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The Making of AI Startups: Framing, Methods and Frameworks
- 1. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 1 The Making of AI Startups: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) Hisham Arafat Shehata Industry Practices Director, Data Science, Big Data and AI Apps, Nile University Lecturer & Research Projects Supervisor, Professional Masters, Cairo University Principal Solutions Architect, Technology Strategist and Research Engineer
- 2. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 2 Artificial Intelligence (AI) Chatbots Robots Personal Assistants Precision Agriculture Emotions Detection Recommenders Autonomous Vehicles Object Detection NLP
- 3. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 3 Conversional AI & Cognitive Models
- 4. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 4 Computer Vision
- 5. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 5 Reinforcement AI https://developer.nvidia.com/blog/deep-learning-self-driving-cars/
- 6. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 6 Perspective Analytics
- 7. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 7 Edge AI
- 8. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 8 Collaborative AI https://labs.sogeti.com/
- 9. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 9 AI and Startups Existing Startups Trying to Leverage AI Startups Established on an AI- Driven Services Startups Innovating AI Platforms, Components, Models and Solutions
- 10. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 10 Keeping an Eye on the Market
- 11. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 11 Technology Startups: The Making Market Development Disruptive Innovation – Design Thinking – Team Skills Lean Operations Strategic Leadership Technology Platforming Financial Management Agile Growth Funding
- 12. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 12 What Makes AI Startups Different? Priorities in the Journey of Making an AI Startup? Uncertainty Uncertainty Uncertainty Uncertainty
- 13. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 13 Priority #1: Framing Innovative & Novelty How AI is Making Difference and Add Value for the Intended Services?
- 14. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 14 Priority #2: Framing Privacy & Ethics How Designed AI Models are Collecting and Using User Data?
- 15. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 15 Priority #3: Framing Regulations & Compliance Are Designed AI Models Fulfilling Current and Expected Future Governance?
- 16. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 16 Priority #4: Framing Transparency Are we Designing Explainable, Fair and Rational AI?
- 17. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 17 Priority #5: Framing Sustainable Growth Is there Clear Visibility on Continuous AI Models Dev. and ROI?
- 18. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 18 Priority #6: AI Model Development AI Model Framed Data, ML Methods, Model Building & Selection, Tools, Libraries…
- 19. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 19 Priority #7: AI App Operationalization AI Model Developed AI Pipelines, MLOps, Platform Selection, Deployment Planning, Applications…
- 20. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 20 Takeaways Surplus in AI Know-how, Open Source, Components and Practices The Journey of Making AI Startups Should Further Focus on Mitigating Uncertainty Priories from #1 to #5 are All About Framing Related to Different AI Challenges Priory #6 on Developing the Core AI Models is Key for Success Priority #7 is the Last Mile of Having AI Operationalized into Value Services
- 21. The Making of AI Startup: Framing, Methods and Frameworks NilePruners AI-Talks (Oct 31, 2021) 21 Thank You harafat@nu.edu.eg https://eg.linkedin.com/in/hisham-arafat Q&A on Discord: hiarafat@hotmail.com