Enhance Text Classification with DistilBERT

$30-250 AUD

Completed

Posted

8 months ago

$30-250 AUD

Paid on delivery

Project Description: Enhance Text Classification with DistilBERT I am looking for a skilled developer who can enhance the performance of my text classification model using DistilBERT. The current accuracy of the model is low, and I need someone experienced in natural language processing and machine learning to improve its performance. Text Classification Type: Social Media Posts The texts that need to be classified are social media posts. Therefore, the ideal candidate should have experience in handling and processing social media data, as well as understanding the nuances and challenges associated with this type of text. Preferred Classification Algorithm: DistilBERT I specifically want to implement the DistilBERT algorithm for text classification. Candidates with experience in working with DistilBERT or similar transformer-based models will be given preference. Skills and Experience Required: - Strong background in natural language processing and machine learning - Experience with text classification, particularly with social media data - Familiarity with transformer-based models, preferably DistilBERT - Proficiency in Python and relevant libraries/frameworks (e.g., PyTorch, TensorFlow) - Ability to analyze and interpret model performance metrics to suggest improvements - Excellent problem-solving skills and ability to work independently If you have the necessary skills and experience to enhance text classification with DistilBERT, please

Python

Algorithm

Machine Learning (ML)

NLP

Project ID: 37277460

About the project

20 proposals

Remote project

Active 8 mos ago

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Awarded to:

@calixphd

$0 AUD in 1 day

5.0

(15 reviews)

5.4

20 freelancers are bidding on average $119 AUD for this job

@zeshan7929

I know that you are looking for someone experienced in natural language processing and machine learning to improve the performance of your text classification model. With more than 200 successful and quality Freelancer projects under my belt, I am confident that I can provide the necessary expertise to complete this project. My background in natural language processing and machine learning provides me with the necessary skills to work on this project - specifically strong background in natural language processing and machine learning, as well as experience working with text classification models specifically designed for processing social media data. Additionally, I have familiarity with transformer-based models such as DistilBERT which can be used to improve performance in text classification types such as social media posts. I would be thrilled to discuss this project further if given the opportunity. Please feel free to reach out with any questions or concerns you may have regarding my services or rate me at any time if you're satisfied with my response. Thank you for considering me for this position!

$200 AUD in 1 day

5.0

(140 reviews)

7.0

@sonus21

Hello Anselm! I hope you're well. I'm a senior Python developer with specializing in python app and web development. I've delivered more than 100 projects over time with 5* rating. Here are some of my skills necessary for this task. ➢ Python: Deep understanding of Python and libraries like Pandas, Numpy, Scipy, Plotly, scikit, re, poetry etc ➢ Frameworks: FastAPI, Flask, Django, Jinja and Mako ➢ Databases: MySQL, Redis, DynamoDB, Postgres, Oracle, MongoDB ➢ Async Communications: CQRS, Kafka, Redis, Celery, RabbitMQ, MQTT ➢ Source Code Management: Git, GitLab, Bit-bucket, SVN ➢ Project Management: Jira, Bugzilla, Trello & Asana ➢ Web Servers: Apache Tomcat, Apache Http, Nginx ➢ CI/CD: Jenkins, CircleCI, GoCD, ArgoCD ➢ Cloud Providers: AWS, GCP and Azure ➢ Containerisation: Docker, Kubernetes Best, Sonu

$200 AUD in 7 days

4.9

(54 reviews)

6.2

@OmarFarukBD

I am ready to improve the text classification model using DistilBERT for social media posts. Let's start the work now.

$180 AUD in 4 days

4.9

(24 reviews)

6.0

@FineIdeas

✦✦100% Marks Guaranteed!✦✦ I have over 5 years of experience as an "Engineer and Mathematician". I am ready to deliver solutions that stand out in terms of quality and precision within your given deadline and budget. My academic background, which includes an M Phil in Mathematics and a degree in Physics, equips me with comprehensive expertise in various areas, including Linear Algebra, Calculus, Trigonometry, Geometry, Matrix Algebra, Electronics, Digital Logic Design, Circuit Design, Power System Protection, Communication Systems, and more. My proficiency extends to industry-standard tools and software such as; LTSpice, Multisim, Power Word Simulator, Altium, MATLAB, & Simulink. For a glimpse of my capabilities, please take a moment to review my portfolio at "www.freelancer.com/u/FineIdeas" I am genuinely committed to delivering outstanding results and eager to discuss your project in more detail, waiting for your message. Thank You

$30 AUD in 1 day

5.0

(2 reviews)

4.2

@GhoulamIlyasse

Hello sir, I am an expert in Python and NLP for text classification. I can handle this project as required. Please contact me for more details.I'd like to engage in more detailed discussions with you to achieve successful outcomes. Thank you. Best regards!

$30 AUD in 1 day

4.8

(18 reviews)

4.0

@NasibEEE

My carrier started as an Electrical Engineer; I developed an intuitive feeling about python programming. I understand your project perfectly. I am the best fit for this job with 10+ years of experience in projects and deep knowledge of python, Pandas, Seaborn, Numpy, Matplotlibselenium, and other data science tools. I can write clean, validated python code and make a device-supported py. File. https://www.freelancer.com/u/NasibEEE I'm confident, and I'm excellent for your project. Let's remark on your project within the message box. Regards @ Nasibul H.

$100 AUD in 2 days

5.0

(3 reviews)

3.4

@marwanehamdani

I am excited to hear that you are looking for someone with experience in natural language processing and machine learning who can improve the performance of your text classification model using DistilBERT. As a strong background in these areas will be required for the project, I feel confident that I am the ideal candidate for this job. My past experiences have included working with social media data, specifically text classification types such as social media posts. This knowledge has helped me to gain an understanding of the nuances and challenges associated with this type of text, which will be invaluable when working on this project. Additionally, my proficiency in Python and relevant libraries/frameworks such as PyTorch will make it easy for me to analyze and interpret model performance metrics to suggest improvements if necessary. If you would like more information or would like to discuss this project further please don't hesitate to contact me directly.

$200 AUD in 7 days

4.9

(15 reviews)

3.6

@lalitdeveloper7

I can enhance Text Classification with DistilBERT. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming. I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.

$100 AUD in 3 days

5.0

(14 reviews)

3.4

@SolutionMart

Enhance Text Classification with DistilBERT My name is "Usama Safdar" and I am a Ph.D degree holder which means I am highly-capable to tackle this project "Content Editor " with 100 percent accuracy. I am a professional writer with over 6 years of experience in writing; Essays, Research Summaries, Thesis, Dissertation, Lab Reports and Case Studies. I always provide High-Quality Solutions within the shortest possible time with all instructions followed against very reasonable prices. I can manage works even with shortest deadlines like; "2500 words work in just 6 Hours" with very reasonable time. As a pro academic writer I am also familiar with all the referencing styles; such as APA, Harvard, OSCOLA, IEE, MLA etc. I always provide plagiarism-free solutions and as a prove I also provide "FREE Turnitin reports". For Samples, please visit my profile https://www.freelancer.com/u/SolutionMart Please message me to start the discussion. Thank You

$30 AUD in 1 day

5.0

(7 reviews)

3.1

@ImraanTech

Hey man Certainly, I can help you enhance text classification using DistilBERT. DistilBERT is a distilled version of the popular BERT (Bidirectional Encoder Representations from Transformers) model, designed to be smaller and faster while retaining much of BERT's performance. Please ping me Thanks

$180 AUD in 1 day

3.7

(6 reviews)

3.9

@HelpingHut

I am damn sure that I can complete this project "Enhance Text Classification with DistilBERT" beyond your expectations and within your given time and budget. I am a Ph.D. degree holder with more than 10 years of experience in academic writing with 700+ reviews with 4.8 ratings. Alongside my team, I provide custom writing that not only meets your requirements but will also get high grades in your homework and assignments. I can solve any kind of assignment related to any subject; Business, Public Relations, Economics, International Affairs and relations, Education, History, Sociology, Psychology and Criminology, Engineering, Mathematics, English, Literature, and Psychology. I will help you to score over 90% grades in all your homework and assignments even with short deadlines. I promise you that I will provide high-quality and plagiarism-free solutions even with "4-Hours" deadline. Please click on "Award" button to hire me. I am waiting for you, "Thank You"

$30 AUD in 1 day

5.0

(4 reviews)

3.1

@chatgptsuperpow8

DistilBERT can significantly improve the performance of text classification models. With your help, I am confident that my model can be made more accurate and efficient than what it is currently. I understand the nuances and challenges associated with text classification, particularly social media data. As part of our team, we operate quickly and efficiently and are able to provide the necessary skills and experience necessary to implement DistilBERT into my model. We would be delighted to work with you on this project - please feel free to contact us if you have any questions or would like more information about us or our services..

$140 AUD in 7 days

5.0

(1 review)

2.0

@Jcprinsila

Hi, Dear Employer, I have read your job post carefully. I can write clean, validated python code and make a device-supported py File. I have over 12-plus years of experience with python, /Django /ChatGPT/Ubuntu/Keras/OpenCV/Pytorch/TensorFlow/Pandas/Numpy, and others. Please feel free and you may award me the task; I'd be happy and present you with the best products. Let's discuss this further via chat, and I'll start your project right now. Thanks! Jcprinsila.

$250 AUD in 3 days

4.2

(1 review)

1.2

@shved77969

Hi Anselm Ifeanyichukwu U.. How are you doing? As a highly skilled Software developer, The skills required for your project ---------------------------------Enhance Text Classification with DistilBERT----------------------------- are my main specialty. I can help you perfectly. I am very confident with my skills and I'd like to help your business by doing my best. My clients have never been frustrated with my work and I hope to make you one of them. Please confirm that I am one of the best fits for you and drop me a message for further discussion. Thanks and Best Regards.

$156 AUD in 5 days

0.0

(0 reviews)

0.0

@MuskMaven

ok I understood your requirement but I have few doubts, text me so I can clear all my doubts right away, I can help you and i am ready for work. Thank you

$140 AUD in 7 days

0.0

(0 reviews)

0.0

@Navilhassan91

Hi. After reading the job description carefully, I feel I have the skillset necessary to complete this task. I am a senior Python developer with 6 years of experience; primarily focusing on DistilBERT. I am ready to work with you on this project and if you provide me detailed info, I will start it immediately. I am looking forward to working with you for the long term. Thank you

$140 AUD in 1 day

0.0

(0 reviews)

0.0

@edwinprakash603

I am a seasoned natural language processing and machine learning specialist with a proven track record in text classification, particularly with social media data. My expertise extends to transformer-based models, including DistilBERT, and I have a strong proficiency in Python, PyTorch, and TensorFlow. I can analyze and interpret model performance metrics to significantly improve the accuracy of your text classification model. I'm eager to collaborate and elevate your project's success.

$50 AUD in 7 days