Say What?!
What is the first step in the Machine Learning Process?
The first step involves selecting an appropriate and accurate dataset.
What is A.I?
making computer based machines that think and act like humans.
Artificial Narrow Intelligence, Artificial General Intelligence, and Artificial Super Intelligence.
What is machine learning?
the process of automating and enhancing how computers learn from their experiences without human help.
A.I is advancing in these specific areas.
Healthcare, Education, Robotics, and Banking
What factors should be considered when choosing a Machine Learning Model? Name at least 3
Data size
Data quality
Data diversity
Results to be derived
Nature of the problem
Accuracy
Training time
Parameters
Data points
True or False: A.I is new concept that has just recently developed.
False
What is Artificial Narrow Intelligence (Weak A.I)?
Stage where machines can perform a specific task.
What is deep learning?
learning and improving on it's own by examining computer algorithms.
What is A.I used for in healthcare?
A.I is used to identify diseases, help healthcare service providers, better treatment, and lifestyle decisions.
Why is machine learning needed? We have data analysis that we can do.
Another crucial contribution of machine learning is how it can detect specific details that humans are unlikely to notice.
What are the Machine Learning Algorithms
Supervised
Unsupervised
What is Artificial General Intelligence?
True or False: Are Deep Learning and Machine Learning the Same?
False
What is A.I used for in education?
A.I is used to help teacher automate grading and organizing parent/guardian conversations.
How is A.I used in Siri?
Siri is able to have conversation with the user and give a personalized response using A.I.
Clustering is an example of what type of Machine Learning?
Unsupervised Learning
What is Artificial Super Intelligence?
Stage where machines surpass human intelligence.
What can machine learning be used for?
Machine learning can be used in email spam detection, medical diagnosis, etc.
What is A.I used for in robotics?
A.I-powered robots employ real time updates to detect obstructions in their path and instantaneously design their routes.
What is training the model?
the algorithm works on multiple optimization methods to learn how to predict results accurately. Over time, this process trains the algorithm to understand and improve the model too.
Why wasn't A.I able to develop until recently?
Artificial intelligence wasn't able to evolve because it demanded heavy computing power that we didn't have in the past.
Give one example of each of the three types of A.I.
Artificial Narrow Intelligence: Netflix, Siri, ChatBots, and facial recognition systems.
Artificial General Intelligence: IBM Watson's Super Computer and GPT3.
Artificial Super Intelligence: Space Exploration
What can deep learning be used for?
Deep learning can be used in facial recognition and speech recognition
What is A.I used for in banking?
A.I is used to provide advanced data analytics that is transforming banking by reducing fraud and enhancing compliance