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Text Classification Model in Python

$30-250 USD

Closed
Posted almost 2 years ago

$30-250 USD

Paid on delivery
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.
Project ID: 33714696

About the project

14 proposals
Remote project
Active 2 yrs ago

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14 freelancers are bidding on average $183 USD for this job
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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 in 5 days
5.0 (27 reviews)
6.3
6.3
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******** 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 frameworks for Machine Learning, NLP - NLTK, Spacy, Gensim, Transformers - Tensorflow, Keras, Pytorch, Caffe - Neural Network models, Resnet, VGG, Inception, Yolo, LSTM, RNN, GAN - Text Generation and Classification - Auto ChatBot, Recommendation - Multi-linguistic Machine Translation - Spell checking system - Sentimental Analysis Please contact me. Regards
$250 USD in 7 days
5.0 (2 reviews)
5.6
5.6
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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 services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning Models Frameworks are compatible with Pytorch, Tensorflow, Keras. Training ML models like Bayesian Networks, XGBoost, Random Forest, Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident that I can contribute towards it. Please message me so that we can talk further about your project.
$30 USD in 7 days
5.0 (18 reviews)
4.5
4.5
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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 have a little chat to discuss more about your project. Hope to hear from you soon.
$150 USD in 5 days
4.9 (11 reviews)
4.5
4.5
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Dear Client. Pls look at my portfolio. I can make your project.
$300 USD in 3 days
5.0 (11 reviews)
4.4
4.4
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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 in 7 days
5.0 (12 reviews)
4.5
4.5
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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 them. Your project is so easy for me, so I can complete it in short time with 100% quality Which type of code formation do you want to receive Jupyter notebook or .py file ? Also can you tell me exactly time ? I GUARANTEE MY WORK. If you don't like my work, I will complete it as you want and it will be free I will wait your response Best regards
$240 USD in 7 days
5.0 (6 reviews)
3.3
3.3
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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 to complete this ? Thanks.
$200 USD in 7 days
4.4 (1 review)
1.4
1.4
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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 understanding of the project description and we are ready to go through any test or sample task you assign to acquire your trust. Let me know when are you available for an initial 15-30 minutes discussion (free of charge) so we can discuss the requirement in detail and I can walk you through the mentioned systems to acquire your trust in my skill Rest assured your work is in very safe and professional hands. THANK YOU
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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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 proposal then i will give my 100% best to satisfy your need in least time.
$30 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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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 different models and will give you comparison report over it so it will better for your studies. I have done many similar projects before so trust me I can do this easily. if you are interested then message me. Thank You! Regards, Shubham
$60 USD in 3 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of BRAZIL
Passo Fundo, Brazil
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Member since May 17, 2022

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