Question Answering using Transformers Hugging Face Library || BERT QA Python Demo

Grab exclusive offers on our 'AI Acceletor Programme': https://www.datahatai.in/ Heard of "ChatGPT"?? Perhaps tried it too... The foundation behind ChatGPT is the transformer architecture. In this video we shall build a question answering model using the transformers library of hugging face We shall learn to select a pre-trained model depending on our task and build a pipeline to get the desired output Find the references here: * Hugging face model hub: https://huggingface.co/models * Pipeline using hugging face: https://huggingface.co/docs/transformers/main/main_classes/pipelines * Why transformers are more powerful over other NLP architectures such as RNNs and LSTMs: https://www.linkedin.com/posts/sourav-agarwal-saag_jayalammer-datahat-datascience-activity-7083323822443016192-jWqr?utm_source=share&utm_medium=member_desktop If you would like me to prepare a separate video explaining how transformers work and why are they so powerful, comment "interested" below -------------------------------------------------------------------------------------------------------- Why learn #datascience ?? "Data Science is the sexiest job of 21st century" If you are a #btech student, #diploma in #computerscience, #graduate looking to #career #transition into #datascience , #machinelearning, #dataanalysis, this is a place for you Everyone of us use social media platforms such as instagram, facebook, or binge watch on OTT platforms such as #youtube , netflix, prime, hotstar or window shop on e-commerce sites such as amazon, flipkart, myntra It certainly amazes us to see the products of our choice and interest being #recommended to us, our favorite shows being filtered among millions of others However, not many get to understand how it works. Not to worry, we shall help you understand the concepts in a #simplified and #concise fashion, helping in career transition into machine learning or data science -------------------------------------------------------------------------------------------------------------------------------------- Why learn from datahat?? "Datahat is a bridge" learners --- professionals by simplified data science It provides a platform to learn, create and collaborate helping in the #career #transition to data science, machine learning and data analysis Understand the broad domain of data science and its related subdomains in machine learning, data analysis, data engineering in a self paced, #structured and #guided learning * Here are few interesting reads on our blog: https://medium.com/@souravagarwal54321 * Connect with us on linkedIn: https://www.linkedin.com/company/datahat-unfoldingmystery/ -------------------------------------------------------------------------------------------------------------------------------------- Additionally, here are few more useful resources for beginners and curious data enthusiasts 1. kaggle: a platform to learn, practice, compete and win cash prizes [https://www.kaggle.com/] 2. paperswithcode: website presenting the latest in machine learning and data science research and the code implementations [https://paperswithcode.com/] 3. google colab: a platform to run code, build machine learning solutions, explore the capabilities of GPU and TPU without any hassle in setting up the environment: [https://colab.research.google.com/] Remember, "the greatest investment ever made is investment in self growth and learning"