The document outlines key trends in artificial intelligence, emphasizing the significance of machine learning, computer vision, cloud computing, IoT at the edge, and automated machine learning as we approach 2020. It also discusses how AI's power stems from big data, computing capabilities, and advanced algorithms, while highlighting the importance of tailoring solutions and ensuring proper data management. Lastly, it encourages organizations to collaborate with technology experts for achieving their AI ambitions.

1. The Top Trends in
Artificial Intelligence
Erling Hesselberg
Crayon Group

2. AI Milestones
1956
1997
2010
2011
2015
Today it´s difficult to imagine life without AI in the modern digital world

3. Where are we now?
Why AI is powerful now:
- Big Data
- Computing Power
- Models and Algorithms

4. My Top 5 Trends in
Artificial Intelligence
• Some of the top trends as we move towards 2020:
• Machine and Deep Learning
• Computer Vision
• The Cloud
• IoT at the “Edge”
• Automated Machine Learning (AutoML)

5. Machine and Deep
Learning
• Machine learning models start out dumb and get
smart by being exposed to data
• ML is algorithms and statistical models to
perform a specific task without explicit
instructions, relying on patterns and inference
• Using data to make business decisions based on
predicted outcomes
• Deep Learning is ML on steroids, used by
autonomous vehicles, content creation

6. Computer Vision
• Enables computers and devices to see, observe
and understand what they see
• The flood of visual information from modern
devices, sensors and technology has been key for
the development of CV technology
• Pre-trained algorithms are useful and widely
available
• Essential technologies: Deep Learning and
Convolutional Neural Network (CNN)

7. Computer Vision
• Enables computers and devices to see, observe
and understand what they see
• The flood of visual information from modern
devices, sensors and technology has been key for
the development of CV technology
• Pre-trained algorithms are useful and widely
available
• Essential technologies: Deep Learning and
Convolutional Neural Network (CNN)

8. The Cloud
• AI and ML algorithms needs data, a lot of data
• Local data centers available
• Large vendors invests massively for the “Cloud
Consumption” market
• Most customers has a multi-cloud strategy

9. IoT at the “Edge”
• Process massive amount of data with
limited network bandwidth
• Connected Factory/Building/Oil Rig/Device
• Smart & effective Data Collection
• Privacy, Security & Offline support

10. Automated machine
learning (AutoML)
• Automating the process of applying Machine
Learning end-to-end
• Data scientists' skills are hard to automate
• Helps in optimizing algorithm parameters,
Learning, Preprocess and clean data,
Postprocess ML models and more

11. How to get started
• Strong BC with well documented KPI & targets
• Start small, think BIG
• Ensure involvement and governance
• Establish partnership

12. How to get started
You need someone who:
• Owns the Business Problem
• Understands Data, Data Quality & Data Security
• Understands Analytics – Machine Learning,
Statistics, Optimization and Forecasting
• Knows how to put analytics in action by
operationalizing for outcomes

13. Build AI
• Tailor made solutions
• AI components and Cognitive services
• ex. Natural Language Understanding, Text to
Speech, Image/Face Recognition & Personality
Insights

14. Manage
• Training, training & training
• Ensure Data quality
• Every AI solution needs to be managed

15. Hybrid and On-Prem
Computing
• Enterprise software as pre-packaged
Kubernetes applications
• Build once, run everywhere
• Hybrid cloud that scales and maintain security

16. Opportunities for you
MSPs can use AI to increase their profits:
- Condition-driven automation
- Repetitive task-driven automation
- Look for patterns
- Look to automate across multiple client sites
- Look for event triggers

17. What can we do
together?
• Increase profit with better insight
• End to end project deliveries
• Access to Technology and Competency

18. Whatever journey your organisation is on
to an optimised cloud enabled future,
don't take on the task alone.
Talk to the technology transformation experts at
Crayon and make your ambitions a reality.
Thank You!
www.crayon.com