Introduction to Statistics

COURSE TRAINERS

Andrew Pampalis

Details

Introduction to Statistics is a two-day course for anyone interested in data science, marketing, HR analytics, or science. If you are interested in learning how to measure and apply metrics or in going on to learn data-driven decision-making, this foundation course is for you.

The aim of this course is to provide a firm foundation and understanding of statistics for beginners, equipping learners with knowledge of descriptive statistics, probability and the rules of probability, and inferential statistics.

Delivery Methods

Leading Training is focusing on providing virtual training courses for the foreseeable future and will only consider in-person and classroom training on request, with a required minimum group size of six delegates. We remain committed to offering training that is fast, focused and effective.

Delivery Method	Duration	Price (excl. VAT)
Fulltime	2 days	R 5,998.00	Get a Quote
Webinar	2 days	R 4,598.00	Get a Quote

Discounts Available

Brochure:

Information may change without notice.

Audience

This course is for anyone interested in pursuing studies in data science, marketing, HR analytics, or science.

Pre-Requisites

Maths at NQF Level 4
English at NQF Level 3

Course Outline / Curriculum

Session 1 - Overview of Business Statistics and Computers

Data types and sources and collection methods.

Session 2 - Graphical representation of Statistical Results

Pie charts
Component bar charts bar charts
Multiple bar charts
Frequency diagrams
Frequency polygons and gives

Session 3 - Central Tendencies

(All for both ungrouped data and grouped data)

Calculation of arithmetic means
Calculation of mode
Calculation of median
Calculation of quartiles
Calculation of standard deviations

Session 4 - Probabilities Calculations

Probability rules
Counting rules
Discrete probabilities
Continuous probabilities

Session 5 - Probability Distributions

Probability distribution discrete
Binomial
Poisson

Session 6 - Confidence intervals

Sampling distributions
Confidence intervals
Single means and single proportions

Session 7 - Hypothesis Testing

Singles means and proportions
Difference between means and proportions

Session 8 - Chi-Square Hypothesis testing

Test for independence
Test for equality
Test for goodness of fit

Session 9 - Index Numbers

Simple (Relative) Price and Quantity Index
Composite Price and Quantity Index
Laspeyres Price and Quantity index
Paasche Price and Quantity index

Session 10 - Regression and Correlation

Regression and correlation for two variables

Session 11 - Time Series

Trend analysis
Moving averages 3 and 5-period moving averages
Trend using regression analysis
Season analysis the ratio-to-moving average method

Schedule Dates and Booking

There are currently no scheduled dates.

Please note that this course needs a minimum of 6 delegates to schedule a course. You can choose to be added to the waiting list by clicking the button below and we will contact you when we have enough delegates interested. Should we not get enough delegates, we will refund or credit your paid booking.

Add me to the waiting list

Should you need this course urgently, the following options are available:

Pay for 6 delegates (whether you have them or not) and we will schedule the course as soon as possible.
If you have fewer delegates and cannot pay for 6, we can negotiate a shortened course where some of the time will be spent in blended learning - watching videos and doing tutorials and exercises with some contact time with the trainer. We would want to discuss what your core needs are so that we cover those aspects. You need to have paid for 3 delegates at least.

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