Introduction to Statistics

Metis
Training overview
Professional Course
Webinar
2 days
Start dates
Online
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Course description

Introduction to Statistics

In a truly data-driven organization, each member will possess a foundational set of skills that supports the use of data to make better business decisions.

Introduction to Statistics is specific and focused training on fundamental statistical techniques and applications. Upon completion of the course, participants are able to use basic data analysis to discover ways to improve the productivity and efficiency of their projects. Lessons incorporate both lecture and hands-on exercises with a focus on cultivating practical skills.

The Metis Introduction to Statistics Course covers topics including:

  • Summary statistics that turn numbers into insights
  • Identifying patterns and understanding your population
  • Correlation vs. causation: Get to the real reasons behind behaviors
  • Hypothesis testing and experimentation for better decision making
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COVID-19 Update

In light of COVID-19, this provider is now delivering some or all of their courses online. Contact them for more information!

Who should attend?

PREREQUISITES

Basic analytics and Excel

STUDENT PROFILE

Analysts or those who work with data in similar analytical roles

Training content

Introduction to Statistics Course Content

Day 1: Intro to statistics and probability

  • Statistical measures of centrality (mean, median, mode) and spread (quartiles, variance, standard deviation)
  • Discrete distributions (binomial, Poisson)
  • Continuous distributions (Exponential, Normal)
  • PDF, CDF, expected value of distributions
  • Bayes’ theorem
  • Law of Large Numbers and the Central Limit Theorem
  • Correlation coefficient

Day 2: Hypothesis testing and experimentation

  • Correlation vs causation
  • Introduction to hypothesis testing: distinguishing between Type I and Type II error
  • Confidence intervals and p-values
  • Performing two-sample t-tests
  • Multiple comparisons and Bonferroni adjustments
  • False Discovery Rate
  • Power and Sample size calculations
  • Design of experiments
  • Chi-square tests for categorical data

About Metis

Metis

Metis

Metis accelerates data science and analytics learning for individuals, companies, and institutions. The Corporate Training team at Metis has been a trusted training partner to Fortune 500 clients around the globe and across numerous industries since 2015.  We are respected...


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Contact info

Metis

Metis
623 Broadway
10012 New York New York

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www.thisismetis.com

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