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iThome Chatbot Day: 透過 Golang 無痛建置機器學習聊天機器人
The document discusses the construction of machine learning chatbots using Golang, detailing three specific chatbot projects, including a Line chatbot and integration with LUIS.ai for language understanding. It highlights the ease of development with Golang, the ability to deploy chatbots quickly, and provides links to relevant resources and open-source packages. The final project involves a more complex Line chatbot using TensorFlow for deep learning applications.
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iThome Chatbot Day: 透過 Golang 無痛建置機器學習聊天機器人
- 1. 透過 Golang 無痛建置機器學習聊 天機器人 EvanLin @ Linker Networks
- 2. About Me • CloudArchitect @ Linker Networks • Golang User Group - Co-Organizer • Top 5 Taiwan Golang open source contributor (github award) • Developer, Curator, Blogger
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- 4. First: Build aline chatbot within 3 minutes
- 5. How to chooseprogramming language for Chat Bot? • Easy to Write • Fast in Run and Compile • Powerful Concurrency • Powerful Built-in Toolchain
- 6. Go Go PoweRanger
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- 8. Deploy Line Bot…. Just one click https://github.com/kkdai/LineBotTemplate
- 9. Let’s Demo …..on video
- 10. How to deployLine Bot in 3 minutes
- 11. Ok! How canI modify code
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- 13. Second: Build aline chatbot with LUIS.AI
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- 16. LUIS: Intent andEntity 台北天氣如何? Intent: Check Weather Entity: Taipei
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- 21. How to trainyour baby (chatbot) Input syntax Response related activity Display related intent Remember selection and train NO YES Has Chatbot Learn it?
- 22. How to trainyour baby (chatbot) Input syntax Response related activity Display related intent Remember selection and train NO YES Has Chatbot Learn it?
- 23. Daddy, I havelearned! Github: LUIS Go package https://github.com/kkdai/luis Line baby LUIS https://github.com/kkdai/LineBotBabyLuis
- 24. Final: Build aline chatbot with deep learning - Tensorflow
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- 26. It is sohard to be a data scientist …. until ...
- 27. You got somegreat books
- 28. Or .. youhave learn some great courses..
- 29. Data Collect Probe& Sensor & Smart GW Vizualization Data Process Data Analysis & Machine Learning DC/OS Spark ML Tensorflow DC/OS Storage Cassandra Kafka (Queueing) Go/Akka (Connector) Spark (ETL/Streaming) D3.js Scikit Learn R Interactive Dashboard Jupyter Notebook Zeppelin ML Job Scheduler Chronos HPC (with GPU) server Storage SDN Storage SDN Machine Learning Data Flow
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- 31. Serving Pre-build Models(2) Image Serve image to inception model Predict resultResponse result github: https://github.com/kkdai/LineBotAnimal github: https://github.com/kkdai/tf-go-inception
- 32. Let’s ask aboutsome animal
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- 34. Lots of modelshere ..
- 35. Other tensorflow models(1) https://github.com/tensorflow/models/tree/master/im2txt
- 36. Other tensorflow models(2) https://github.com/tensorflow/models/tree/master/transformer
- 37. Don’t let yourimaginations limits you Refer: http://www.butterlion.com.tw/
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- 39. Golang.tw (Golang TaiwanUser Group)
- 40. iThome Gopher Day2017/06/29 北科大集思中心 (Call for speaker)
- 41. Linker is hiring CloudPlatform Engineer - Kubernetes, DCOS - Golang - DevOps
- 42.