalam 20 hari
(16 Ulasan)
7.0
apoplavsky

Hello, I am ready to start doing this project. I'm a ML / AI / Python engineer with about 10 years of experience. Let's connect in chat in order to discuss further. Best regards, Alexander [login to view URL] Lagi

€750 EUR dalam 10 hari
(4 Ulasan)
6.8
(62 Ulasan)
7.0
datascientist90

I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf.

€500 EUR dalam 7 hari
(23 Ulasan)
6.3
(76 Ulasan)
6.1
(14 Ulasan)
5.7
shabih2468

Greetings I saw your project and as an expert in Python/ML/AI/DL I am sure I can do your task. I have previously worked on various state of the art deep learning projects which includes making models for text, music in Lagi

€500 EUR dalam 2 hari
(53 Ulasan)
5.4
lescaeric

Hi, nice to meet you. I am happy to bid on your project. I have read your job description carefully and I am interested in this project. I have more than 7 years of solid knowledge and practical experience in this fiel Lagi

€250 EUR dalam 7 hari
(8 Ulasan)
5.0
sramireddy065

☀️☀️☀️☀️☀️ Hello , I hope you are safe and Doing well I have seen your project requirements , I am looking to discuss further with you Hope we will meet soon to discuss further ☀️☀️☀️☀️☀️ ⚡️⚡️ Coming to me, I'm a Data Lagi

€500 EUR dalam 7 hari
(47 Ulasan)
5.8
(14 Ulasan)
4.8
kvaraxina

Dear sir. Your project description made me excited because I'm real expert in this field. I've great experience of 10++ in Python & Machine Learning, so I'm quite sure that I can provide excellent result in time. If we Lagi

€700 EUR dalam 7 hari
(4 Ulasan)
4.7
sajjadtaghvaeifr

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 hav Lagi

€500 EUR dalam 7 hari
(13 Ulasan)
4.4
(21 Ulasan)
4.2
Samidullo

Hi there I read your post and I really want to work with you, if it is possible. I work as a AI engineer, you can check my profile to proof. I worked a lot of ML/DL projects before. If you want to see, I can show th Lagi

€500 EUR dalam 7 hari
(3 Ulasan)
2.5
rn00177

As an ML Engineer, I am certain I can provide you the best solution in deploying such fast and highly-available microservice. FastAPI & Docker sounds like a good fit as you suggested your self, but might want to consid Lagi

€570 EUR dalam 3 hari
(1 Ulasan)
2.6
OSolovyev

Hello, I can build you a micro-service with Python and Docker. Have used catBoost as a Data Scientist in Banking to build Scoring models. Have used Docker for unit tests. Earned M.S. in Analytics from Top Tech Universi Lagi

€500 EUR dalam 7 hari
(1 Ulasan)
2.2
NEHABHAT92

Hi, I can create Categorical machine learning microservice I am an experienced Web developer and work on crypto currency development and equipped with all the necessary skills to provide you best website that complet Lagi

€500 EUR dalam 7 hari
(1 Ulasan)
2.0
pentagoncoders

Hello Dear Client, after thoroughly reading your PROJECT DESCRIPTION i have clearly understood it and i would like to work with you. I am Certified PHD holder in SOFTWARE ENGINEERING and DEVELOPMENT. I am a skilled and Lagi

€500 EUR dalam 7 hari
(3 Ulasan)
1.5
maksimjevdjic122

Hello, how are you? As a senior developer, I always concern with Security while development. Skill Set: - Basic skill C, C++ I have developed anti-virus, VPN, game engines an Lagi

€555.56 EUR dalam 10 hari
(0 Ulasan)
0.0
lazarpetrovic111

Hello, hope you are doing well. I've read your job description and I am very interested in your project. I am an expert who have 8 years of experience in Fullstack web & blockchain development. Lagi

€555.56 EUR dalam 10 hari
(0 Ulasan)
0.0