Introduction to Statistics with R

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SEATTLE | November 2017
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Introducing R
R data types
Basic opertors
Reading writing data
Plotting in R

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Why statistics is important?
Mean, median, mode, varience, standard deviation, boxplots, 5-point summaries, quartiles
Probability. Random Variables. Distributions. Sampling

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Interval Estimation
Critical values and p-values
Confidence interval for population mean
Standard Error

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Fundamentals and pitfalls
Large sample significance test for proportions
Large sample significance test for means
Small sample significance tests
Comparing success rates for two populations
Confidence interval for difference in sample means
Comparing population means and hypothesis testing
Paired comparisons

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Why A/B testing or multi-variate testing is needed?
Looking at some interesting A/B tests
Understanding concepts of A/B and multi-variate testing
Statistical fundamentals for A/B testing
Some common pitfalls of A/B testing
Design robust metrics and KPIs

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Setup a landing page
Hook up Google analytics with the landing page
Setup an A/B test on a landing page (could be as simple as two different colors of buttons on the page)
Seed it with some social media advertising budget
Analyze user behavior using the exploration and visualization techniques we learned on day 1
Analyze any differences in user behavior between A and B version

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5.0

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on SwitchUp

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4.8

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on Course Report

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“I’ve never learned more from an external training, especially in such a short time. The instructors are excellent – clearly experienced and passionate about data and what it can do for attendees. I would highly recommend the experience to anyone who has or is thinking they may have a question about data and what can be done with it.”

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Tony Hepp
UX Interaction Designer at Pearson
LinkedIn

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Raja Iqbal

Chief Data Scientist

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Raja has worked at Microsoft Bing and Bing Ads in various research and development roles in data science and machine learning. He is the Founder of Data Science Dojo and a global leader in data science and data engineering training.

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[av_row row_style=’avia-heading-row’][av_cell col_style=”]DOJO[/av_cell][av_cell col_style=”]GURU[/av_cell][/av_row]
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$1499⁹⁹USD

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$1999⁹⁹USD

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[av_row row_style=”][av_cell col_style=”]2-day, hands-on, in-person training[/av_cell][av_cell col_style=”]2-day, hands-on, in-person training[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Learning Material[/av_cell][av_cell col_style=”]Learning Material[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Sample Code[/av_cell][av_cell col_style=”]Sample Code[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Breakfast, lunch, and unlimited refreshments[/av_cell][av_cell col_style=”]Breakfast, lunch, and unlimited refreshments[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Networking Dinner[/av_cell][av_cell col_style=”]Networking Dinner[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]6-month access to learning portal[/av_cell][av_cell col_style=”]1-year access to learning portal[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Software subscriptions during the bootcamp[/av_cell][av_cell col_style=”]Software subscriptions during the bootcamp[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Reference books[/av_cell][av_cell col_style=”]Reference books[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”]Office hours[/av_cell][av_cell col_style=”]Office hours[/av_cell][/av_row]
[av_row row_style=”][av_cell col_style=”][/av_cell][av_cell col_style=”]Mentoring for a project[/av_cell][/av_row]
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Seattle, Washington
(Venue to be determined)
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Seattle, WA
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