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BERT NLP Model Explained for Complete Beginners

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From sending letters in physical mailboxes to direct messages through your favorite social media application, the explosion of text has been astronomical. The innovation and development of mobile devices and computers helped push this increase, and this geometric growth has called for innovative ways to understand and process text.

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15 Machine Learning Projects GitHub for Beginners in 2023

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If you are a beginner searching for Machine Learning GitHub Projects, you are on the right page. Below you will find a list of Machine Learning projects on Github that are beginner-friendly and popular among Data Science enthusiasts. Face Detection Kaggle Machine Learning Projects on GitHub 1. Text Summarization 3.

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A-Z Guide to Text Summarization in Python for Beginners

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An average individual uses Google Search more than three times a day. Google uses featured snippets to display an article's summary to respond to users’ queries. There’s one common aspect in both these cases, and that is what you will learn about in this article: Automatic Text Summarization.

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Transformers BART Model Explained for Text Summarization

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Generalizing BERT (due to the bidirectional encoder) and GPT2 (with the left to right decoder) - Enter the World of a Mysterious new Seq2Seq Model - BART Models Table of Contents What is the BART HuggingFace Transformer Model in NLP? What is BART Model used for?

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50 ML Projects To Strengthen Your Portfolio and Get You Hired

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The most trusted way to learn and master the art of machine learning is to practice hands-on projects. Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems.

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20 Python Projects for Data Science in 2023

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Top 20 Python Projects for Data Science Getting Started with Python for Data Science FAQs about data science projects Why Learn Python for Data Science? Following is a non-exhaustive list of libraries available to use in Python for Data Science - seaborn, matplotlib , sci-kit learn, NumPy , SciPy , requests, pandas , regex etc.

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10 Real World Data Science Case Studies Projects with Example

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We have developed ten exciting data science case studies to explain how data science is leveraged across various industries to make smarter decisions and develop innovative personalized products tailored to specific customers. Walmart Sales Forecasting Project uses historical sales data for 45 Walmart stores located in different regions.