---
title: "Python Meets UX: Enhancing User Experience with Code - Neeraj Pandey"
tags: PyConTW2023, 2023-organize, 2023-共筆
---

# Python Meets UX: Enhancing User Experience with Code - Neeraj Pandey

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<iframe src=https://app.sli.do/event/rwUBn5yuhjVYaZGcLTqp4M height=450 width=100%></iframe>

> Collaborative writing start from below
> 從這裡開始共筆

### [Untitled]
- Data is crucial for UX
- AI quickly analyzes data
- Reveal UX patterns, understand behavior, and make decision
- Performs repetitive data tasks and responds to users
- UX desingers make accurate data-driven decisions quickly

### Personalisation

- personalised user experiences
- behavioral data analysis
- predictive analytics
- real-time data targeting

### Automating UX tasks

1. Performing task manually, time-consuming
2. Redcue time A/B testing

## Case Study

### PyShoes
> For all Pythonistas

## Urilizing Scikit-learn for User Segmentation

- Personalised Recommendations

### User Segmentation using K-means clusters

## Analyzing Customer Feedback with NLP

- Identification of Key Themes and Concerns
- Gaining Insights into Customer Preferences

## Clickstream Analysis for Navigation Patterns

- Improved website navigation
- Increased user engagement

## Data Mining in Offline Setting

1. Market Basket analysis
2. customer segmentation
3. optimizing store layout
4. inventory management

## Automating repetitive tasks

- web scrape feedback

Below is the part that speaker updated the talk/tutorial after speech
講者於演講後有更新或勘誤投影片的部份