1. High-Level ML Workflow Diagram A typical ML pipeline can be visualized as a cyclic process with the following stages: [Data Collection] → [Data Preprocessing] → [Feature Engineering] → [Model Training] →…
1. Example: Sentiment Analysis AI (Text Classification) Goal: Train an ML model to classify movie reviews as positive or negative. 2. Step-by-Step Implementation 1. Install Required Libraries bash pip install pandas scikit-learn nltk…
Choose an AI Type TypeDescriptionExampleRule-Based AIFollows predefined if-else rulesChatbot, Decision TreeMachine Learning (ML) AILearns from dataImage classifier, Spam detectorChatbot (NLP)Uses natural language processingCustomer support bot 1. Build a Simple Rule-Based…
Artificial Intelligence (AI) is a branch of computer science focused on creating systems that can perform tasks that typically require human intelligence. At its core, AI is about making machines…
