Data Analysis: Concepts, Statistics and Models


Course Delivery

Live Instructor-Led Training

Course Description

The training course Data Analytics Training: Concepts, Statistics and Models covers everything you need to know to use statistics and hypothesis testing in making decisions. The course starts with basic statistical measures such as average, median, mode and standard deviation. The training then tackles the theory and practice of hypothesis testing including z-scores, t-scores, chi-square testing and more. The course explores many statistical distributions and their associated tests and concludes with an in-depth study of graphing techniques for business decision making.

Course Dates and Pricing


Sep 21 - 22, 2020$1,250.00Oct 19 - 20, 2020$1,250.00Nov 16 - 17, 2020$1,250.00Dec 14 - 15, 2020$1,250.00

Course Outline

Essential Concepts

Statistical thinking and decision making
Understanding biases
About sampling and populations
The normal curve and normalization
Measures of central tendency: Average, median and mode
Variation measures: standard deviation and variance
Interpretation of measures of central tendency

The hypotheses

LEAN principles and decision-making processes
Use of historical data
How to formulate a hypothesis
How to use a statistical test to accept / refute a hypothesis
Practical applications

Distributions: Towards practice

What is a distribution?
Normal distribution and its parameters
Interpretation and decision making with the normal distribution
Graphical representation of normal distribution
The Chi-Square distribution and its parameters
Interpretation and decision making with Chi-Square distribution
Graphic representation of the Chi-Square distribution
The use of distributions in decision making
Other distributions

Graphical representations

Overview of graphical representations
Frequency calculation
Histograms and frequency graphs
Scatter-Plot diagrams
Overview of dependent and independent variables
Linear trends, correlation and linear regression
Dispersion diagrams and linear relationships

Course Locations

  • Ottawa

  • Montreal

  • Toronto

Related Data Analytics Training

Excel Training: Data Analysis & Presentation

The course Data Analysis & Presentation (Excel Training) explores data analysis with MS Excel. The training includes basic & advanced functions, pivot tables & charts, and the use of Excel graphs to present rich information. The course also covers the use of custom functions and discusses useful tips & tricks for everyday use in MS Excel. Training course titled Excel Training: Data Analysis & Presentation that will allow you to hone your professional skills.

Sep 14 - 15, 2020$1,250.00Oct 12 - 13, 2020$1,250.00Nov 9 - 10, 2020$1,250.00Dec 7 - 8, 2020$1,250.00

Analyse des données: Concepts, statistiques et modèles

La formation Analyse des Données: Concepts, Statistiques et Modèles couvre tout ce que vous devez savoir pour utiliser les statistiques et les tests hypothèse pour la prise de décisions. Le cours commence par des mesures statistiques de base telles que la moyenne, la médiane, le mode et écart type. La formation aborde ensuite la théorie et la pratique des tests hypothèse, y compris les scores z, les scores t, les tests du chi carré et plus encore. Le cours explore de nombreuses distributions statistiques et leurs tests associés et se termine par une étude approfondie des techniques graphiques pour la prise de décisions. Training course titled Analyse des données: Concepts, statistiques et modèles that will allow you to hone your professional skills.

Contact us for delivery$1,250.00