![Finance
â—Ź
Algorithmic trading
â—Ź
Market analysis and data mining; use of natural
language processing to read text such as
news, broker reports, and social media feeds.
â—Ź
news feed and to assist with investment
decisions.[14]
â—Ź
Underwriting;- online lender e.g Tala
â—Ź
Personal finance](https://image.slidesharecdn.com/aipresentation-180730185230/85/Ai-For-Everyone-16-320.jpg)
Ai For Everyone
- 1. AI FOR EVERYONE By Eng.Felicity Mecha Community Lead AI Saturdays Nairobi
- 2. Definition â—Ź Intelligence exhibited by machines â—Ź What is Intelligence Composed of? â—Ź
- 3. What are Artificial Neural Networks (ANNs)? â—Ź a computing system made up of a number of simple, highly interconnected processing elements, which process information by their dynamic state response to external inputs â—Ź
- 6. Types of Artificial Neural Networks â—Ź Feed forward â—Ź Feedback â—Ź
- 7. Machine Learning â—Ź Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed
- 8. Machine Learning in ANNs â—Ź Supervised Learning: Fed with example data with predefined answers â—Ź Unsupervised Learning: No predefined answers. Uses clustering â—Ź Reinforcement Learning: he ANN makes a decision by observing its environment. If the observation is negative, the network adjusts its weights to be able to make a different required decision the next time.
- 9. Applications â—Ź Ai can be applied in a wide range of areas both technical and non technical
- 11. Reality â—Ź AI is going to become as necessary as ordinary computing
- 13. Aviation â—Ź The AOD(Air Operations division) has use for artificial intelligence for surrogate operators for : â—Ź combat and training simulators, â—Ź mission management aids, â—Ź support systems for tactical decision making, â—Ź and post processing of the simulator data into symbolic summaries. â—Ź speech recognition software. â—Ź Artificial Intelligence supported Design of Aircraft, or AIDA, is used to help designers in the process of creating conceptual designs of aircraft
- 14. Computer Science ● AI can be used to create other AI e.g: AutoML – NASNet; Neural architecture search (NAS) uses machine learning to automate the design of artificial neural networks – ImageNet; is a large visual database designed for use in visual object recognition software research
- 15. Education â—Ź intelligent tutoring systems, â—Ź MOOCs; Data sets collected from these large scale online learning systems have also enabled learning analytics, which will be used to improve the quality of learning
- 16. Finance â—Ź Algorithmic trading â—Ź Market analysis and data mining; use of natural language processing to read text such as news, broker reports, and social media feeds. â—Ź news feed and to assist with investment decisions.[14] â—Ź Underwriting;- online lender e.g Tala â—Ź Personal finance
- 17. Industry â—Ź Robots are often given jobs that are considered dangerous to humans â—Ź
- 18. Hospitals and medicine â—Ź clinical decision support systems for medical diagnosis â—Ź Computer-aided interpretation of medical images. â—Ź Heart sound analysis â—Ź Companion robots for the care of the elderly â—Ź Mining medical records to provide more useful information.
- 19. Health â—Ź Design treatment plans. â—Ź Using avatars in place of patients for clinical training â—Ź Predict the likelihood of death from surgical procedures â—Ź Predict HIV progression
- 21. Human resources and recruiting â—Ź screen resumes and rank candidates according to their level of qualification â—Ź predict candidate success in given roles through job matching platforms. â—Ź recruiting chat bots
- 22. Marketing â—Ź Pattern classification â—Ź Forecasting â—Ź Marketing analysis â—Ź marketing automation â—Ź Social computing â—Ź
- 23. Media â—Ź Computer vision for analyzing video â—Ź The analysis of video for recognizing relevant scenes, objects or faces
- 24. Music â—Ź AIVA (Artificial Intelligence Virtual Artist), focus on composing symphonic music
- 25. News, publishing and writing â—Ź computer generated news and reports â—Ź Echo box : intelligent posting of articles on social media platforms such as Facebook and Twitter
- 26. Online and telephone customer service â—Ź emotional intelligence to adapt the customer's interaction â—Ź understanding the meaning behind what someone is asking and not just looking at the words used, using context and natural language processing.
- 27. Telecommunications maintenance â—Ź Scheduling and management of workforce
- 28. Toys and games â—Ź video game bots, which are designed to stand in as opponents where humans aren't available or desired.
- 29. Transportation â—Ź self-parking â—Ź advanced cruise control â—Ź traffic management applications â—Ź autonomous cars â—Ź
- 30. Autonomy
- 31. Security
- 32. Agriculture
- 33. 2018
- 35. Salary scale
- 36. AI Saturday
- 37. Description â—Ź Known as AI6, it is a structured study group organized in 50+ cities across the globe, including Bangalore, Lagos, Toronto, Singapore and Sunnyvale. It is community-driven and free-to-attend*. â—Ź AI Saturdays (AI6) is catalyzed by Nurture. AI. The first cycle of AI6 began in January 2018 and ended in May 2018. Over 5,000 participants from 50 cities worldwide were part of the AI6 movement. Motivated by the overwhelming demand and positive feedback from the AI6 community, we decided to organise a second cycle for AI6 so we can continue delivering value to those who want to learn AI.
- 38. Why AI Saturdays â—Ź Peer-to-peer learning â—Ź Accountability â—Ź Portfolio building â—Ź Networking â—Ź Problem solving â—Ź Support
- 39. Goal â—Ź Building capacity, knowledge , mentorship â—Ź Building projects that Solve everyday Problems
- 40. Thank you! Email: felicitymecha@gmail.com Facebook: Felicity Mecha Twitter: fliquestarr Instagram: eng.felicity