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Classification Machine Learning Project Checking If text written by male or female (Text In Hebrew)

$10-30 USD

Closed
Posted over 2 years ago

$10-30 USD

Paid on delivery
Given Corpus data labeled (stories tagged) corpus labeled, i.e. including values ​​target. Each story has a tag indicating the gender of the story writer. Gender is represented as a string with 2 options: • 'm -' for (male) • 'f -' for (female) You must build a classification model whose job is to classify the gender of a narrative paragraph as above. It is allowed to use any material that includes python basic modules, (learn sickit, pandas, numpy, and model 're' for regular expressions) In addition, it is must to use the modules : tokenizer in Hebrew (pip install hebrew_tokenizer) and WordNet in Hebrew (pip install wn , python -m wn download omw-he:1.4) text analysis tools (in addition to words stop, which is prohibited in use) The files attached to the task (3 files): File [login to view URL] tagged - for training file name: [login to view URL] Excel file of the tagged corpus , This is a file that contains a trained data , Raw and that should be turned into a feature vectors. The file contains 2 columns: 1.'Story' - A column containing a narrative paragraph 2.‘Gender' - A column that contains the gender of the author of the paragraph File [login to view URL] not tagged -for the test classification file name: [login to view URL] Another excel file, containing narrative paragraphs. The file contains new examples which should be categorized. It contains the following columns: 1.‘Story’ - A column containing a narrative paragraph 2.‘Id_example_test’ - which denotes the test sample File 3. An empty submission notebook for submitting the exercise (with few additions that we made) file name: [login to view URL] The notebook in which you run the code All the files will be send after closing the job.
Project ID: 32479344

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Active 2 yrs ago

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I am an experienced IT professional and a Data Science practitioner. Your job caught my eye and looks to be quite interesting to me. I have developed various algorithms pertaining to ML/DL/NLP/Computer Vision from exploratory data analysis (EDA) to model building till deployment. I have good experience in python, TensorFlow and have extensively used GPU for ML model training. I am confident that I will be able to help you by developing a Deep Learning model using NLP for classification as per your requirement. Notable Projects successfully completed: - Microsoft malware prediction - Weekly sales forecasting (Amazon) - Image Search - Telecom network Anomaly detection - Text classification - OCR image recognition and text extraction - Chatbot Relevant Skills: - Advanced Excel - Python - Keras - TensorFlow - Google Colab - OpenCV - Tableau Let's have a chat to understand the objective of the project and more details around it. I assure you the best quality results and ensure the customer satisfaction. Looking forward to hearing from you soon. Thanks for the opportunity.
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Hi, We have extensive experience in computer vision and have worked on many detection and classification problems. Please let me know if we can chat more on this. Thanks,
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Hello sir, I am very interested in your project. I have gone through your requirements and i believe that i can be a valuable asset to your project. I am an expert in machine learning, deep learning and NLP. Previously i have worked with various projects related to text classification. I have 3+ years of experience in the field. Hope to get in touch and work together.
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Hi! I'm 1.5 years experienced Machine Learning Engineer and Data Science Trainer ready to work for you in an efficient way with strong Data Science and Machine learning background. My Core Skills are: Machine learning - Classification, Regression, Association Rule Mining, Clustering & Dimensionality Reduction, Natural Language Processing, TensorFlow, Reinforcement learning, Reward-Based Models. Languages: Python, R, KNIME
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Hello, i am expert in python, R programming and bash scripting. I know how to work on excel and word documents. I am good candidate for your project I also know how to build ML model for classification using python "sickit", NUmby and pandas
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Hi Manager, I Adityaraje Desai have done certification course in AI,ML and Deep Learning I have worked on many projects like heart disease prediction,leaf disease prediction and covid disease. I have worked on Deep Learning projects like sign recognition, moving objects recognition and many more I have the credibility to do the project. Thankyou for your valuable time
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Hi, I am a ML/DL professional, working on ML models from last 4 years. I am a graduate from IITR, my forte is the intuitive and backend mathematics of Machine Learning models. I have done 4 internships and worked for two major startups in India and worked on their ML models. I can help you with your issue as i have also been content creator for AI/ML courses in past and hence i have good understanding of the curriculum too. I have been involved in hiring for my company too, so i can help.
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I'm highly skilled with Machine Learning and I'm an advanced computer engineering student. I work with Tensorflow, Scikit-Learn and more libraries of this kind. Contact me and we talk!
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Hello, I am a Professional Data Science and Machine Learning expert with more than 4 years of experience. I can provide quick solution to your problems. I have developed various Regression models, Classification models, Clustering models, and Association models. My Expertise includes: Python:4+ with Pandas, scipy, numpy, matplotlib and sklearn. Machine learning: Regression, Classification, Clustering and Association. Natural Language Processing: Spacy, NLTK, Wordnet, Chatbot, LabelEncoder, Stopwords, Machine learning tools and libraries: OpenCV, numpy, scikit-learn, jupyter notebook etc. I would like to invite you for the initial discussion of the project where we can discuss the requirements and will move ahead forward accordingly. Let's connect and share your requirements with me, I will definitely give you solution as per your requirement. Best Regards, Tushar
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I have more than 12 years of experience in Data Science and Analytics. I have good knack for data and related Visualization projects. I have excellent skills in Python, R, Tableau, Power BI, Excel, etc. I have already delivered many projects in the field while creating leadership dashboards or advanced Machine Learning models. Few use cases - Customer analytics | Campaign Analytics | Location Analytics/ Site selection | Recommender Systems/ market basket analysis | Churn Analytics | Price modelling | Market Potential & penetration analysis | Resume Parsing & Shortlisting | Sentiment Analysis | Stock Market Prediction. I have carefully read your requirements and confident to deliver the best quality work according to your satisfaction. Moreover, I have delivered very similar kind of projects for clients. Please feel free to connect for any clarifications or to check my previous work. Check my complete profile - https://www.freelancer.com/u/anuraggupta131
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Hi, I'm a seasoned Data Analyst with over 18 years of experience in data analysis domain. I've recently completed some projects using Machine learning and would be happy to share my work with you. I've been working in the AI/ML space for the last 4 years and have successfully completed 30+ projects. I've done a similar project of identifying the writer of the novels. Request you to connect with me over the chat to go over the details regarding the project. Best, Lalit
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Flag of ISRAEL
Tel Aviav, Israel
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Member since May 23, 2021

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