🔥"แนะนำ 5 เครื่องมือที่คุณต้องรู้ ! ถ้าอยากจะเริ่มสายดาต้าด้วย Python"🔥
.
ทุกวันนี้ใครๆก็พูดถึง AI, Machine Learning, Data Science ฯลฯ กันเต็มไปหมด 👨💻
.
หลายคนก็น่าจะสนใจเกี่ยวกับเรื่องเหล่านี้อยู่บ้างแต่ก็ไม่รู้ว่าจะเริ่มต้นศึกษาที่ตรงไหน และมีอะไรบ้างที่จำเป็นต้องรู้
.
และนี่คือ 5 เครื่องมือที่คุณต้องรู้ สำหรับงาน Data Science ด้วย Python สำหรับคนที่ยังไม่รู้จะเริ่มยังไงดี
.
⭐ 1.TensorFlow
.
Tensorflow คือ library สำหรับสร้าง machine learning models แบบ open source จาก Google สามารถใช้งานได้ดีกับภาษา Python แต่ก็สามารถใช้ภาษาอื่นๆ เช่น C, Java หรือ Go ได้เช่นกัน
.
และยังมี community ขนาดใหญ่ ทำให้สามารถค้นหาข้อมูล หรือสอบถามเวลาเจอปัญหาได้ง่าย ซึ่ง TensorFlow มีไกด์แนะนำสำหรับ ผู้เริ่มต้น และ ผู้เชี่ยวชาญ ให้สามารถไปศึกษากันได้
.
https://www.tensorflow.org/tutorials/quickstart/beginner
.
⭐ 2.Pytorch
.
Pytorch เป็น opensource อีกหนึ่งตัวสำหรับใช้ทำ machine learning จาก Facebook ที่มีคำอธิบายในหน้าเว็บว่า ‘An open source machine learning framework that accelerates the path from research prototyping to production deployment.’
.
โดยเป็นอีกทางเลือกหนึ่งในการศึกษา machine learning นอกจาก TensorFlow เพราะเทียบกันแล้ว Pytorch ค่อนข้างจะง่ายในการศึกษามากกว่า และยังสามารถเลือกสภาพแวดล้อมในการพัฒนาได้หลากหลายอีกด้วย
.
✅ ถ้าอยากจะรู้ว่าง่ายแค่ไหนก็ลองไปศึกษาที่ Pytorch ได้เลย
.
https://pytorch.org/get-started/locally/
.
⭐ 3.scikit-learn
.
scikit-learn เป็นเครื่องมือในการทำ machine learning อีกหนึ่งตัวที่น่าศึกษาเอาไว้ เนื่องจากความง่ายและมีประสิทธิภาพในการทำ predictive data analysis
.
โดยสร้างขึ้นมาจากโมดูลหลายตัวทั้ง NumPy, SciPy และ matplotlib ส่งผลให้ scikit-learn มีความสามารถที่หลากหลาย นำไปใช้ในงานได้หลายประเภท
.
✅ ลองโหลดมา ติดตั้ง และ ศึกษา กันได้
.
https://scikit-learn.org/stable/install.html#installation-instructions
.
⭐ 4.Pandas
.
สำหรับ Pandas เป็นเครื่องมือในการวิเคราะห์และจัดการข้อมูลที่เร็ว, มีประสิทธิภาพ , มีความยืดหยุ่น
.
และง่ายในการใช้งาน ที่สามารถนำเข้าข้อมูลเช่นไฟล์ CSV, TSV หรือจาก SQL database นำไปสร้างเป็น Python Object ที่มีลักษณะเป็น row และ column ทำให้สามารถใช้งานข้อมูลเหล่านั้นได้ง่าย และนำไปใช้งานต่อได้อย่างหลากหลาย
.
✅ สามารถไปศึกษาได้ ที่นี่
.
https://pandas.pydata.org/docs/getting_started/index.html
.
⭐ 5.Jupyter
.
สำหรับเครื่องมือตัวสุดท้ายนี้ต้องบอกว่าไม่ได้เป็นเครื่องมือสำหรับทำ Data Science หรือ Machine Learning โดยตรง
.
แต่ว่าประโยชน์ของ Jupyter นั้นเหมาะที่จะใช้เป็นเครื่องมือในการทดลองสิ่งใหม่ๆ โดยเครื่องมือนึงจาก Jupyter ที่จะแนะนำก็คือ Jupyter Notebook เนื่องจากความสามารถเขียนโค้ดและรันซ้ำ รันทีละส่วน
.
และแสดงผลลัพธ์ของแต่ละส่วนของโค้ดแยกกันได้อย่างอิสระ ซึ่งทั้งหมดนี้ทำได้ผ่านเว็บเบราเซอร์ และยังสามารถเซฟผลลัพธ์ต่างๆเก็บไว้ได้อีกด้วย
.
✅ เข้าไปทดลองเล่นในเว็บของ Jupyter คลิก
.
https://jupyter.org/try
.
และทั้งหมดนี้ก็เป็น 5 เครื่องมือที่ไม่รู้ไม่ได้ สำหรับใครอยากจะเริ่มต้นสาย Data Science ด้วย Python <3
.
#borntoDev - 🦖 สร้างการเรียนรู้ที่ดีสำหรับสายไอทีในทุกวัน
同時也有10000部Youtube影片,追蹤數超過2,910的網紅コバにゃんチャンネル,也在其Youtube影片中提到,...
「open science framework」的推薦目錄:
- 關於open science framework 在 BorntoDev Facebook 的最讚貼文
- 關於open science framework 在 東講西讀 Facebook 的最佳貼文
- 關於open science framework 在 ienaeliena.com Facebook 的最讚貼文
- 關於open science framework 在 コバにゃんチャンネル Youtube 的精選貼文
- 關於open science framework 在 大象中醫 Youtube 的最讚貼文
- 關於open science framework 在 大象中醫 Youtube 的最讚貼文
- 關於open science framework 在 What is the Open Science Framework all about? - YouTube 的評價
- 關於open science framework 在 CenterForOpenScience/osf.io: Facilitating Open Science 的評價
- 關於open science framework 在 Center for Open Science - Facebook 的評價
- 關於open science framework 在 Open Science Community Eindhoven 的評價
open science framework 在 東講西讀 Facebook 的最佳貼文
粵語、英語加書面語之聲明。
【《赤禍殘港二十年 抗擊外侮奪主權》- 大專學界就香港淪陷二十年之聲明|“Twenty Years of Hardship under China and the Struggle against Enemy for Our Fate” - Declaration of Students’ Unions of Higher Institutions on the fall of Hong Kong Twenty Years Ago 】
(Please scroll down for English version.)
二十年前嘅七月一日,香港再度淪陷。早喺七十年代,港人理所當然嘅自決權已經被無理剝奪。當年中國啱啱加入聯合國,即刻要求將香港剔出殖民地名單,英國亦都袖手旁觀,縱容中國褫奪我哋嘅基本人權。其後,中英談判展開,港人被拒諸門外,港人對未來嘅訴求亦被冷眼相待。之後,中英兩國簽訂《中英聯合聲明》,香港主權將移交中國,港人縱然感到惶恐不安,但係前途命運已經塵埃落定,同砧上之肉一樣,只能夠接受現實。當年港人奢望《基本法》能夠冰封香港五十年,保留當時嘅自由、法治、制度。但係,經歷廿年嘅浩劫,我哋必須認清 - 《基本法》無改香港淪為中國殖民地嘅事實。
二十年嚟,中共扭盡六壬要赤化香港,將香港變成中國嘅一個普通城市,一個為其所用嘅工具。香港政府從來唔向港人負責,不論港督或者特首都只係向宗主國問責。大量中國人以單程證為主要途徑移民香港,港人就對移民數量、審批與否毫無話語權,被逼接受中國人口殖民。香港人身份一再被打壓,港共首先試圖以國民教育荼毒莘莘學子,強行灌輸中國人身份認同,再強推普教中, 貶低港人母語,扼殺港人身份。紅色資本入侵香港,製造經濟依賴,再大舉買地,喺香港構成錯節盤根嘅利益集團。香港正經歷緊二次殖民,但《基本法》同一國兩制未能如願成為保衛港人嘅碉堡。
由此可見,如果港人繼續依賴《基本法》同一國兩制,只係自毀城牆。今時今日,連「一國兩府」亦被港共批評同港獨相關,可以見到中共定必全力打壓一切會威脅佢全權統治嘅主張,落實《基本法》同一國兩制亦都唔能夠成為香港二次前途問題嘅答案,盲目相信《基本法》同一國兩制只係自欺欺人、虛耗光陰,唔會改變中共繼續殖民香港。二零四七距離宜家剩低三十年,分秒必爭,我哋必須要兼程而進,思考現時一國兩制框架外嘅出路,抗擊外侮,光復香港。
二零一七年六月二十七日
香港城巿大學學生會
恒生管理學院學生會
香港浸會大學學生會
香港科技大學學生會
嶺南大學學生會
香港珠海學院學生會
香港高等教育科技學院學生會
香港教育大學學生會
香港演藝學院學生會
香港大學學生會
香港公開大學學生會
香港樹仁大學學生會
香港中文大學學生會
香港專上學生聯會
二十年前的七月一日,香港再度淪陷。早於七十年代,港人理所當然的自決權已被無理剝奪。當年中國甫加入聯合國,即要求將香港剔出殖民地名單,英國亦袖手旁觀,縱容中國褫奪我們的基本人權。其後,中英談判展開,港人被拒諸門外,港人對未來的訴求亦被冷眼相待。隨後,中英兩國簽訂《中英聯合聲明》,香港主權將移交中國,港人縱感惶恐不安,前途命運卻塵埃落定,有如砧上之肉,只能接受現實。當年港人奢望《基本法》能冰封香港五十年,保留當時的自由、法治、制度。然而,經歷二十年的浩劫,我們必須認清 - 《基本法》無改香港淪為中國殖民地的事實。
二十年來,中共扭盡六壬要赤化香港,將香港變為中國的一個普通城市,一個為其所用的工具。香港政府從不向港人負責,不論港督或特首亦只向宗主國問責。大量中國人以單程證為主要途徑移民香港,港人卻對移民數量、審批與否毫無話語權,被逼接受中國人口殖民。香港人身份一再被打壓,港共先圖以國民教育荼毒莘莘學子,強行灌輸中國人身份認同,再強推普教中, 貶低港人母語,扼殺港人身份。紅色資本入侵香港,製造經濟依賴,再大舉買地,在香港構成錯節盤根的利益集團。香港正經歷二次殖民,《基本法》與一國兩制卻未能如願成為保衛港人的碉堡。
由此可見,若果港人繼續依賴《基本法》及一國兩制,只是自毀城牆。今時今日,連「一國兩府」亦被港共批評與港獨相關,可見中共定必全力打壓一切威脅其全權統治的主張,落實《基本法》及一國兩制亦不能成為香港二次前途問題的答案,盲目相信《基本法》與一國兩制只是自欺欺人、虛耗光陰,無改中共繼續殖民香港。二零四七距今餘下三十年,分秒必爭,我們必須兼程而進,思考現時一國兩制框架外的出路,抗擊外侮,光復香港。
二零一七年六月二十七日
香港城巿大學學生會
恒生管理學院學生會
香港浸會大學學生會
香港科技大學學生會
嶺南大學學生會
香港珠海學院學生會
香港高等教育科技學院學生會
香港教育大學學生會
香港演藝學院學生會
香港大學學生會
香港公開大學學生會
香港樹仁大學學生會
香港中文大學學生會
香港專上學生聯會
On 1 July twenty years ago, the advent of the transfer of sovereignty meant the fall of Hong Kong once again. In the 1970s, we were already deprived of our right to self-determination. Once China entered the United Nations, Hong Kong was removed from the list of Colonial Territories. Conniving in the process, Britain stood by. China and Britain then started their negotiations on Hong Kong’s future, and Hong Kong people were barred from participating throughout the course. When the Sino-British Joint Declaration was signed and the sovereignty of Hong Kong was decided to be transferred to China, anxiety spread through society, but our fate had been resolved, and we were left with no choice but accepting the reality. Hong Kong people then put their faith in the Basic Law to freeze Hong Kong for fifty years, keeping the freedom, rule of law and systems at that time intact. Yet, falling to the scourge of the Chinese rule for twenty years, we must now realize the fact – the Basic Law in no way changes the reality that Hong Kong is now a colony of China.
For twenty years, China has been assimilating Hong Kong in an attempt to denigrate Hong Kong as just another city of China and a tool to the communist regime. The government of Hong Kong has never been responsible to Hong Kong people, as the head of the government, be it the Governor or the Chief Executive, is accountable only to the suzerain. The One-way Permit scheme has become the main channel for Chinese to settle down in Hong Kong, and yet, Hong Kong people are denied from our right to determine on the number, vetting and approval on the application. We are thus forced to experience such population transfer. Our Hong Kong identity is perpetually suppressed under the attempts to introduce national education to indoctrinate Chinese identity and Putonghua as the medium of instruction to debase Cantonese that is our mother tongue. Chinese capital are now flagrantly invading Hong Kong and making bullish bids of our land, creating intricate structures with interests in different sectors. While we are suffering from such re-colonisation, the Basic Law and the framework of One Country, Two Systems have never been the bastion protecting us.
If we still cling on to the Basic Law and One Country, Two Systems, we are doomed to self-destruction. As the puppet regime of communist China in Hong Kong condemned ‘One Country, Two Governments’ as related to advocating independence, it is now clear that anything that may undermine the totalitarian rule of China will be oppressed, and even the Basic Law and One Country, Two Systems cannot be the path to a brighter future. In fact, to blindly put faith in the Basic Law and One Country, Two Systems has no difference from deceiving oneself and wasting one’s own precious time to emancipate ourselves from re-colonisation. As 2047 is approaching, we are left with thirty years’ time, and we have no time to lose. To stoutly resist the Chinese regime, we must not restrain our imagination towards our future within the framework of One Country, Two Systems. Together we shall struggle against the enemy and restore the glory of our Hong Kong.
27 June 2017
City University of Hong Kong Students’ Union
Hang Seng Management College Students' Union
Hong Kong Baptist University Students’ Union
Hong Kong University of Science and Technology Students’ Union
Lingnan University Students’ Union
Student Union of Chu Hai College of Higher Education
Technological and Higher Education Institute of Hong Kong Students’ Union
The Hong Kong Academy for Performing Arts Students' Union
The Education University of Hong Kong Students’ Union
The Hong Kong University Students’ Union
The Open University of Hong Kong Students’ Union
The Student Union of Hong Kong Shue Yan University
The Student Union of The Chinese University of Hong Kong
The Hong Kong Federation of Students
open science framework 在 ienaeliena.com Facebook 的最讚貼文
Hai,
Kepada yang berminat,dan masih mencari kerja. Syarikat dimana cik iena bekerja ada Tawaran Jawatan Kosong.
- Application Developer
- iOS/ Android Software Engineer
- Project Management Executive
- Accounts Executive
Kepada yang berminat sila email
detailed resume, working experience, current and expected salary ,contact number, and me as referral
**********************************************
Name : siti fazlina binti abd wahab
Position : Application Developer
Email : [email protected]
**********************************************
to:
job@ionnex.com
Job Description
1. Adminstration Executive
Responsibilities :-
Provide administrative support and assistance to superior
Manage the maintenance of office, equipment and environment
Manage documents and filing processes
Perform general administrative duties
Requirements :-
Candidate must possess at least a Diploma or SPM qualification
Conversant in English and Malay
Computer literacy is essential
Good interpersonal and communcation skills - with an open attitude and pleasant personality
2. Customer Service Executive
Responsibilities :-
Manage inbound and outbound call/email by providing optimum service to customers/partners.
Resolve customer service enquiries and issue promptly, ensure effective & timely follow up.
Maintain and ensure customer's records are updated into customer database accurately.
Liaise with company's clients in relatino to customer service issues.
Prepare contact reports and analysis on inbound/outbound call/email.
Support supervisor/manager to review work process, identify and resolve process gap through constructive feedback for continuous improvement where appropriate.
Requirements :-
Those with SPM/Pre-U with relevant customer service experience will be considered.
Preferably with at least 1 year of working experience in customer service/call centre industry.
Junior Executives specializing in Customer Service in a call-centre environment are encouraged to apply.
The candidate must have good communication skills over the phone, and be fluent in English and Bahasa Malaysia.
Ability to converse in Mandarin/Cantonese will be an added advantage.
Mature, resourceful, tactful and diplomatic with excellent listening skills.
Self-motivated individuals with integrity, drive to achieve targets and possess good organizational skills.
Computer Literacy is essential, especially in MS Word and Excel.
3. PHP Developer
Responsibilities :-
To develop applications based on customer’s requirements and specifications.
To perform User Acceptance Test (UAT) to ensure the application is compliant with user and business requirements.
To resolve issues regarding to application and project assigned.
To maintain and support the application.
To attend training and to do research & development of relevant knowledge and skills
To ensure that all information system operate according to internal standards.
To liaise and attend meetings with project owner or person in charge to perform duties or solving issues.
Requirements :-
Possess at least a Diploma, Advanced/ Higher/ Graduate Diploma, Bachelor’s Degree, Post Graduate Diploma or Professional Degree in Computer Science/ Information Technology or equivalent.
Required skill set (s): LAMP (Linux, Apache, MySQL, PHP).
Should have at least experience in web application/ product development using PHP.
Team player with good analytical skills and self- motivated.
Working experience in SMS service industry will be an added advantage.
Knowladge on MVC framework like Zend, Cake PHP, Code Ignitor etc.
4. Product Executive
Responsibilities :-
To check and source content.
To do compilation and monitoring on the required reports.
Accountable for customer service hotline to support all products and services.
Undertake any other tasks as may reasonably be required by the Company.
Requirements :-
Candidate must possess at least a certificate, Diploma, Bachelor Degree or with equivalent working experience.
Telco experience.
Strong interpersonal and communication skills.
Ability to work independently as well as in a team.
Fresh graduate applicants are encouraged to apply.
Prefer Malaysian Candidate.
5. Project Executive
Responsibilities :-
Understand and communicates customer's business directions and goals to the IONNEX team with objectives to generate and identify business opportunities and compelling business cases.
Maintain key customer relationships and develop and implement strategies for expanding the company’s customer base.
Responsible for preparation of business proposal as per superior guidance and approval.
Reviews all major deliverables (i.e. strategic brief, function spec, tech spec, etc.) to ensure quality standards and customer expectations are being address.
Works closely with necessary parties (internal & external) to ensure customer interest is properly address.
Support the development of product vision, strategy and roadmap in accordance to the company's overall strategy and goals
Gather customer needs; develop, document and execute business cases, business/product requirements, product development, GTM and post-launch activities.
Plan, develop, implement and manage marketing programs as well as to ensure efficient and effective marketing, advertising and promotional planning and implementation.
Support other activities of the product development process as needed by superior & the management.
Requirements :-
Candidate must possess at least a Certificate, Diploma or Degree, any field.
At least 1 year(s) of working experience in the related field is required for this position.
Required language(s): Bahasa Chinese, Malaysia, English.
Excellent communication and interpersonal skills.
Responsible, initiative and willingness to learn.
Able to work independently as well as in a team.
Prefer Malaysian Candidate.
Fresh graduates/ school leavers are encouraged to apply.
6. iOS / Android Software Engineer
Responsibilities :-
Work closely with our product and design teams to customise the mobile user experience for the iOS & Android platform.
Write client-side code, create fast, easy-to-use, high volume production applications, and develop prototypes quickly.
Prototype new and redesign features.
Analyze and optimize UI and back-end application code for efficiency and performance.
A focus on UI design principles and making apps work intuitively.
Contribute best-in-class programming skills to develop highly innovative, consumer-facing mobile products.
Requirements :-
1+ years of object-oriented software development experience.
1+ years mobile application development at the user interface and system levels.
1+ years building iPhone or iPad using Objective-C/C++ or Android applications in Java.
Knowledge of iOS SDK performance tools and optimisation techniques.
Excellent problem solving, critical thinking and communication skills.
The ability to collaborate with the design and back-end engineers teams to ensure a great experience for our users.
Be able to write elegant, readable, and well-documented code.
WEBSITE : http://www.ionnex.com/
open science framework 在 CenterForOpenScience/osf.io: Facilitating Open Science 的推薦與評價
Facilitating Open Science. Contribute to CenterForOpenScience/osf.io development by creating an account on GitHub. ... <看更多>
open science framework 在 Center for Open Science - Facebook 的推薦與評價
At the Center for Open Science, our mission is to... ... Funding support from the National Science Foundation (NSF). https://www.cos.io/unconference-2022 ... ... <看更多>
open science framework 在 What is the Open Science Framework all about? - YouTube 的推薦與評價
... <看更多>