Skip to content
Vision Reach Global
Professionals reviewing a skill mastery dashboard together

Professional Development

Big Data Analytics, Data Science and Data Engineering Courses

Certification-driven training across Finance, Leadership, Operations, and more — delivered online, in classrooms, or in-house.

Policy and Regulatory Frameworks for Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringAdvanced

Policy and Regulatory Frameworks for Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Map the privacy, AI and sector rules that apply to a data science or machine learning use case.
  • Classify AI systems by risk tier and determine the controls each requires.
Practical Data Engineering, Databases & ERP Data Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringIntermediate

Practical Data Engineering, Databases & ERP Data Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Design normalised relational schemas and document them with entity relationship diagrams.
  • Write advanced SQL queries, views and procedures and tune their performance.
Practical Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringIntermediate

Practical Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Frame business problems as data science questions with measurable success criteria.
  • Clean, transform and explore data using Python, pandas and visualisation libraries.
Predictive Maintenance with Machine Learning Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringAdvanced

Predictive Maintenance with Machine Learning Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Compare reactive, preventive, condition-based and predictive maintenance strategies and select the right one.
  • Prepare sensor, SCADA and CMMS data for modelling, including labelling failure events.
Professional Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringAdvanced

Professional Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Scope a data science engagement with clear deliverables, assumptions, risks and acceptance criteria.
  • Write modular, tested and version-controlled Python that others can review and maintain.
Programming for Data Science (Python & R) Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringFoundation-Intermediate

Programming for Data Science (Python & R) Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Write functional Python and R code for data manipulation tasks.
  • Use pandas and dplyr to clean, filter, and transform datasets.
Real-Time Analytics and Streaming Data Processing Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringAdvanced

Real-Time Analytics and Streaming Data Processing Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Explain the architecture and components of a streaming analytics pipeline.
  • Design event-driven data ingestion for real-time processing.
Risk Management for Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringIntermediate

Risk Management for Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Classify the risks that data science and machine learning introduce, from data quality and model error to security, privacy, conduct and third-party exposures.
  • Apply FMEA, bowtie analysis and pre-mortem workshops to identify failure modes across a model pipeline.
Statistical Data Analysis with R Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringIntermediate

Statistical Data Analysis with R Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Import, clean, and reshape datasets using R and the tidyverse.
  • Conduct descriptive statistics and exploratory data analysis in R.
Strategic Data Engineering, Databases & ERP Data Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringAdvanced

Strategic Data Engineering, Databases & ERP Data Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Design relational and dimensional data models suited to transactional and analytical workloads.
  • Write and optimise advanced SQL for large datasets and complex business logic.
Strategic Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringIntermediate

Strategic Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Frame business problems as data science questions with measurable success criteria.
  • Clean, explore and visualise datasets using Python, pandas and Matplotlib.
Strategy and Innovation in Data Science & Machine Learning in Practice Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringAdvanced

Strategy and Innovation in Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Formulate a data and AI strategy tied to organisational goals and genuine sources of competitive advantage.
  • Identify and frame high-value machine learning opportunities using design thinking and jobs-to-be-done methods.

How booking works

From enquiry to certificate in four steps

What happens between choosing a course and holding the certificate, and the terms that apply at each step.

  1. Step 1

    Pick a course and a start date

    Most courses run for five or ten days, Monday to Friday. Classroom cohorts start on a Monday every four weeks in each city; online cohorts are dated per course.

    Open the training calendar
  2. Step 2

    Register yourself or a team

    Register online as an individual or for colleagues. 3 or more people from one organisation on the same course get at least 5% off.

    Compare training formats
  3. Step 3

    Pay a week before the start

    Pay in full at least one week before the course begins, by bank transfer, invoice or an approved electronic payment. Cancel five or more days before the start for a full refund.

    Read the refund policy
  4. Step 4

    Attend and get certified

    Complete the course, including attendance and assessments, to receive a CPD-recognised certificate you can log towards your professional development.

    About our CPD accreditation

What Our Clients Say

VRG brings strategic discipline to complex organizational challenges. Their approach is structured, data-driven, and outcome-focused.

Levis Wabwire

Levis Wabwire

Managing Director

They facilitated our strategy review, we improved departmental KPI alignment by 35% and reduced operational bottlenecks significantly.

David Oketch

David Oketch

Strategy Lead

Employee engagement scores increased following the leadership training program. The difference in accountability culture is evident.

Wendy Albright

Wendy Albright

Program Manager

Frequently Asked Questions

Find quick answers before reaching out.

Courses are delivered as Classroom Training, Virtual/Online Training, or In-House Training built around your organization's schedule. See the Training Formats page for details, or filter the course catalogue by format.