Linear regression is one of the most basic and important tools in Artificial Intelligence (AI) and Machine Learning. It helps us understand relationships between two things and make predictions. It is an example of a rule-based AI model.
Machine learning focuses on selecting the right features to create effective models for specific tasks. Machine learning helps us create models that solve specific tasks by learning from data. To build effective models, it is important to select the right features (important pieces of information from the data).
Question: Write the full form of the following acronyms:
1. AI
2. CV
3. NLP
4. NLU
Q1. What is intelligence?
Answer: The ability to understand and deal with new situations is called intelligence. Intelligence includes problem-solving, decision-making, reasoning, planning, linguistic skills and many more.
e.g. If you notice a dark cloud forming in the sky, your instinct (intelligence) will prompt you to seek shelter. Similarly, when you encounter a friend on the street, your intelligence will tell you to offer a friendly greeting and catch up with him/her.
