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Text Classification Model in Python

Hello,

I need to create a text classification model to classificate social media posts according to its content (4 labels: eg. promotional, informative, etc.).

I've been studying machine learning in my spare time, so this is gonna help me in my learning journey.

You can use any text classifier (naive bayes, SVM, GBoosting, clustering) as long as it's good enough. It would be a dream if the model was a pre-trained model like BERT or XLNet, but it's not a requirement. Also, it'll be nice if you compare at least 2 classifiers.

The dataset consists of social media posts and it's structured (xlsx) and labelled (by human classification). The data requires minimum cleaning I think.

Please, note that I'll study the code, so you'll need to explain the steps in the notebook provided. I have a fairly good knowledge about machine learning, more conceptual than practice.

P.S.: I have a limited budget! Also, the completion should take no longer than 10 days.

If you have any questions, please ask me.

Taidot: Python, Machine Learning (ML), NLP, Datatiede

Tietoa asiakkaasta:
( 0 arvostelua ) Passo Fundo, Brazil

Projektin tunnus: #33714696

15 freelanceria on tarjonnut keskimäärin $180 tähän työhön

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 USD 5 päivässä
(25 arvostelua)
6.2
(90 arvostelua)
5.8
nrajuu07

Hello, I have seen project details that you need a python expert to implement text classification model . Currently, I am working as a Research Associate at the E-Healthcare research centre at IIIT Banglore on Necros Lisää

$150 USD 7 päivässä
(68 arvostelua)
5.8
ChiSquareX

I am Aditya Girish Pawate, the founder of a DeepTech Startup called Chi SquareX Technologies. Most of our members are from one of the Indian Institute of Technology, so you should expect quality work. We provide servic Lisää

$30 USD 7 päivässä
(17 arvostelua)
4.5
iotamahdy

Dear client Hope all is going well with you. I am interested in working with you. I have extensive experiences in developing ML and DL models from scratch and have been working with data for the past 3 years. Let's ha Lisää

$150 USD 5 päivässä
(10 arvostelua)
4.5
(26 arvostelua)
4.6
mohamedabdelall4

Hi, I am sure that I can do this job I'm machine learning engineer experienced in natural language processing (NLP) using Python programming. Feel free to contact me for further details. Thanks

$225 USD 7 päivässä
(6 arvostelua)
3.9
pyanskiy

Dear Client. Pls look at my portfolio. I can make your project.

$300 USD 3 päivässä
(4 arvostelua)
3.6
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 Lisää

$240 USD 7 päivässä
(6 arvostelua)
3.3
freelancetruewo7

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 qu Lisää

$140 USD 7 päivässä
(1 arvostelu)
1.6
hassan318

Do you have the data available for classification ? I have 2+ years of experience in Natural language processing. and i am able to train a good model as per your classification requirement. how much time do you have Lisää

$200 USD 7 päivässä
(1 arvostelu)
1.4
arturneskromnyi

******** MACHINE LEARNING AND NLP Expert ************ I read your project crefully and really interested in this job I have several years experiences of NLP projects before such follows. And i am good with libs and fr Lisää

$250 USD 7 päivässä
(1 arvostelu)
1.4
bernardkanyumu40

PYTHON AND ML EXPERT SOFTWARE DEVELOPER DEAR EMPLOYER, I can assure you 100% that we are fully capable of executing any level of task/project based on the skill required. I am fully confident about our skills and my un Lisää

$140 USD 7 päivässä
(0 arvostelua)
0.0
RAJIVAR2413

hello sir, i can make your text clasification model in python. I have experience in python programming, Machine learning,computer vision,data processing as well as i am python web developer. sir if you accept my propos Lisää

$30 USD 7 päivässä
(0 arvostelua)
0.0
ShubhamS0505

Hello, I am AI Engineer, you have written requirement in really awesome way. Yes, I can do your work very easily using models like BERT which I have used many times for my client projects also I will make 2-3 differe Lisää

$60 USD 3 päivässä
(0 arvostelua)
0.0