PYTHON WORKSHOPS
Seminar 2020
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)
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
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)
With Certificate
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
With Certificate
(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
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
With Certificate
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
With Certificate
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
With Certificate
With Certificate
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
