Author: Sammy Fung

Integrating data pipeline with Tensorflow model deployment using PySpark

Integrating data pipeline with Tensorflow model deployment using PySpark

一般的機器學習課程只介紹怎樣用 JUPYTER NOTEBOOK 用 CSV FILE 去訓練 MACHINE LEARNING MODEL。但實際上在商業情況下,一>旦把模型 DEPLOY ,做 SCORING 的時候就要將 BIGDATA 既 DATAPIPELINE 連接到去 MODEL。我想介紹怎樣用 PYSPARK 建立 ETL PIPIELINE , 從 HIVE DATABASE 抓取數據及整理數據 再傳送到 tensorflow 模型去計算結果並儲存數據。 這是一個 ONLINE MACHINE LEARNING SYSTEM 和 BIG DATA 應用的簡介。(Spark, neo4j, Python, Tensorflow, ETL, end-to-end machine learning model deployment) Language: CantoneseDate & Time: 7 November…

Read More Read More

Ticket – PyCon HK 2020 Fall

Ticket – PyCon HK 2020 Fall

Tickets for PyCon HK 2020 Fall is on sales now! Multiple promotional offers are available from just Free session recording access to HK$600 Python Fan ticket. 50% of Ticket Income from Python Fan and Supporter Tickets will be donated to the Python Software Foundation (PSF). HK$600 Python Fan ticket includes session ticket, T-shirt and donation…

Read More Read More

Data-rich content management with Django CMS and Django REST Framework

Data-rich content management with Django CMS and Django REST Framework

Oftentimes, company websites are thought of as a single monolithic application. However, as many of you know, websites often host many different applications through a single DNS. We’ll do a dive into how Clover balances the intricacies of allowing independent and customizable content management along with complex applications in one single platform using the power…

Read More Read More

Staff Team – PyCon HK 2020 Fall

Staff Team – PyCon HK 2020 Fall

The staff team list of PyCon HK 2020 Fall is the following. Conference Chair: Sammy FungAdministration: Daisy Maris FungDesign: Claire WongFinance: Haggen SoMarketing: Fiona LamProgram Vetting: Gavin Chan, Scotty Kwok, Younggun KimVolunteer: Henry Law, Ken Chiu (Last Update on 22 October 2020)

Schedule – PyCon HK 2020 Fall

Schedule – PyCon HK 2020 Fall

The tentative schedule of PyCon HK 2020 Fall splits into 3 tracks which are Business track, English and Cantonese Community track. Tickets are now on sales. 6 November, Friday – Business Track 14:00 – 14:10 Welcome Session: The status of the Python community in 2020 (Sammy Fung) 14:10 – 14:40 Sponsored Session: Python is your…

Read More Read More

Sessions and Tickets of PyCon HK 2020 Fall

Sessions and Tickets of PyCon HK 2020 Fall

PyCon HK 2020 Fall is the 6th Python community conference in Hong Kong. The conference share how we use Python to serve the society and community and demonstrates its use-cases for A.I. and other real-world applications. 50% of Ticket Income from Python Fan and Supporter Tickets will be donated to the Python Software Foundation (PSF).…

Read More Read More

Call for Proposals – PyCon HK 2020 Fall

Call for Proposals – PyCon HK 2020 Fall

PyCon HK 2020 Fall calls for both English & Cantonese proposals. It is the 2nd online this year organised by the PyCon Hong Kong committee. A single track is planned for the conference, we expect our speakers to do the live presentation with video conferencing software at the conference. Participants will also meet us on…

Read More Read More

Post event survey of PyCon HK 2020 Spring

Post event survey of PyCon HK 2020 Spring

Thanks for your participation at the online PyCon HK 2020 Spring, and thanks for our speakers and hosts this weekend. After this online conference, we will move back to offline, we are going to prepare the next PyCon HK this October, a physical conference. We would like to collect feedbacks from you. Survey: https://forms.gle/fHSgdsAm3d6rAfx59

Agenda of PyCon HK 2020 Spring is released

Agenda of PyCon HK 2020 Spring is released

The agenda of the online PyCon HK 2020 Spring on 8-10 May 2020 is now released with a G calender. No pre-registration is required and all sessions are free-of-charge. Thanks for our speakers and a small volunteer team to make this happen. Making Donation to PSF We encourage you to make a donation to the…

Read More Read More

Announcing all sessions of PyCon HK 2020 Spring

Announcing all sessions of PyCon HK 2020 Spring

We are delighted to receive over 20 proposals, and 17 of them are accepted. Sessions covers Machine Learning & Data Science, Python essentials, Web & Application and other topics. Half of them will be presented on Friday & Saturday afternoon, and some sessions and unconference sessions will be also presented on Sunday. The full list…

Read More Read More