[ FreeCourseWeb ] NLP with BERT - Fine Tune & Deploy Production Ready ML Model

[ FreeCourseWeb.com ] NLP with BERT - Fine Tune & Deploy Production Ready ML Model

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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 39 lectures (3h 55m) | Size: 1.4 GB
Build & Deploy ML NLP Models with Real-world use Cases. Multi Label & Multi Class Text Classification using BERT.
What you'll learn:
What is BERT?
How to work with BERT in Google Colab
Complete End to End NLP application
How to use BERT with Keras, ktrain, and TensorFlow 2
Deploy Production Ready ML Model
Fine Tune and Deploy ML Model with Flask
Deploy ML Model in Production at AWS
Deploy ML Model at Ubuntu and Windows Server
DistilBERT vs BERT
Optimize your NLP Code

Requirements
Introductory knowledge of NLP
Comfortable in Python, Keras, and TensorFlow 2
Basic Elementary Mathematics

Description
Are you ready to kickstart your first BERT NLP course?

Prior knowledge of python and Data Science is assumed. If you are a beginner in Data Science, please do not take this course. This course is made for medium or advanced level of Data Scientist.

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