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考前佛脚:leetcode第三弹

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考前佛脚:leetcode第二弹

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考前佛脚:leetcode第一弹

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Ethical considerations

-appreciate that there exist ethical considerations in the context of a data wra...

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Differential privacy

-for differential privacy, understand what information is being protected and wh...

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Public data release and individual anonymity

Lecture 21: Public data release and individual anonymity

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Data linkage and privacy

-understanding what the record (data) linkage problem is

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数据库SQL编程算法VR 视频解决方案Linux
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Blockchain and data processing

Lecture 15-16: Blockchain and data processing

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Classification and regression techniques: decision tree and knn

Lectures 12 and 13: Classification and regression techniques: decision tree and ...

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JavaScriptNode.jsLinuxPython
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Mutual information

-understand the meaning of the variables in the (normalised) mutual information ...

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Assessing correlations

-be able to explain why identifying correlations is useful for data wrangling/an...

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Hierarchical clustering and dimension reduction

Lecture 8: Hierarchical clustering and dimension reduction

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Clustering and clustering visualisation

Lecture 7: Clustering and clustering visualisation

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Data visualisation

-be able to explain the motivation for data visualisation

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Recommender systems

-understand why missing data is an important issue for recommender systems

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Data cleaning: missing values and outliers detection

Lectures 4 and 5: Data cleaning: missing values and outliers detection

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Unimelb COMP20008 Note 2019 SM1 - Data formats

-Appreciate the role that relational databases play in data wrangling.

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