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HIT140 - Foundations of Data Science

This is an entry-level data science unit. This unit introduces students to foundational concepts and skills in data science and statistics. Students will be introduced to important elements in a modern data analytics ecosystem. They will learn descriptive and inferential statistics, data pre-processing techniques, basic machine learning models, and effective data visualisations using established data science platforms and analytics tools. Students will also be exposed to how data science solutions are deployed in response to real-world problem scenarios, in addition to exploring ethical approaches to contemporary issues faced by data science professionals. This unit requires the use of additional software to be provided by the University.

Unit Information

RECOMMENDED TEXT - STATISTICS IN A NUTSHELL

RECOMMENDED TEXT - STORYTELLING WITH DATA

RECOMMENDED TEXT - THE BASIC PRACTICE WITH STATISTICS

RECOMMENDED TEXT - THE DATA SCIENCE HANDBOOK

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STATISTICS IN A NUTSHELL Sale Sale
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STATISTICS IN A NUTSHELL

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Need to learn statistics as part of your job, or want help passing a statistics course? Statistics in a Nutshell is a clear and concise introductio...

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STATISTICS IN A NUTSHELL
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STATISTICS IN A NUTSHELL eBOOK

Need to learn statistics as part of your job, or want help passing a statistics course? Statistics in a Nutshell is a clear and concise introductio...

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STORYTELLING WITH DATA 10TH ANNIVERSARY VERSION

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Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power o...

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STORYTELLING WITH DATA 10TH ANNIVERSARY VERSION eBOOK

Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power o...

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THE BASIC PRACTICE OF STATISTICS 9TH EDITION

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Now available with Macmillan’s new online learning tool Achieve, the ninth edition of The Basic Practice of Statistics 9e teaches statistical think...

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THE BASIC PRACTICE OF STATISTICS 9TH EDITION eBOOK

Now available with Macmillan’s new online learning tool Achieve, the ninth edition of The Basic Practice of Statistics 9e teaches statistical think...

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THE DATA SCIENCE HANDBOOK 2ND EDITION

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Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a bu...

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THE DATA SCIENCE HANDBOOK 2ND EDITION eBOOK

Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a bu...

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