關於 ai machine learning engineer ，我們在網路上蒐集到這些相關的討論、資訊與評價

Cái này có lẽ là đáy bể mò kim nhưng trong nhóm mình có ai quan tâm đến compilers cho học máy không?

Mình mang tiếng là kỹ sư nhưng trước giờ rất sợ hệ thống (systems engineering). Nên mỗi khi thấy chủ đề compilers thì chạy không còn dép. Nhưng càng làm trong ngành trí tuệ nhân tạo và đưa models vào các thiết bị cạnh (edge devices), mình càng thấy chủ đề compilers quan trọng.

Đại loại là: các phần cứng khác nhau có những yêu cầu khác nhau. CPU khác với GPU khác với TPU khác với một con chip từ ARM. Để model của bạn chạy ngon lành trên một phần cứng nào đó, bạn cần compiler để: 1/ chuyển đổi ứng dụng của bạn từ framework bạn dùng sang ngôn ngữ phần cứng đó hiểu được và 2/ tối ưu hoá ứng dụng đó trên phần ứng đó.

Về mặt lý thuyết, kỹ sư học máy như mình không cần biết về compilers. (Như người lập trình C++ không cần biết về C++ compiler để viết C++). Nhưng ngành học máy vẫn còn non trẻ, nên hiểu về compilers có thể giúp kỹ sư học máy chạy model của họ trên thiết bị họ muốn một cách hiệu quả.

Mình dành khá nhiều thời gian 3 tháng vừa qua học về compilers cho học máy từ nhiều người chuyên sâu trong ngành này. Đây là bài mình viết tóm tắt những gì mình học được. Bài viết hướng đến những người chưa hiểu sâu về compilers, như mình 3 tháng trước đây. Hy vọng bài viết có ích cho bạn!

Mình cũng đang học về mảng này, nên bạn nào có ý kiến đóng góp hay gợi ý nào mình cảm ơn.

.#HannahEdPhd TỔNG HỢP CÁC VỊ TRÍ/HỌC BỔNG PHD

Vô vàn các vị trí nghiên cứu, Phd từ Hàn sang UK, Mỹ cho các bạn quan tâm. Các lĩnhh vực từ Kinh tế tới Kĩ thuật nhé.

🏆6 Ph.D. tại the University of Oxford, Colorado, and Texas 🇺🇸🇬🇧 and 6 Research Engineer Positions in Vietnam Earable Office. Tin do anh Tâm gửi trực tiếp cho HannahEd Scholarship for Vietnamese students
- Mỗi trường sau có 2 suất: he University of Oxford, UK; the University of Colorado, University of Texas Arlington 🇺🇸
- Lĩnh vực nghiên cứu:
(1) Embedded System Machine Learning, (2) Quantum Computing, (3) Mobile Healthcare, (4) Smart Agriculture, and (5) Mobile and Wireless Systems, (6) Wireless Sensing, (7) Mobile System Security, and (8) 5G/6G Communication and Sensing.
- Yêu cầu background: Computer Science, Computer Engineering, Electrical Engineering, Mechanical Engineering, Robotics, Bioengineering
- Hồ sơ: CV. sample of your publications, GRE score, TOEFL
- Contact:
+ [email protected] or [email protected] (Apply vào Oxford or Colorado) hoặc + Info@Earable.AI or Tam@Earable.AI (Apply vào công ty Earable)
Tam’s Homepage: http://mnslab.org/tamvu/
+ [email protected] (If you want to apply to Texas)
VP’s Homepage: http://wsslab.org/vpnguyen/

🏆Ph.D. tại Georgetown University 🇺🇸 . Tin từ anh V.D. Le
- Lĩnh vực nghiên cứu: Economics, Finance
- Link: https://econ.georgetown.edu/academics/phd/admissions/ (deadline January 01 2021),
- Hiện tại Giáo sư Dan Cao, chuyên về macro/finance cũng ở trong hội đồng, các bạn có thể contact: http://www9.georgetown.edu/faculty/dc448)

🏆 3-year Ph.D tại UCL Chemistry Department UK. Tin từ anh Trần Trung Lưu
- Lĩnh vực nghiên cứu: Theoretical Chemistry: Design and Simulation of Organic Radicals for Next-Generation Solar Cells and Light-Emitting Diodes
- Deadline: 8/1/2021
- Link: http://www.ucl.ac.uk/prospective-students/graduate/apply.
- Contact: Dr Hele via t.hele@ucl.ac.uk gửi kèm bảng điểm, motivation letter

🏆1 Ph.D tại Sungkyunkwan Univ Hàn Quốc. Tin từ anh Quy Nguyen
e-post lại thông tin tuyển NCS.
- Lĩnh vực nghiên cứu: “Towards Super Sapiens: Superintelligence for Future Human Innovations” (1. Application of machine learning in networking, iot, sensor to solve pending mathematical issues. (Mainly focused in the lab)
2. Anomaly detection
3. Medical image processing )
- Link: https://supersapiens.skku.edu/main/.
- Miễn học phí mỗi tháng được thêm từ 700-900USD
- Contact:
Prof. Hyunseung Choo, Ph.D. - choo@skku.edu.
College of Software, Sungkyunkwan University (SKKU), KOREA
+82-31-290-7145(O) 7231(FAX) 7226(LAB)
http://monet.skku.edu

🏆Ngoài ra, team Finance bên RMIT Vietnam đang tuyển Giảng viên có PhD. Bạn nào có background trong Finance và Computer Science thì tham khảo nhé. Team finance tập trung mảng Blockchain, Financial Technology, Cryptofinance và Big Data & AI. Tin từ anh Binh Nguyen.
Link: http://careers.rmit.edu.vn/vn/en/job/591931/lecturer-finance?fbclid=IwAR0uO5nwEkOcPjMqxEnSmKn76vBFQznzN5QAfuR-PTPzCjHUn-KdnSC4qGM

<3 Like page, tag và share bạn bè nhé <3
#HannahEd #scholarshipforVietnamesestudents #Phd #research

เผื่อใครสนใจคอร์ส Machine Learning เรียนฟรี
คอร์สนี่้ใช้เทรน developer และ นักวิทยาศาสตร์ข้อมูลภายใน Amazon เอง
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โดยคอร์สมีมากกว่า 30+ หลักสูตร
เบ็ดเสร็จก็สอนมากกว่า 45+ ชั่วโมง
พร้อมทั้งห้องลองแล็ปทดลอง
และเอกสารประกอบที่ใช้พัฒนาภายใน Amazon เองอีกด้วย
.
โดยทั้ง developer นักวิทยาศาสตร์ข้อมูล วิศวกร หรือฝั่งธุรกิจ ก็สามารถเข้ามาเรียนรู้คอร์สเหล่านี้ได้
.
เพื่อประยุกต์ใช้ Machine learning , AI (ปัญญาประดิษฐ็), Deep learning (การเรียนรู้เชิงลึก) แล้วนำไปใช้ในธุรกิจได้
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อีกทั้งมีการประเมินผลจากการเรียน โดย amazon เปิดให้สอบ certificate ด้วยครับ
.
สนใจเรียนก็คลิกลิงค์นี้
https://aws.amazon.com/…/t…/learning-paths/machine-learning/
.
+++
ที่มา
https://www.youtube.com/watch?time_continue=2&v=WoQ3UcEsvTw
https://aws.amazon.com/…/amazons-own-machine-learning-univ…/
.
.
++++ ขอประชาสัมพันธ์ (ขายของ) +++++++
สำหรับใครดูคลิปสอนตามลิงค์ที่แนะนำข้างบน จะเป็นภาษาอังกฤษแล้วงงง
แนะนำให้อ่านหนังสือเล่มนี้เลย
📒 หนังสือ AI ไม่ยาก เล่ม 1 เข้าใจได้ด้วยเลขม. ปลาย (เนื้อหาภาษาไทย)
.
เล่มนี้วางจำหน่ายบน ebook นะครับ ตามลิงค์นี้
https://www.mebmarket.com/index.php…
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ขอโฆษณาหน่อย เล่มนี้ไม่มีโค้ดดิ้งให้อ่านจนปวดหัว แล้วสะเทือนใจ
มีแต่คณิตศาสตร์ อธิบายด้วยภาพประกอบมีสีสัน
เป็นกระดาษ A4 ยาว 300 ร้อยกว่าหน้า
ส่วนเล่มสอง ก็ Wait .... a minute
รอหน่อย.... รอหน่อย....
.
สำหรับเล่มจริงที่เป็นกระดาษ ขออภัยตอนนี้ยังไม่มีขาย
ส่วนตัวอย่างหนังสือ ก็ดูได้ลิงค์นี้
👉 https://www.dropbox.com/s/fg8l38hc0k9b…/chapter_example.pdf…
.
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✍เขียนโดย โปรแกรมเมอร์ไทย thai programmer
In case anyone is interested in Machine Learning course. Free classes.
This course uses developers and data scientists within Amazon.
.
There are more than 30 30 courses by course.
Teaching more than 45 + hours.
With a testing room.
And documentation developed within Amazon itself.
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Either developer, data scientist, engineer or business can learn these courses.
.
To apply Machine learning, AI (Intelligence), Deep learning (In-depth learning) then apply it to business.
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There is an evaluation from studying by Amazon. Open for the certificate exam.
.
If interested in studying, click this link.
https://aws.amazon.com/th/training/learning-paths/machine-learning/
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+++
Source:
https://www.youtube.com/watch?time_continue=2&v=WoQ3UcEsvTw
https://aws.amazon.com/th/blogs/machine-learning/amazons-own-machine-learning-university-now-available-to-all-developers/
.
.
++++ Asking for publicity (selling) +++++++
For anyone who watches the tutorial clip following the recommended link above. It's in English now.
Recommend to read this book
📒 AI book. It's not difficult. Volume 1 You can understand with the number. Tip (Thai language content)
.
This book is available on the ebook. Follow this link.
https://www.mebmarket.com/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ
.
Let me advertise this book. I don't have any code to read until I feel headache. Heartbreaking.
There is only math. Explained with colorful illustrations.
It's h̄n̂ā paper. 300 hundred pages long.
The second one is waiting.... a minute
Wait for me.... Wait for me....
.
For real book that is a paper. Sorry, it's not for sale now.
Personal like the book. You can watch this link.
👉 https://www.dropbox.com/s/fg8l38hc0k9b0md/chapter_example.pdf?dl=0
.
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✍ Written by Thai programmer thai coderTranslated

很難得機會在台灣捕獲李孟這位旅日的資料科學家，也很高興可以訪問到他！
李孟在日本四年的工作時間當中，歷練過「軟體工程師」、「資料科學家」以及「機器學習工程師」的職務，為什麼會有這一路以來的自覺與自學歷程？我們都一併在這次專訪當中聊到了！同時還加碼聊了「在日本的工作與生活環境」，提供給想去日本生活的朋友參考呦～

👉在這次專訪中，我們暢聊了：
1. 李孟是如何從軟體工程師的身份開始自學「資料科學」？
2. 資料科學家 / 機器學習工程師工作內容上的差異？
3. 李孟比較喜歡當資料科學家、還是機器學習工程師呢？Why？
4. 覺得人們除了積極自學之外，還應該用什麼心態來應對AI帶來的衝擊？
5. 加碼閒聊「在日本的工作環境與生活環境」，提供給想去日本生活的朋友參考呦！

👉李孟釋出他在台大的演講簡報，鉅細靡遺地分享他成為一位資料科學家的歷程，內容相當精彩，製作也很精美耶！https://www.facebook.com/LeeMengTaiwan/posts/10220691442829365
👉李孟的超高含金量部落格，分享各種他在資料科學與機器學習上的應用經驗！https://leemeng.tw/



#他是資料科學家也是機器學習工程師 #自學資料科學與機器學習 #李孟

เราอยู่ในยุคดิจิทัลที่ต้องใช้ชีวิตร่วมกับ Ai หรือว่าปัญญาประดิษฐ์ ทั้งที่เรารู้ตัวและไม่รู้ตัว เพราะว่าทุกวันนี้ Ai อยู่รอบตัวเราแล้ว เราก็ต้องทำความรู้จักกับ Ai เพื่อให้เราอยู่ร่วมกับ Ai ได้อย่างมีความสุข แต่พอพูดถึง Ai หลายคนก็ยังสงสัยว่า Ai ก็คือหุ่นยนต์ที่ต้องมีหน้า แขน ขา เหมือนมนุษย์หรือเปล่า แล้วมีอะไรบ้างที่เรียกว่า Ai

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你知道嗎，機械人Sophia已獲沙特阿拉伯頒發公民身分了，時代步伐愈走愈快，今集 #我要做生意 Chris 會同大家分析未來創業市場實體需要，以及送你兩大門路，另解釋背後最重要的支柱及動力！如有任何問題，不妨留言，Chris 和我們會努力回答！喜歡我們的內容，請給我們一點鼓勵！

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