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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.

Hadoop Administration Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringAdvanced

Hadoop Administration Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Install and configure a Hadoop cluster including HDFS and YARN.
  • Manage cluster resources and job scheduling using YARN.
Healthcare Analytics and Data Management Training Course — Big Data Analytics, Data Science and Data Engineering training course
In-House +2
Big Data Analytics, Data Science and Data EngineeringIntermediate-Advanced

Healthcare Analytics and Data Management Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Understand core healthcare analytics and data management principles and how they fit together in practice.
  • Apply practical techniques for healthcare analytics and data management in day-to-day implementation.
Kafka Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringAdvanced

Kafka Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Explain Kafka's architecture including brokers, topics, and partitions.
  • Design producer and consumer applications for event streaming.
Leadership and Performance 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

Leadership and Performance in Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Build a data and machine learning strategy aligned with organisational priorities.
  • Score and prioritise use cases by value, feasibility, data readiness and risk.
Machine Learning for Business Strategy Development Training — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringIntermediate-Advanced

Machine Learning for Business Strategy Development Training

10 Days19 venuesCertified

Key Skills You'll Learn

  • Apply machine learning techniques to strategic market analysis.
  • Build predictive models for competitive positioning and scenario planning.
Machine Learning for Managerial Decision Making using TensorFlow — Big Data Analytics, Data Science and Data Engineering training course
Big Data Analytics, Data Science and Data EngineeringIntermediate-Advanced

Machine Learning for Managerial Decision Making using TensorFlow

10 Days19 venuesCertified

Key Skills You'll Learn

  • Explain core machine learning concepts relevant to managerial decision-making.
  • Build and train predictive models using TensorFlow and Keras.
Management of 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

Management of Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Identify, frame and prioritise machine learning use cases using value, feasibility and risk criteria.
  • Plan and run data science projects using CRISP-DM combined with agile delivery practices.
Monitoring and Evaluation of 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

Monitoring and Evaluation of Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Develop a theory of change and results framework that links a machine learning system to the decisions and outcomes it is meant to improve.
  • Design indicators at data, model, decision and outcome levels, with baselines, targets and data sources.
Natural Language Processing (NLP) Training Course — Big Data Analytics, Data Science and Data Engineering training course
In-House +2
Big Data Analytics, Data Science and Data EngineeringIntermediate-Advanced

Natural Language Processing (NLP) Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Understand core natural language processing (NLP) principles and how they fit together in practice.
  • Apply practical techniques for natural language processing (NLP) in day-to-day implementation.
Natural Language Processing for Analysts Training Course — Big Data Analytics, Data Science and Data Engineering training course
Classroom +2
Big Data Analytics, Data Science and Data EngineeringIntermediate

Natural Language Processing for Analysts Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Clean text and represent documents with spaCy, TF-IDF and word embeddings.
  • Train and evaluate text classifiers using precision, recall and F1.
Operational Excellence 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 EngineeringIntermediate

Operational Excellence in Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Map the end-to-end model delivery process and identify waste, bottlenecks and handoffs using value stream mapping.
  • Define flow, quality and reliability metrics for a data science team, including lead time, change failure rate and service level objectives.
Planning and Implementation of 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

Planning and Implementation of Data Science & Machine Learning in Practice Training Course

10 Days19 venuesCertified

Key Skills You'll Learn

  • Assess organisational, data and technical readiness before committing resources to a machine learning initiative.
  • Translate a business problem into a scoped project with measurable success criteria and a clear baseline.

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.