Introduction to Statistics for Data Science
11

Monday, 11 November

7 9:30 pm +08

General Assembly @ 79 Anson

Level 20. 79 Anson Road
Singapore
$80 SGD
Regular Ticket
$80 SGD
Total
`

Questions? Read our FAQs

Introduction to Statistics for Data Science | November 11

Hui Xiang Chua Photo


Senior Analytics Manager, Essence

11

Monday, 11 November

7 9:30 pm +08

General Assembly @ 79 Anson

Level 20. 79 Anson Road
Singapore
$80 SGD
Regular Ticket
$80 SGD
Total
`

Questions? Read our FAQs

About This Workshop

The amount of data generated in the world continues to accelerate, and with it, the opportunity to analyze this data to manage businesses better, design better products, and much more.

But this raises many important questions, like how much data do we need to answer the questions we’ve posed? How do we know that the conclusions we have drawn are actually valid? How do we display these conclusions in a meaningful and useful way?

The answers to these questions are found in… statistics! Come and learn the basics of statistics, the science of collecting, summarizing, and drawing valid conclusions from data.

Topics we will cover

  • Overview of fundamental statistical concepts
  • Calculating mean, median, mode, and standard deviation
  • Creating charts such as box plots and scatter plots
  • Understand correlations and apply regression analysis
  • Conducting hypothesis testing with t-tests

Takeaways

  • Define the science of statistics and its use
  • Understand fundamental statistical concepts
  • Apply statistical analysis in Excel to draw valid conclusions

Preparation

  • Please bring a laptop with Excel installed (any version 2007 or newer on PC and any version 2016 or newer on Mac)
  • About the Instructor

    Hui Xiang Chua Photo

    Senior Analytics Manager,
    Essence

    Hui Xiang Chua is Senior Analytics Manager at Essence, a global data and measurement-driven media agency, and part of GroupM. In her role, she oversees the design and measurement of experiments to assess the effectiveness of media campaigns for the agency’s clients.

    With over seven years of experience, Hui Xiang was most recently Senior Research Analyst at the Central Provident Fund Board of Singapore, where she utilised data to solve challenges around customer service and policy reviews.

    In 2017, she was accepted to the Data Science for Social Good Fellowship and was mentored by Rayid Ghani, Chief Scientist of the Obama for America campaign in 2012. For bringing data science into a high school’s curriculum, Hui Xiang was also a recipient of the KDD Impact Program award by SIGKDD, the Association for Computing Machinery’s special interest group on knowledge discovery and data mining.

    Hui Xiang graduated from the National University of Singapore with a Masters of Science degree in Business Analytics with a specialisation in Consumer Data Analytics. Outside of work, she is an instructor at General Assembly.

    Refund Policy

    We understand that, sometimes, plans change. If you can no longer make it to a class or workshop, please email us at least 7 days before the scheduled event date. No refunds will be given to cancellations made within a week of the class or workshop.

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