Course Code: itaibsp
Duration: 28 hours
Course Outline:

Introduction to Artificial Intelligence 

  1. Definition and scope of Artificial Intelligence (AI)
  2. Historical and key milestones
  3. Machine learning and its applications
  4. Basics of artificial neural networks
  5. Deep Learning
  6. Natural Language Processing (NLP)

NHS Procurement and Supply Chain

  1. NHS Business Model - Buy Smart, Supply Right, Partner Expertly.
  2. Continuous improvement of the NHS Supply Chain operating model.
  3. Supply Chain Resilience 
  4. Group Activity and Discussion 
  5. Role of Artificial Intelligence in Supply Chain
  6. Man vs Machine - Speed, accuracy, efficiency and optimisation. 
Data Analytics and Data Visualisation 
  1. Data Preparation and cleaning
  2. Data Exploration and Visualisation 
  3. Unsupervised Learning and Supplier/Customer Segmentation 
  4. Predicting Customer Revenue 
  5. Supervised Learning and prediction of customer churn
  6. Fine Tuning Classification Algorithms
Ethics, Law, Standards and Privacy
  1. Importance of data privacy and protection in AI health care applications
  2. Laws and regulations related to Artificial Intelligence
  3. Ethics, transparency and explainability in AI systems
  4. Overview of regulatory frameworks governing AI 
  5. Compliance requirements for AI systems in Health Care
  6. Best practices for ensuring compliant use of AI and privacy protection