PYTHON WORKSHOPS

Seminar 2020

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A.I. + Data Science 入門講座

 $100/位

廣東話 / English

Date: 28th March 2020

(2:30 - 4:00 pm)

上課地點:

荔枝角青山道500號百美工業大廈6樓B2

適合對Python 沒有 / 少許認識的人士。

我們有Python專家會介紹並即埸示範 Python的實際應用,例如利用 Web Scraping 技術收集股票或市場數據,並透過 Data Science 工具清理數據和分析趨勢。Deep Learning (Style Transfer) 可以協助美術家進行二次創作,例如將著名畫作風格自動融入一般生活照片中,減省大量人手操作的時間。

Tech Valley亦提供多元化的 Python工作坊給有興趣的人士學習。

 

另外,專家會就每位的諮詢作出初步建議,如有需要,我們可為閣下製作解決方案。

*** $$$ 報名及付款方法***

銀行入數 或ATM

(請將 姓名及收據

    

銀行: HSBC 匯豐銀行

戶口名: TECH VALLEY

戶口號碼: 582-366886-838

Whatsapp 6207 0866)

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Beginner Level

Python for Beginner

(4 sessions, total 6 hours)

Promotion price

HK$3,000

HK$2,400

(Oct 2019)

Suitable for absolute beginner

Goals:

Get a taste of Python and gain the basic knowledge of Python.

Brief Contents:

  • Different types of Integrated Development Environments (IDEs)

  • Python environment and packages

  • Basic programming logic and best practices

  • GitHub and Stack Overflow online communities

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Web Scraping

(4 sessions, total 6 hours)

Promotion price

(May 2019)

HK$3,800

HK$2,800

Requirement:

Basic knowledge of Python

Goals:

Understand Web Scraping workflow.

Brief Contents:

  • BeautifulSoup and Selenium packages

  • HTML and JavaScript

  • Data cleansing

  • 1 to 2 Web Scraping projects (e.g. Finance or Travel Website)

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With Certificate

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Game Development

HK$3,800

Requirement:

Basic knowledge of Python

Goals:

Strengthen the foundation skill of Python and programming logic.

Brief Contents:

  • Pygame Package

  • Develop and run Python games

  • Output to Raspberry Pi

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With Certificate

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(4 sessions, total 6 hours)

Intermediate Level

Python Data Mining and Analysis

HK$4,800

(6 sessions, total 9 hours)

Promotion price

HK$3,800

Requirements:

Basic knowledge of Python, Web Scraping.

(May 2019)

Goals:

Understand the standard procedure in Data Mining

Brief Contents:

  • Numpy, Pandas, Matplotlib packages

  • Common algorithms for data mining and analysis

  • Visualize the data to gain insights

  • 4 to 5 Data Mining & Analysis projects

With Certificate

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Python Machine Learning

HK$5,800

(6 sessions, total 9 hours)

Requirements:

Intermediate knowledge of Python, Data Mining and Analysis

Goals:

Design and evaluate a Machine Learning model

Brief Contents:

  • Sckit-learn, Lightgbm packages

  • Building and evaluate the model performance

  • Optimize algorithms and regularization for Machine Learning

  • Machine Learning algorithms - SVM, Random Forest, Gradient-Boosting Machines

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With Certificate

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Python Internet of Things (IoTs)

HK$5,800

(6 sessions, total 9 hours)

Requirements:

Basic knowledge of Python, Game Development.

Goals:

Build the IoT system with Python and Raspberry Pi.

Brief Contents:

  • Getting famililar with Raspberry Pi and its connection with Python

  • Set and control electronic sensors to capture data

  • Exchange information with external web services from IoT device

  • 1 to 2 IoT projects

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With Certificate

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Advanced Level

Python Deep Learning I

HK$6,800

(6 sessions, total 9 hours)

Requirements:

Intermediate knowledge of Python, Machine Learning.

Goals:

Learn the theories and algorithms of Deep Learning.

Brief Contents:

  • Keras package

  • Deep Learning theories - Neutrons, activation function, back propagation

  • Deep Learning architectures - DNN, RNN, CNN

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With Certificate

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With Certificate

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Python Web Development I

HK$8,800

(8 sessions, total 12 hours)

Requirements:

Advanced knowledge of Python.

Goals:

Learn Django basic

Brief Contents:

  • Django package

  • Web framework

  • Domain names, SSL certificates

  • 1 to 2 Web Development projects

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