Machine Learning Foundations: Ep #10 - Using NLP to build a sarcasm classifier

Subscribers:
2,510,000
Published on ● Video Link: https://www.youtube.com/watch?v=-8XmD2zsFBI



Category:
Let's Play
Duration: 17:48
23,551 views
630


Machine Learning Foundations is a free training course where you’ll learn the fundamentals of building machine learned models using TensorFlow.

In Episode 10, we’re going to put our knowledge of how to preprocess text data to use and train a text classifier to detect sarcasm in news headlines.

Sarcasm in News Headlines Dataset by Rishabh Misra → https://goo.gle/3c6A6Ur
Sarcasm detector Colab 1 → https://goo.gle/3gwBKSP
Sarcasm detector Colab 2 → https://goo.gle/3d6sIJY

TensorFlow is Google’s end-to-end open source machine learning platform. For more videos about TensorFlow, subscribe to the TF YouTube channel → https://goo.gle/TensorFlow

Machine Learning Foundations playlist → https://goo.gle/ml-foundations
Subscribe to Google Developers → https://goo.gle/developers




Other Videos By Google for Developers


2020-07-16Android 11 Beta 2, Google Pay plugin for Magento 2, Cloud Next ‘20 OnAir, & more!
2020-07-10Inspiring moments | North America Experts Summit 2019
2020-07-09Android 11 compatibility, SHED types and traits, Google Cloud VMWare Engine, & more!
2020-07-08[DEPRECATING] Conversational Actions overview - Actions Builder & Actions SDK
2020-07-02New privacy and security features in Android 11, AI Adoption Framework, new Flutter tools, & more!
2020-07-01Enhanced Smart Home analytics
2020-06-26[DEPRECATING] Creating an Action for the Google Assistant with Actions SDK (Behind the Actions)
2020-06-25Android Conversation Shortcut API, ML Kit standalone SDK, Google Pay button for React, & more!
2020-06-25AR Realism with the ARCore Depth API
2020-06-24[DEPRECATING] Scenes - Actions Builder & Actions SDK
2020-06-24Machine Learning Foundations: Ep #10 - Using NLP to build a sarcasm classifier
2020-06-23[DEPRECATING] Intents - Actions Builder & Actions SDK
2020-06-22[DEPRECATING] Actions Project - Actions Builder & Actions SDK
2020-06-20Machine Learning Foundations: Ep #9 - Using the Sequencing APIs
2020-06-18Android 11 Beta, Google Play Asset Delivery, Firebase Crashlytics SDK, & much more!
2020-06-18[DEPRECATING] Overview - Actions Builder & Actions SDK
2020-06-17[DEPRECATING] Creating an Action for the Google Assistant with Actions Builder (Behind the Actions)
2020-06-16Machine Learning Foundations: Ep #8 - Tokenization for Natural Language Processing
2020-05-28Announcing Firebase Live, Flutter Day, Java 11 on Google Cloud Functions, & more!
2020-05-27Machine Learning Foundations: Ep #7 - Image augmentation and overfitting
2020-05-23Machine Learning Foundations: Ep #6 - Convolutional cats and dogs



Tags:
Google
developers
GDS: Yes
Using NLP to build a sarcasm classifier. Sarcasm classifier
ml
machine learning
deep learning
AI
get started with machine learning
intro to machine learning
machine learning tutorial
computer vision
natural language processing
NLP
sarcasm
sarcasm detection
text classifier
machine learning models
what is machine learning
machine learning platform
Machine Learning Foundations
TensorFlow
TF
Google Developers
Laurence Moroney
ml tutorial