18 Lecture
CS101
Midterm & Final Term Short Notes
Artificial Intelligence
Artificial Intelligence is a branch of computer science that focuses on creating intelligent machines that can perform tasks that typically require human intelligence, such as understanding natural language, recognizing objects, and making decis
Important Mcq's
Midterm & Finalterm Prepration
Past papers included
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- What is the goal of artificial intelligence? a) To create machines that can think and act like humans b) To replace humans in all areas of work c) To dominate the world
Answer: a) To create machines that can think and act like humans
- What is machine learning? a) The process of programming machines to do specific tasks b) The process of teaching machines to learn from data c) The process of building machines from scratch
Answer: b) The process of teaching machines to learn from data
- What is deep learning? a) A type of machine learning that uses neural networks with many layers b) A type of machine learning that uses decision trees c) A type of machine learning that uses clustering algorithms
Answer: a) A type of machine learning that uses neural networks with many layers
- What is natural language processing? a) The process of teaching machines to understand human language b) The process of teaching machines to speak human language c) The process of teaching humans to speak machine language
Answer: a) The process of teaching machines to understand human language
- What is computer vision? a) The process of teaching machines to see like humans b) The process of teaching machines to hear like humans c) The process of teaching machines to smell like humans
Answer: a) The process of teaching machines to see like humans
- Which of the following is an example of supervised learning? a) Clustering b) Regression c) Reinforcement learning
Answer: b) Regression
- Which of the following is an example of unsupervised learning? a) Clustering b) Regression c) Reinforcement learning
Answer: a) Clustering
- Which of the following is an example of reinforcement learning? a) Clustering b) Regression c) Playing a game of chess
Answer: c) Playing a game of chess
- What is the Turing test? a) A test to determine if a machine can exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human b) A test to determine if a human can exhibit intelligent behavior equivalent to, or indistinguishable from, that of a machine c) A test to determine if a machine can feel emotions like a human
Answer: a) A test to determine if a machine can exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human
- Which of the following is NOT a potential application of artificial intelligence? a) Medical diagnosis b) Autonomous driving c) Teleportation
Answer: c) Teleportation
Subjective Short Notes
Midterm & Finalterm Prepration
Past papers included
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What is Artificial Intelligence? Answer: Artificial Intelligence is a branch of computer science that focuses on creating intelligent machines that can perform tasks that typically require human intelligence, such as understanding natural language, recognizing objects, and making decisions.
What are the different types of Artificial Intelligence? Answer: AI can be broadly divided into two categories: narrow or weak AI, which is designed to perform a specific task, and general or strong AI, which has the ability to perform any intellectual task that a human can.
What is the difference between narrow and general AI? Answer: Narrow AI is designed to perform a specific task, while general AI has the ability to perform any intellectual task that a human can.
What is the history of Artificial Intelligence? Answer: The idea of creating machines that can think and learn like humans has been around for centuries. However, it wasn't until the mid-20th century that the field of AI began to take shape.
What was the Dartmouth Conference? Answer: In 1956, a group of computer scientists held a conference at Dartmouth College in New Hampshire to discuss the possibility of creating intelligent machines. This conference is considered the birthplace of AI.
What are the potential applications of AI? Answer: AI has the potential to transform a wide range of industries, from healthcare and finance to manufacturing and transportation.
What are some examples of how AI is being used today? Answer: AI is being used to develop new drugs and treatments, detect fraud, optimize production processes, develop self-driving cars, and more.
What are some of the benefits of AI? Answer: AI has the potential to make our lives easier, more efficient, and more productive, by automating repetitive tasks, improving decision-making, and reducing errors.
What are some of the challenges associated with AI? Answer: Some of the challenges associated with AI include concerns about job displacement, ethical issues surrounding the use of AI, and the potential for bias in AI systems.
What is the future of AI? Answer: The future of AI is bright, with continued advances in computing power and the development of new algorithms. As AI continues to evolve and improve, it has the potential to transform a wide range of industries and make our lives easier and more efficient.
Basics of Artificial Intelligence
Artificial Intelligence is a branch of computer science that focuses on creating intelligent machines that can perform tasks that typically require human intelligence, such as understanding natural language, recognizing objects, and making decisions. AI can be broadly divided into two categories: narrow or weak AI, which is designed to perform a specific task, and general or strong AI, which has the ability to perform any intellectual task that a human can. Narrow AI is the most commonly used form of AI today. It is used in a wide range of applications, from virtual assistants like Siri and Alexa to self-driving cars. These systems are designed to perform a specific task, and they do so with great efficiency and accuracy. General AI, on the other hand, is still in the realm of science fiction. It is a hypothetical AI system that has the ability to understand and learn any intellectual task that a human can. While there has been some progress in this area, it is still a long way from being a reality.History of Artificial Intelligence
The idea of creating machines that can think and learn like humans have been around for centuries. The ancient Greek and Chinese philosophers wrote about the concept of creating artificial beings. However, it wasn't until the mid-20th century that the field of AI began to take shape. In 1956, a group of computer scientists held a conference at Dartmouth College in New Hampshire to discuss the possibility of creating intelligent machines. This conference is considered the birthplace of AI. Over the next few decades, researchers made significant progress in developing AI systems. However, progress was slow, and the field fell into a period of stagnation in the 1970s and 80s. In the 1990s, interest in AI was rekindled, thanks to advances in computing power and the development of new algorithms. Since then, the field has grown rapidly, and AI is now being used in a wide range of applications, from virtual assistants and chatbots to self-driving cars and drones.Potential Applications of Artificial Intelligence
AI has the potential to transform a wide range of industries, from healthcare and finance to manufacturing and transportation. Here are just a few examples of how AI is being used today:- Healthcare: AI is being used to develop new drugs and treatments, and to analyze medical images to aid in diagnosis.
- Finance: AI is being used to detect fraud, analyze financial data, and make investment decisions.
- Manufacturing: AI is being used to optimize production processes, improve product quality, and reduce costs.
- Transportation: AI is being used to develop self-driving cars and trucks, as well as to optimize transportation networks and logistics.