A non-breathing Human
The birth of a non-breathing human was a glass tube with two electrodes on each end. It happened in 1850s. Since then, humans raced towards collapsing the glass tube to nano size (less than the width of a human hair). Let’s consider these miniscule entities as sperms of a non-breathing human. All kind of combinations, permutations, and packaging (silicon wafers with billions of diodes & transistors) finally evolved to a machine that is – AI a non-breathing human.
At this time no one or nothing on this planet can survive AI. Surely, it has become the central question of prevailing time “How to survive AI”. The fear that AI will make humans and possibly other breathing entities obsolete is common, but the reality is more about adaptation and symbiosis than just pure survival.
SmartPath is not thinking of AI as a single, monolithic competitor but seeing it as a “new force of science”, that needs to be taught to everyone to understand AI and harness it, build safety standards around it, and redesign our lives with it.
Here is a simplified step-by-step depiction of “how an AI project really works”.
- Define Business Value: What are the business values that AI project must deliver?
- Collect Relevant Data: All business data collected from databases, processes, activities, reports, all business documents, customer data, business emails, rules and regulations, operational data, etc.
- Data Processing and Cleaning: Verification and Validation of all collected data.
- Mathematical Transformation: Using Python language to transform data using math.
- Train AI Model: It is making machines to learn based on mathematically transformed data to create AI engines known as ML Models.
- Evaluate AI Model: Ensuring the ML Model is accurate, and useable based on use cases.
- Optimize and Tune AI Model: Fine-Tune AI Model.
- Deploy AI Model for Use: Productionize the AI Model (application) and maintain it.