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Understanding Artificial Intelligence- Core Concepts of Business Transformation- 1 Day Training Masterclass


Overview

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Details

Artificial Intelligence (AI) is the theory and development of computer systems able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. While no one is yet expecting parity with human intelligence or in the near future, AI has enormous implications on how we work and customer expectations. AI is already transforming your customers’ expectations. Think of consumers today using Uber, Google, and Amazon which are already transforming your customers’ expectations. Most AI examples that you hear about today – from chess-playing computers to self-driving cars – rely heavily on deep learning and natural language processing. Using these technologies, computers can be trained to accomplish specific tasks by processing large amounts of data and recognizing patterns in the data.

The workshop will include the following learning modules

An introduction to Artificial Intelligence
- Understanding what we mean when we say machines think
- How does AI relate to the rest of predictive analytics?
- How AI works and its inherent limitations.

Algorithms explained
- What is an algorithm and what it does to data
- Different approaches in the journey from input to output.
- The history of AI as it has developed so far.it matters

Types of AI algorithms and where they fit in an organization:
- Parametric vs. Non-parametric
- Supervised vs Unsupervised learning
- Large vs. small
- Ensemble algorithms
- Bayes made easy and intelligible for non-maths executives.

The trade-offs
- bias, variance and irreducible error. Overfitting and underfitting
- Case-studies examined
- Live AI demo

Organisational issues:
- Preparing your data and cleaning your data,
- Infrastructure, strategies for the organization
- strategies for best practice implementation.

The future of AL
- Ethical issues
- Open Q&A and debate

What you learn on completion of the workshop:

- Understand the principles of how Artificial Intelligence works, its current limitations
- Be able to confidently communicate the current impact of AI in the workplace to colleagues
- Understand how AI solutions are being deployed today to resolve current business problems
- Recognise the regulator's view of AI
- Map a clear strategic roadmap to test Artificial Intelligence effective for your business

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