Targeted Training

機器學習探索家

在20小時內學懂以 Python 運用機器學習及人工智能模型

以機器學習解決複雜的商業問題

很多擁有大數據的公司開始認識到機器學習的強大之處。Tesla 的自動駕駛、Amazon 及 Netflix 的商品或影片推薦系統、Facebook 的廣告派發、銀行的欺詐識別等，全部都運用了機器學習或人工智能。在課程中，你會學習最熱門的機器學習演算法。完成課程後，你會懂得以 Python 執行機器學習模型去解決複雜的商業問題，並改善商業運作模式。

解鎖通往未來的大數據高級技術

課程編號： de05
單元總數： 單元
教學語言： 廣東話

價錢： $3,600/10 節
自習時間： 每星期1至2小時
適合： 追求改善未來商業模式的職場領袖

立即報名

聯絡我們

學生評語

課程大綱

我們傳授的不只是知識，而且是在職場上極具價值的編程技能

線性及邏輯迴歸分析 (Linear and Logistic Regression)

學習用數據找出最優化的函數以預測未來值

K-近鄰演算法 (K-Nearest Neighbours)

學習用距離算法以標記數據

隨機森林 (Random Forest)

學習建立決策樹 (decision tree) 以在數據特徵中辨別模式並進行預測

Bayes分類 (Naive Bayes)

學習用Bayes的概率定理把數據分類及進行預測

人工神經網路 (Neural Network)

學習模擬生物神經元 (neuron) 以進行決策及解決問題

自然語言處理 (Natural Language Processing)

學習讓電腦了解人類的語言

降維處理 (Dimensionality Reduction)

學習通過將數據從高維空間轉換為低維空間來促進分析

蒙地卡羅模擬算法 (Monte Carlo Simulatio)

學習為許多機器學習奠定基礎的概率採樣技術

圖像分析 (Graph Analysis)

學習圖像在機器學習中的基礎作用

強化學習 (Reinforcement Learning)

學習如何通過與環境互動來訓練數據模型

課程結構

最高價值的10節課堂

60% 講課

在講課中你會學習所有必需的概念。講課聽起來很沉悶，DANGER 的講課卻是例外! 上課時請帶備你的電腦，在每一節課90%時間你都需要在所學的知識上動手指。

40% 親自動手

你會在我們設計的行業實例上練習講課所學的技能。要真正學懂數據科學，你必需經歷這些難題。

課程特色

超越網上課程及你的預期

即時交流

網上課程預先為你提供沒有錯誤的程式。我們的教學團隊則為你提供即時指導去解決編程時遇上的錯誤及難題。透過緊密交流，我們確保每位學生都能跟上進度 (即使你是遙距上課）

運算思維

在學習編程的過程中，思維方式比熟讀語法更為重要。我們認為運算思維是編程中最高價值的元素。我們以運算思維為主的課程會帶領你以正確的方式學習數據科學及編程。

電腦是非常快速、準確和愚蠢。人類是非常緩慢、失誤多和聰明。兩者的結合是一股無法估計的力量。

Leo Cherne

現正招生

哪個時段比較適合你?

暫無排程，請留意我們的開班公布。

立即報名

Through participating in Danger Education’s courses such as Python Explorer and Python Practitioner, I can learn some basic Python programming knowledge and how to manipulate python libraries to analyse data. The teachers are patient and willing to teach us to solve our problems.

Tony Or - Python Student since Dec 2020

Being someone who have no background in programming and computer science, It's hard to figure out how to make a career switch into data science. Danger education provides the "Zero to Hero" pathway at an affordable rate.

Anthony Leung - Python and SQL Student since Feb 2021

As a HR professional, with growth of HR cloud applications, people analytics are becoming vital for all aspects of operational improvement to drive business goals. With my knowledge of Python instructed by Danger, I am able to analyse people's data moving away from Excel. Courses from Python Explorer, Python Practitioner and Python Machine Learning prepared me with real life examples on how we analyse data from scratch. Instructors are friendly and nice like friends which provide a comfortable environment to learn coding even though I had absolutely no idea on coding. I am happy to have joined the world of Python with Danger Education.

Coco Mak - Python and Machine Learning Alumni since Aug 2020

Jason is a professional instructor who is knowledgeable and patient enough to walk me through the coding process. The course consolidated my mathematical foundation, as well as practical coding fundamentals (like how to use python to call on different functions), which are all deemed to be the stepping stones to become a successful data scientist. I sincerely recommend this course to those who are interested in learning data science.

Cathy Kam - Python and Machine Learning Alumni since Aug 2020

Pretty awesome tutorial, start from the basics concept, broad and expounds the necessary knowledge with a specific framework and sufficient reference content, case studies, and project for students to practice. Suitable for beginners to find directions here.

Ar Chu - Python Student since Jan 2021

Having completed all courses in Danger Education, I become an experienced data analyst. The teachers are so helpful and well prepared. They gave us thorough and comprehensive notes and practice. In addition, they presented so well that even some complicated concepts could be well digested. The machine learning course help me further understand what data scientists’ work. This course is recommended for all people who are just beginners or even junior data analysts/programmers to better gain knowledge of data science.

Charlie Yeung - Python and Machine Learning Alumni since Apr 2020

Danger teaches me the skills in coding, but more importantly, it provides capable tools to discover another side of language. As a researcher in humanities, I had a preliminary understanding of Natural Language Processing through the Machine Learning Explorer course. Now I’m planning to apply my Python skills to my linguistic research.

Max Lee - Python and Machine Learning Alumni since Sep 2019

The series of Data Science courses in Danger Education is well-structured and organized. The trainers are knowledgeable and manage to provide valuable insights of coding skills and data science world in practice. The courseware contents are very rich and can pinpoint the key learning areas of different topics with real life applications. The excellent quality of teaching is of the greatest attraction. Thank you again for offering such a high quality of Data Science journey!

Steven To - Python and Machine Learning Alumni since Oct 2020

This course is well designed to let students understand the basic syntax of Python in 8-week. Lecture materials with weekly hands-on projects are well prepared and developed for practicing. The instructor gave clear explanation and care students’ progress all the way along the lecture, enable us not to get loss during the time. I will highly recommend the course to those who wish to learn about the data analysis tools using Python.