Digital and Data Accelerator

Editor's Pick

AI-Powered Personalized Brand Experience in Ecommerce Landscape

AI-Powered Personalized Brand Experience in Ecommerce Landscape

Ecommerce brands have a massive opportunity to enhance the customer experience and boost sales through AI-powered solutions like chatbots and product recommendations. By leveraging the vast amounts of customer data most ecommerce companies already collect, they can provide instant, tailored responses to inquiries and surface the most relevant products for each individual shopper.

Danger Crew | April 26, 2024

Big Data Project – Hong Kong Rental Analysis

Big Data Project – Hong Kong Rental Analysis

As we all know, Hong Kong is one of the city with high housing price. However, when we look into the factors affecting the housing price, there are some unexpected insights that we can find with web scraping and machine learning.

Danger Crew | April 22, 2024

Data Analytic with AI — Comparable analysis in Corporate Finance

Data Analytic with AI — Comparable analysis in Corporate Finance

In the fast-changing world of finance, it’s important to have strong technical skills. But what really shows one’s strength is using those skills to solve real business problems. This article will share how I used my data analytics skills to tackle a common problem in corporate finance: Finding the right companies to compare with each other.

Danger Crew | April 19, 2024

Data Analysis on Luxury – Is it a good idea to get a Chanel bag now?

Data Analysis on Luxury – Is it a good idea to get a Chanel bag now?

Luxury bag prices have kept increasing yearly or even quarterly. Take Chanel as an example. A Medium Classic Flap Bag was only US$ 2,850 in 2010, but in 2024 it already rose to US$ 11,850!! It increased 4 times in just 14 years. Is it a good investment to buy a luxury bag now?

Danger Crew | March 27, 2024

如何做好準備加入大數據行業

如何做好準備加入大數據行業

什麼是職場工作應有的數據技能? 有興趣轉行到大數據行業以尋求新出路的人士又應該如何部署?

Danger Crew | August 18, 2023

結合 UiPath 與 Python 編程進行數據分析

結合 UiPath 與 Python 編程進行數據分析

在大數據時代,數據分析成為了企業競爭力的關鍵。為了提高數據分析的效率,我們需要運用各種自動化工具和技術。本篇文章將介紹 UiPath 和 Python 編程如何整合,以進行更有效的數據分析。

Danger Crew | August 18, 2023

大數據如何分析 Customer Behavior – RFM

大數據如何分析 Customer Behavior – RFM

面對成千上萬的顧客名單及銷售記錄,分析顧客行為並不容易。透過大數據分析及 Python Programming,我們可以把顧客分類 (Customer Segmentation),從中找出最有價值的顧客,以增加公司銷售額。

Danger Crew | July 18, 2023

數據清洗 – 常被忽略的重要步驟

數據清洗 – 常被忽略的重要步驟

在機器學習 (Machine Learning) 領域中,數據是關鍵的原料,然而數據分析師經常面臨處理雜亂無章、非結構化數據的重大挑戰。數據清洗 (Data Cleansing) 是一個關鍵卻經常被忽視的步驟,它將雜亂數據轉化為整齊、結構化的信息,再交由機器學習算法進行分析及訓練。

Danger Crew | July 15, 2023

動態分析 Customer Behavior – Recursive RFM

動態分析 Customer Behavior – Recursive RFM

要處理數據分析的潛在 Data Seasonality 問題,其中一個方法是運用 Recursive RFM,動態觀察顧客在整個時段中的行為變化。

Danger Crew | July 15, 2023

大數據分析的就業市場

大數據分析的就業市場

在數碼化時代,大數據分析行業正在迅速發展。隨著企業越來越多地依賴數據來做出商業決策,就業市場對數據分析師、數據工程師和數據科學家的需求也隨之增加。大數據分析就業市場不但增長快,而且薪酬待遇高,是新一代熱門職業。

Danger Crew | July 2, 2023