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Showing posts with the label Machine Learning

Applying pipeline “tensorflow_embedding” of Rasa NLU

According to this nice article, there was a new pipeline released using a different approach from the standard one (spacy_sklearn). I wanted to give it a try to see whether it can help with improving bot’s accuracy.

After applying done, I gave an evaluation of “tensorflow_embedding”. It seemed to work better a bit. For example, I defined intents “greet” and “goodbye” with some following messages in my training data.
## intent:greet- Hey! How are you? - Hi! How can I help you? - Good to see you! - Nice to see you! - Hi - Hello - Hi there ## intent:goodbye- Bye - Bye Bye - See you later - Take care - Peace In order to play around with Rasa NLU, I created a project here. You can have a look at this change from this pull request. Yay!

When I entered message “hi bot”, then bot with “tensorflow_embedding” could detect intent “greet” with better confidence scores rather than bot with “spacy_sklearn”. The following are responses after executing curl -X POST localhost:5000/parse -d '{&qu…

"Java & Agile" was renamed "Python & Machine Learning"

I have started blogging since 2014. In fact, I just happened to know a very nice free blogging course of John Sonmez. Time flies!

I currently work at a startup to build an AI chatbot. It was where Python and Machine Learning become my most focus from now on. That also was a reason why I wanted to rename my blog theme. I still keep using Java in my projects though.

Thank you all for reading my blog so far. It motivates a lot to keep me carrying on this habit.

TL;DR
A new topic "Python & Machine Learning" is added to my blog theme today. Yay!

Google I/O 2017 Notes

WOW! How meaningful this below video explains about the name of  "I/O".
Sundar Pichai talked a lot of Machine Learning Machine Learning is a very hot trend these days. Google uses it for their products.
Google Assistant: Easily booking an online meal by talking with Google Assistant like a staff of partners, for example.Google Home: Hands-free calling.Google Photos: sharing suggestion, shared library, photo books and google lens.Youtube: 360 degree video, live stream. Kotlin became an official programming language for Androidhttps://kotlinlang.org

I'm on the way to Kotlin! ^^


Reference:
[1]. https://www.youtube.com/watch?v=Y2VF8tmLFHw