AI in Business Notes Introduction to AI In Business Using AI and ML in Business https://github.com/nscalo/ai-in-business/blob/main/Notes/Introduction-to-AI-in-Business/Using-AI-and-ML-in-Business/notes.md

Answering Questions with Data Improve Search results ML relies on relevant and large enough data source Return relevant results Tailored to individual preferences Intuitively start thinking about what you need to solve the tasks Building a Dataset

Training and Evaluating a Model Overview of Modeling Training Data Model Evaluation Transfer Learning and Automated ML Models act as framework Single Neural network (NN) consists of series of computational layers Specialised nodes within a NN perform various computations Uncertainty is Good for neural Networks to learn Backpropagation & Updating the Weights of a Network

Machine Learning Pipeline Data Ingestion Data Cleaning & Transformation Model Training # Model Selection Testing & Validation # Model Selection Deployment AI Approach Start with Business problem and not Data