You will get a fantastic project related to NLP and Data Science backgraound.
Project details
Masked Language Model (BERT - MLM - NLP)
This project leverages BERT's Masked Language Model (MLM) capabilities to predict masked tokens in sentences, thereby improving language understanding through context. The key features include:
• Masked Token Prediction: BERT is used to predict masked words in input sentences, demonstrating the model's contextual understanding.
• Training Metrics: Important training scores such as Average Cosine Similarity, Jaccard Similarity, Edit Distance, and Precision are displayed.
• Interactive User Input: Users can input text with masked tokens to see BERT's predictions.
The project provides insights into the practical applications of BERT in NLP tasks, showcasing its potential for improving language models.
This project leverages BERT's Masked Language Model (MLM) capabilities to predict masked tokens in sentences, thereby improving language understanding through context. The key features include:
• Masked Token Prediction: BERT is used to predict masked words in input sentences, demonstrating the model's contextual understanding.
• Training Metrics: Important training scores such as Average Cosine Similarity, Jaccard Similarity, Edit Distance, and Precision are displayed.
• Interactive User Input: Users can input text with masked tokens to see BERT's predictions.
The project provides insights into the practical applications of BERT in NLP tasks, showcasing its potential for improving language models.
Machine Learning Tools
BERT, GPT-3, NLTK, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, TensorFlowWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 15 days | 10 days | 8 days |
Number of Revisions | 0 | 3 | 0 |
Number of Model Variations | 1 | 1 | 1 |
Number of Graphs/Charts | 0 | 1 | 3 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$15 - $35
Additional Model Variation
(+ 5 Days)
+$50
Additional Graph/Chart
(+ 2 Days)
+$10
Model Documentation
(+ 2 Days)
+$10About Nishant
ML || Data Science || Deep Learning || ML Projects || NLP
Greater Noida, India - 5:07 pm local time
Machine Learning
Natural Language Processing
Data Analysis
Python Programming
Deep Learning
Experiences:
Developed machine learning models for sentiment analysis, classification, and prediction tasks.
Conducted in-depth data analysis to extract insights and inform decision-making processes.
Implemented natural language processing techniques to analyze text data and extract meaningful information.
Collaborated with cross-functional teams to develop and deploy data-driven solutions.
Contributed to open-source projects and participated in data science competitions on platforms like Kaggle.
Interests:
Exploring new machine learning algorithms and techniques.
Solving real-world problems using data-driven approaches.
Contributing to the advancement of artificial intelligence and its applications.
Continuous learning and professional development in the field of data science and machine learning.
Sharing knowledge and insights with the data science community through blogs, tutorials, and presentations.
Steps for completing your project
After purchasing the project, send requirements so Nishant can start the project.
Delivery time starts when Nishant receives requirements from you.
Nishant works on your project following the steps below.
Revisions may occur after the delivery date.
Data Preprocessing
Model Architecture Building