Advanced SQL
Analysing Data with Excel
Critical Thinking
Data Modelling with M and Power Query
Data Visualization with Python
Data Visualization with R
Excel Dashboards and Power Pivot
GIS ESSENTIALS – “Getting Spatially Enabled”
Introduction to Statistics
Machine Learning with Python
Machine Learning with R
Microsoft Power BI Boot Camp
Microsoft Power BI Desktop Advanced
Microsoft Power Query
Microsoft PowerBI Dashboard User Course
MySQL
MySQL Administration
PLSQL
PostgreSQL
PostgreSQL Administration
PostgreSQL for Business Intelligence and Mass-data-analysis
Problem Solving and Decision Making
Problem-Solving SAQA US242817
Python Dashboards with plotly Dash
Python Pandas and Jupyter ETL and Data wrangling
Python Regression
Python Statistics
Python Web Apps with Flask MVC Framework
R, Into the Tidyverse (Data Wrangling and ETL)
Regression with R
SQL
Statistics with R
This course will be useful for individuals interested in leveraging statistical modelling to analyze data and derive insights for decision-making. It is designed for data scientists, statisticians, researchers, analysts, and professionals across various industries who work with data and seek to understand patterns, relationships, and trends in their datasets. Additionally, students and academics studying statistics, data science, or related fields will benefit from mastering statistical modelling techniques using Python.
In this course, you will learn to apply a wide range of statistical models to analyze data, make predictions, and draw meaningful insights for decision-making using Python. You will focus on 2 key areas:
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) | ||
---|---|---|---|---|
Classroom | 2 Days | ZAR 5,900.00 | Get a Quote | |
Live Virtual Training | 2 Days | ZAR 5,500.00 | Get a Quote |
Save up to 10% by booking and paying 10 business days before the course.
Leading Training's Python Course or equivalent Python programming knowledge.
Mathematical ability at matric core maths level
Basic statistics knowledge
Introduction to Statistical Modelling
Overview of statistical modelling concepts and methodologies.
Explanation of the role of statistical models in data analysis and decision-making.
Statistical inference
Polls
Populations, samples, parameters, and estimates
Central Limit Theorem in practice
Confidence intervals
Power
p-values
Association tests
Statistical models
Poll aggregators
Data-driven models
Bayesian statistics
Bayes theorem simulation
Hierarchical models
Case study: election forecasting
The t-distribution
To apply for a booking, click on the relevant "Book Now" button below.
Note: places are only fully secured once payment has been made.
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.
Start Date | End Date | Branch | Status | |
---|---|---|---|---|
Mon 10 Mar 2025 | Tue 11 Mar 2025 | Fourways | Scheduled |