Data Augmentation for Text | NLP | Python

⭐️ Content Description ⭐️ In this video, I have explained about data augmentation for text and it's uses. Augmentation of Text data will help to reduce overfitting and generate more samples. GitHub Repo: https://bit.ly/datascienceconcepts 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 Linkedin: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: https://youtu.be/QF1FlfEMVOM ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Overview of Data Augmentation for Text 02:39 Synonym Replacement 06:22 Random Substitution 08:15 Random Deletion 09:16 Random Swap 10:18 Back Translation 13:44 End #dataaugmentation #nlpconcepts #hackersrealm #deeplearning #machinelearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #naturallanguageprocessing #ai #nlp #datascientist #neuralnetworks #ml #bot #chatcommerce #pythonprogramming #tensorflow #data #chatbots #dataanalytics