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Notes

Blog / Notes

Write learning logs, project reviews, class notes, and daily observations in Markdown. Drafts are hidden from lists automatically.

May 20, 2026

3152 Lecture 11

Text Analysis Application

#FIT3152#Class Note#English

May 20, 2026

设计工程师如何缩短产品反馈循环

从原型、组件到发布，设计工程师可以把模糊想法快速变成可验证的产品体验。

#Design Engineering#Product#Workflow

May 18, 2026

用 Astro Content Collections 管理个人网站内容

让博客、项目和简历数据拥有类型约束，减少模板维护成本。

#Astro#Content#Markdown

May 13, 2026

3152 Lecture 10

Text Analysis

#FIT3152#Class Note#English

May 6, 2026

3152 Lecture 9

Network Analysis

#FIT3152#Class Note#English

April 29, 2026

3152 Lecture 8

Ensemble Model and Artificial Neural Networks

#FIT3152#Class Note#English

April 22, 2026

3152 Lecture 7

Naive Bayes Classification and Evaluate performance

#FIT3152#Class Note#English

April 15, 2026

3152 Lecture 6

Decision Tree

#FIT3152#Class Note#English

April 8, 2026

3152 Lecture 5

Clustering

#FIT3152#Class Note#English

April 8, 2026

K-Medians

What is K-Medians and the difference comparing to K-Means

#FIT3152#Class Note#English

April 1, 2026

3152 Lecture 4

Regression Modelling

#FIT3152#Class Note#English

March 25, 2026

3152 Lecture 3

Data Manipulation and EDA

#FIT3152#Class Note#English

March 18, 2026

3152 Lecture 2

Visualising Data

#FIT3152#Class Note#English

March 11, 2026

3152 Lecture 1

Introduction to Data Science

#FIT3152#Class Note#English

January 1, 1970

2086 Lecture 2 Expectation Variance And Probability Distributions

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January 1, 1970

2086 Lecture 3 Estimation And Maximum Likelihood

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January 1, 1970

2086 Lecture 4 Central Limit Theorem And Confidence Intervals

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January 1, 1970

2086 Lecture 5 Hypothesis Testing

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January 1, 1970

2086 Lecture 6 Linear Regression

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January 1, 1970

2086 Lecture 7 Classification And Logistic Regression

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January 1, 1970

2086 Lecture 8 Model Selection And Penalized Regression

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January 1, 1970

2086 Lecture 9 Trees And Nearest Neighbour Methods

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