Digital Training

Introduction to Python

An introductory course to the Python 3 programming language, with a curriculum aligned to the Certified Associate in Python Programming (PCAP) examination syllabus.

Jillur Quddus

11 modules • 40 hours

Learn how to load, explore, transform, analyse, visualise and derive actionable insights from structured, semi-structured and unstructured data using industry-standard Python libraries for data analysis.

Jillur Quddus

Linear Algebra

Learn the beautiful mathematical language that underpins all modern computing including data science and artificial intelligence, as well as applied physics, engineering and economics.

Jillur Quddus

13 modules • 80 hours

Statistical Learning

Learn how to mathematically design, interpret and evaluate statistical models that are designed to learn from data and which underpin subsequent artificial intelligence and machine learning techniques.

Jillur Quddus

17 modules • 80 hours

Applied Machine Learning

Learn how to apply statistical learning techniques to real-world business problems in Python by building, interpreting, visualising and evaluating machine learning models to learn from data and make predictions.

Jillur Quddus

18 modules • 50 hours

Distributed Machine Learning

Learn how to apply statistical learning techniques to big data in Python by building, interpreting, visualising and evaluating distributed machine learning models optimised for massive data volumes.

Jillur Quddus

12 modules • 40 hours

Applied NLP

Learn how to apply statistical learning and language processing techniques to build machine learning models capable of deriving actionable insights from human language and thus enabling automated and contextual interactions between computers and humans.

Jillur Quddus

12 modules • 50 hours

Applied Graph Theory

Learn the basics of graph theory before modelling data as a distributed knowledge graph and thereafter undertaking complex network analysis to uncover hidden patterns and relationships in order to derive actionable intelligence from structured and unstructured data.

Jillur Quddus

12 modules • 50 hours

Real-Time Machine Learning

Learn how to apply statistical learning techniques to real-time event-driven data in Python by integrating distributed machine learning models with scalable, high-throughput and fault-tolerant streaming platforms.

Jillur Quddus

9 modules • 20 hours

Expert DASH Platform

Introduction to Deep Learning

Learn how to mathematically design, interpret and evaluate deep learning models that are designed to overcome challenges in traditional machine learning models by learning successive layers of representations in terms of other simpler representations, modelled as neural networks.

Jillur Quddus

16 modules • 100 hours

Expert DASH Platform

Applied Deep Learning

Learn how to apply the latest innovative deep learning research and techniques to exciting real-world business problems in Python by designing neural architectures and thereafter training, interpreting and evaluating distributed deep learning models.

Jillur Quddus

Expert DASH Platform

Deep Learning for NLP

Learn how to apply the latest innovative deep learning research and techniques to build genuinely state-of-the-art and next-generation natural language processing systems to further automate seamless contextual interactions between computers and humans.

Jillur Quddus

5 modules • 20 hours

Python Taster Course

A fun and interactive introduction to both the Python programming language and basic computing concepts using programmable robots.

Jillur Quddus

4 modules • 4 hours

Introduction to Python

An introductory course to the Python 3 programming language, with a curriculum aligned to the Certified Associate in Python Programming (PCAP) examination syllabus.

Jillur Quddus

11 modules • 40 hours

Introduction to Java

An introductory course to the Java programming language, one of the most popular programming languages in the world supported by a global community of millions and in which a significant number of web, mobile, artificial intelligence and big data frameworks are written.

Jillur Quddus

12 modules • 30 hours

Object Oriented Programming

Learn how to model the world as digital objects that store data and interact with each other, enabling software engineers to build reusable and interoperable software services and libraries that power modern web, mobile, artificial intelligence, big data and enterprise applications and frameworks.

Jillur Quddus

14 modules • 30 hours

Object Mapping

Learn how to easily manage and persist objects to a wide variety of underlying SQL and NoSQL distributed data stores including relational databases, document databases, key-value databases, columnar databases and search indexes using industry-standard object mapping frameworks for Java and Python.

Jillur Quddus

Test Driven Development

Learn how to develop better code, reduce the number of bugs in production systems, reduce overall development time and remove the fear from software changes and production deployments through a test-first approach to software development that promotes automation and improved test coverage.

Jillur Quddus

8 modules • 20 hours

CI/CD

Learn how to configure and provision continuous integration and continuous delivery pipelines enabling software development teams to deliver new and tested code features into production environments every few seconds or minutes.

Jillur Quddus

11 modules • 30 hours

Introduction to Spring Boot

Learn how to quickly build standalone applications and services in Java using the Spring Boot framework designed to remove the need for software engineers to write boilerplate code and instead enabling them to focus on the specific requirements of their application with minimum fuss and configuration.

Jillur Quddus

9 modules • 30 hours

Web Application Development

Learn how to build production-grade web applications in Java using the Spring framework including advanced techniques covering security, authentication and authorisation, session management, real-time messaging, management of secrets and advanced persistence to SQL and NoSQL databases.

Jillur Quddus

12 modules • 50 hours

REST API Development

Learn how to build production-grade REST APIs in Java using Spring Boot including advanced techniques such as securing API endpoints with Spring Security, validation, error handling, and integration and security testing.

Jillur Quddus

7 modules • 25 hours

Python Taster Course

A fun and interactive introduction to both the Python programming language and basic computing concepts using programmable robots.

Jillur Quddus

4 modules • 4 hours

Introduction to Python

An introductory course to the Python 3 programming language, with a curriculum aligned to the Certified Associate in Python Programming (PCAP) examination syllabus.

Jillur Quddus

11 modules • 40 hours

Python for Data Analysis

Jillur Quddus

Introduction to Java

Jillur Quddus

12 modules • 30 hours

Object Oriented Programming

Jillur Quddus

14 modules • 30 hours

Object Mapping

Jillur Quddus

Test Driven Development

Jillur Quddus

8 modules • 20 hours

CI/CD

Jillur Quddus

11 modules • 30 hours

Distributed Data Engineering

Learn how to perform data transformations on big data in Python by building and deploying distributed data pipelines optimised for processing massive data volumes.

Jillur Quddus

12 modules • 40 hours

Real-Time Machine Learning

Jillur Quddus

9 modules • 20 hours