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Data Scientist for NLP tasks

I'm looking for an expert in a field of NLP, Data Science, Machine Learning who could help me with the following task:

- I have 1M textual documents (title, body, author)

- To cluster similar documents together

- To create a single title for a cluster

- To perform sentiment analysis over the whole cluster (or to sum up sentiments of all articles within the cluster?)

All of tasks above needs to be made in a way so we can feed these data to backend service and then feed to application (using elasticsearch?). Basically, think about it as we are trying to make another Google News ([login to view URL])

- I need to know how to accomplish these tasks

- What is the best technology stack to create easy data service for simple REST backend

Taidot: Keinoäly, Elasticsearch, Koneoppiminen

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Tietoa työnantajasta:
( 0 arvostelua ) Czech Republic

Projektin tunnus: #17372784

31 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_18% %project_currencyDetails_sign_sub_19%/tunti tähän työhön

AItechnology

Experienced data scientist and developer with over 10 years of experience and have worked extensively worked on NLP tasks using Bag of words, Word2vec etc. approaches. Have understood the stated objective and believe t Lisää

€40 EUR / tunti
(22 arvostelua)
6.2
dinhfreedom

---Very Nice Job. Professional Artificial Intelligence, Elasticsearch, Machine Learning expert. Best result in time----- [login to view URL] I read your description very carefully. I am very interesting for your project bec Lisää

€40 EUR / tunti
(26 arvostelua)
5.7
shivampanchal

I have a good hands on working with Advanced Excel, 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 Application. My ar Lisää

€40 EUR / tunti
(14 arvostelua)
5.2
williams115

Hi, there - My name is Phong. I have read your job description and I am very interested in this project. I have 7+ years experience in natural language processing and data processing/analysis so I am confident to do Lisää

€40 EUR / tunti
(10 arvostelua)
4.7
vaibhav290797

I have 3 years of experience in machine learning and deep learning. For your problem: 1. create a text to vec model (or use existing one) 2. cluster to similar documents using sentiment analysis using AEs. 3. Per Lisää

€36 EUR / tunti
(10 arvostelua)
4.3
iamajayjadhav

Hello, Greetings of the day.!! Your project attracted my attention at first glance, because I've really rich experience in Machine Learning & Python Programming. I have worked on several similar projects before! Lisää

€36 EUR / tunti
(8 arvostelua)
4.2
vorasiddh4it

We have 10+ years experience in software development. We have developed 400+ projects and the research paper in the field of Machine Learning, Artificial Intelligence and Image processing (GIS), Network, SEO based Web Lisää

€40 EUR / tunti
(8 arvostelua)
4.3
DuMHao

Hello Sir, Thank you for your job posting. I am an expert in machine/deep learning with high experience and deep knowledge. For several years, I have worked with complex ML/AI projects with machine learning alg Lisää

€40 EUR / tunti
(5 arvostelua)
4.5
nitinbhardwaj01

I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. I am also a freelance chatbot d Lisää

€40 EUR / tunti
(13 arvostelua)
4.6
chrisvwn

Hi, You are looking to use NLP and machine learning to create a newsfeed. I can assist you to cluster the articles to determine their categories and perform sentiment analysis per category to create a trend of ov Lisää

€40 EUR / tunti
(9 arvostelua)
4.8
iitmshanker

Following skills and experiences make me a suitable candidate: 1) 4 years of experiences working in the field of machine learning and AI. 2) Equipped with latest technologies: tensorflow, torch, gpu processing, lua Lisää

€40 EUR / tunti
(7 arvostelua)
4.1
MoAbd

we will use LDA to cluster the documents, and I have done this task before for sentiment analysis, we can perform a supervised machine learning algorithm to classify the documents also for REST API , I recommend FLAS Lisää

€40 EUR / tunti
(15 arvostelua)
4.6
kujin2018

hi i am a machine learning expert i have good experiences i think i am very suitable for this job let us discuss thank you

€40 EUR / tunti
(2 arvostelua)
3.4
general985

Hello sir. I'm excited about your project, because I've really rich experience in NLP & Python Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderful Lisää

€36 EUR / tunti
(3 arvostelua)
2.7
€44 EUR / tunti
(1 arvostelu)
2.2
saikatkumardey

Hi, I am a data scientist with 2+ years of NLP experience. I have built similar products in the past while working for an MNC. In order to solve your problem, I will use dense vector representation of the documents an Lisää

€38 EUR / tunti
(1 arvostelu)
1.4
hiteshabheda

Hi I'm Hitesh, owner of NIVIDATA CONSULTANCY. I have a great and experienced team of Python Django, Machine Learning and Blockchain developers. Additionally, we can provide a great support to carry out your proje Lisää

€36 EUR / tunti
(1 arvostelu)
1.0
€36 EUR / tunti
(1 arvostelu)
1.0
hoanganh928

Hi! Considering the size of your database, I suggest making a recommender based on nearest neighbor search. This involve training a neural net to classify documents, then use it to extract encoding for each document. Lisää

€38 EUR / tunti
(1 arvostelu)
1.0
ankurchauhan30

With the vision and experience of deploying production ready NLP products my skills align with your requirement. Word2vec | Topic Modelling are some general approaches to kick startup and set benchmarks for your proje Lisää

€38 EUR / tunti
(1 arvostelu)
0.6