Advanced Tools and Techniques for Data Analysis

AMA - American Management Association
Training overview
Professional Course
2 days
From 2,445 USD
Start dates
Arlington
2,445 USD
9/17/2020

New York City
2,445 USD
11/16/2020

San Francisco
2,445 USD
12/3/2020

Arlington
2,445 USD
3/18/2021
AMA - American Management Association

Course description

This 2-day advanced analytics seminar will introduce you to predictive analytics techniques, so you can frame strategic and operational questions involving marketing, finance, and operations or other real-world business applications.

In this hands-on course, you will cover a variety of analytics tools, such as histograms, ANOVA analysis, A/B testing, Pareto analysis, clustering, box plots, scatter diagrams, partitioning, unstructured text analysis, and multivariate regression analysis. Best of all, no background in statistics or programming is required. As long as you have a basic understanding of spreadsheets, you will learn how to manipulate complex data sets so you can gain insights that are not possible with common business intelligence techniques.

How you will benefit:

  • Go above and beyond standard business intelligence analysis techniques
  • Get answers to complex data analysis questions without becoming a statistician  
  • Learn which data analysis technique to use for various business problems
  • Extract the most meaningful results from large and small data sets and multiple data types
  • Become familiar with basic text analysis tools and gain insights from unstructured text data
  • Use advanced analysis functions in Excel and open source tools
  • Build on your basic understanding of spreadsheets to access powerful analytic techniques
  • Improve your business efficiency and effectiveness

Who should attend?

Business professionals looking for data analysis tools to solve complex problems such as customer churn, statistically valid web-page optimization, and social media/online customer feedback analysis.

Training content

This training course will cover:

  • Data analytics and business; working with data
  • Wrangling, cleansing, and shaping data (data scraping)
  • Using Google OpenRefine
  • Selecting the right variables, KPIs, CSFs (data analysis)
  • Becoming familiar with Excel’s Analysis Tool Pack
  • Utilizing multivariate statistics, T-Test, factor analysis, linear regression, and other advanced techniques
  • Reviewing additional tools—JMP, Tableau, SPSS, R

Costs

The course is priced as follows: $2445 - Non-members
$2195 - AMA members
$2079 - GSA price

About AMA

2019 leadership

About American Management Association International

For over 90 years, American Management Association International (AMA) has been a world leader in professional development. AMA supports the goals of individuals, organizations, and government agencies with a complete range of corporate talent transformation solutions, including public open-enrollment seminars...


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AMA - American Management Association



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