Podcast
Questions and Answers
What type of AI is capable of performing a specific task better than humans?
What type of AI is capable of performing a specific task better than humans?
- Narrow AI (correct)
- General AI
- Super AI
- Theory of Mind
What is the type of AI that can think, puzzle, make judgments, plan, learn, and communicate on its own?
What is the type of AI that can think, puzzle, make judgments, plan, learn, and communicate on its own?
- Reactive Machine
- Narrow AI
- General AI
- Super AI (correct)
Which type of AI system does not store memories or past experiences for future actions?
Which type of AI system does not store memories or past experiences for future actions?
- Reactive Machine (correct)
- Limited Memory
- Theory of Mind
- Super AI
What is an example of a Reactive Machine?
What is an example of a Reactive Machine?
What type of AI stores past experiences or some data for a short period of time?
What type of AI stores past experiences or some data for a short period of time?
What type of AI should understand human emotions, people, and beliefs and be able to interact socially like humans?
What type of AI should understand human emotions, people, and beliefs and be able to interact socially like humans?
What type of AI will be smarter than the human mind?
What type of AI will be smarter than the human mind?
What type of AI will have its own consciousness and sentiments?
What type of AI will have its own consciousness and sentiments?
What is required to connect a TV to a Raspberry Pi?
What is required to connect a TV to a Raspberry Pi?
How is power supplied to a Raspberry Pi?
How is power supplied to a Raspberry Pi?
What type of cable is used to connect to a Raspberry Pi's Ethernet/LAN port?
What type of cable is used to connect to a Raspberry Pi's Ethernet/LAN port?
What instruction set architecture is used in Raspberry Pi?
What instruction set architecture is used in Raspberry Pi?
Which characteristic involves the facility to respond in an intelligent way to a particular situation?
Which characteristic involves the facility to respond in an intelligent way to a particular situation?
What brings together everyday objects in IoT?
What brings together everyday objects in IoT?
What type of device transforms electrical signals into physical movements?
What type of device transforms electrical signals into physical movements?
What type of motor are stepper motors?
What type of motor are stepper motors?
What is the autonomous acquisition of knowledge through the use of computer programs?
What is the autonomous acquisition of knowledge through the use of computer programs?
Which of the following is an example of supervised learning?
Which of the following is an example of supervised learning?
What is the term for the branch of science that deals with programming systems to automatically learn and improve with experience?
What is the term for the branch of science that deals with programming systems to automatically learn and improve with experience?
Which of the following is not a true statement about embedded systems?
Which of the following is not a true statement about embedded systems?
What is the term for the subfield of machine learning that is inspired by the structure and function of the brain?
What is the term for the subfield of machine learning that is inspired by the structure and function of the brain?
Who is credited with inventing machine learning?
Who is credited with inventing machine learning?
What is the term for the ability of a system to be aware of its own internal state and environment?
What is the term for the ability of a system to be aware of its own internal state and environment?
Which of the following is an example of a reactive machine?
Which of the following is an example of a reactive machine?
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Study Notes
Artificial Intelligence (AI)
- Narrow AI: can perform a specific task better than humans, examples include playing chess, purchasing suggestions on e-commerce sites, self-driving cars, speech recognition, and image recognition
- General AI: ability to think, puzzle, make judgments, plan, learn, and communicate on its own
- Super AI: hypothetical concept of AI, ability to perform any task better than humans with cognitive properties
- Reactive machine: focuses on current scenarios and reacts as per the best possible action, examples include IBM's Deep Blue system and Google Alpha Go
- Limited memory: stores past experiences or some data for a short period of time, example includes self-driving cars
- Theory of mind: understands human emotions, people, and beliefs and can interact socially like humans
- Self-Awareness: machines will be smarter than the human mind and have their own consciousness and sentiments
Raspberry Pi
- Has internal memory
- Uses ARM instruction set architecture
- Has micro SD card present in all modules
- Powered through USB connection
- Uses RJ45 Ethernet/LAN cable
- Connects to TV using Male HDMI and adapter
Internet of Things (IoT)
- Empowers IoT by bringing together everyday objects through connectivity
- Characterized by dynamic nature, enormous scale, and heterogeneity
- Devices have different hardware platforms and networks
- Examples of IoT devices include sensors, actuators, and displays
- Actuators transform electrical signals into physical movements, examples include DC motors, stepper motors, and linear actuators
- Stepper motors are DC motors that convert electrical energy into mechanical energy
Machine Learning
- Autonomous acquisition of knowledge through the use of computer programs
- A branch of science that deals with programming systems to automatically learn and improve with experience
- Examples include classifying email as spam, labeling webpages based on content, and voice recognition which are examples of supervised learning
- K-means, self-organizing maps, and hierarchical clustering are examples of unsupervised learning
- Deep learning is a subfield of machine learning inspired by the structure and function of the brain, also known as artificial neural networks
- Machine learning was invented by Arthur Samuel
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