在這個資料科學蔚為風潮的年代,身為一個對新技術充滿好奇的攻城獅,自然會想要擴充自己的武器庫,學習嶄新的資料分析工具;而 R 語言,一個由統計學家專門為了資料探索與分析所開發的腳本語言,具有龐大的開源社群支持以及琳瑯滿目、數以萬計的各式套件,正是當今學習資料科學相關工具的首選。
然而,R 語言的設計邏輯與一般的程式語言不同,工程師們過去學習程式語言的經驗,往往造成學習 R 語言的障礙,本課程將從 R 語言的基礎開始,讓同學們從課堂講解以及互動式上機課程中,得以徹底理解 R 語言的核心概念與精要,學習如何利用 R 語言問資料問題,並且從資料分析的角度撰寫效率良好同時具有高度可讀性的 R 語言代碼。
This presentation took place at COSCUP on July 30, 2023.
Hugging Face can be described as the GitHub for AI models. Initially, it was born to address the difficulty and incompatibility of natural language models. Now, besides open-source AI models for natural language, there are numerous other open-source AI models available on the platform. According to leaked documents from Google, open-source AI models are likely to dominate the development of the entire industry in the future. Therefore, the role of Hugging Face is becoming increasingly important.
This talk is designed for beginners in Chatbot development. It will guide you through using the natural language processing models from Hugging Face and demonstrate step by step how to integrate them into LINE to create a chatbot.
在這個資料科學蔚為風潮的年代,身為一個對新技術充滿好奇的攻城獅,自然會想要擴充自己的武器庫,學習嶄新的資料分析工具;而 R 語言,一個由統計學家專門為了資料探索與分析所開發的腳本語言,具有龐大的開源社群支持以及琳瑯滿目、數以萬計的各式套件,正是當今學習資料科學相關工具的首選。
然而,R 語言的設計邏輯與一般的程式語言不同,工程師們過去學習程式語言的經驗,往往造成學習 R 語言的障礙,本課程將從 R 語言的基礎開始,讓同學們從課堂講解以及互動式上機課程中,得以徹底理解 R 語言的核心概念與精要,學習如何利用 R 語言問資料問題,並且從資料分析的角度撰寫效率良好同時具有高度可讀性的 R 語言代碼。
This presentation took place at COSCUP on July 30, 2023.
Hugging Face can be described as the GitHub for AI models. Initially, it was born to address the difficulty and incompatibility of natural language models. Now, besides open-source AI models for natural language, there are numerous other open-source AI models available on the platform. According to leaked documents from Google, open-source AI models are likely to dominate the development of the entire industry in the future. Therefore, the role of Hugging Face is becoming increasingly important.
This talk is designed for beginners in Chatbot development. It will guide you through using the natural language processing models from Hugging Face and demonstrate step by step how to integrate them into LINE to create a chatbot.
Study Notes - Event-Driven Data Management for MicroservicesRick Hwang
Microservices from Design to Deployment (https://www.nginx.com/resources/library/designing-deploying-microservices/)
- CH05 Event-Driven Data Management for Microservices
21. 21
● Dev
a. Developer
b. Engineer
c. Programmer
d. Coder
e. SWE (Software Engineer, Google)
f. 工程師
g. 程式師
h. 宅宅
四個角色、四種專業
● QA
○ Tester
○ QA (Quality Assurance)
○ SQA (Software Quality Assurance)
○ QE (Quality Engineer)
○ SDET (Software Development Engineer
in Test, Microsoft)
○ STE (Software Test Engineer, Google)
● Ops / Infra
○ OP (Operator), SysOps, SysOp
○ IT
○ SE (System Engineer)
○ MIS
○ Infra / Cloud Engineer
○ SRE (Site Reliability Engieer, Google)
○ DevOps
○ SecOps / Security
軟體團隊的「工程師」們
22. ● Plan
a. Project Manager (PjM)
b. Product Manager (PdM)
c. Program Manager (PgM)
d. Product Line Manager (PLM)
e. Product Owner (PO)
f. Architect / System Analysis (SA)
g. Designer / UI / UX
● Research
a. 研究員
22
四個角色、四種專業
● Managers (資方代理人)
○ 1st Line Manager → 副理 / 組長 / 課長
○ 2nd Line Manager → 經理 / 部長
○ 3rd Line Maanger → Director → 處長
● 經理人: VP 以上 (資方)
○ 會出現在公開資訊站
○ AVP / VP / SVP (副總裁)
○ GM (總經理)
○ C-Level: CEO, CTO, COO … etc
○ Chairman (總裁)
軟體團隊裡「非工程」角色