AI Level 2: Machine Learning
Machine learning knowledge is impressive on any resume! Expanding on our Intro to AI course, we’ll introduce image classification and concepts like neural networks. Students apply their knowledge to real data sets and draw poignant conclusions.
- Private 1:1
- Format
- Age 14-18
- Learners
- Weekly
- Classes
- 50 minutes
- Per class
About this Course
Building on skills learned in AI Level 1, Level 2 immerses students in highly practical topics like regression, neural networks, and clustering algorithms. With the help of one of our expert Juni Instructors, your student will use these topics to build exciting projects like an image classifier, a life expectancy predictor, and much more.
Billing
Billed as
$275 / month
Scheduling
1:1 classes are 50 minutes long and can be scheduled anytime Monday-Sunday from 7am to 7pm PT. To begin, select Book your Placement Class to signup. Our team will then match you and set up your first class!
- Course duration4-6 months
- Lesson50 minutes
Learning Targets
General Machine Learning
I understand what machine learning is and how it relates to AI.
I know the four main types of AI.
I understand the difference between classification and regression.
I know the terminology used to describe classification.
I know the terminology used to describe regression.
I know the difference between training and testing data.
I can understand and explain the results I get from a machine learning algorithm.
I understand what overfitting is and how to avoid it.
I understand how to extend machine learning to images, as well as text.
K-Means Clustering
I know what clustering is, and terminology used to describe it.
I understand and can implement the K-Means Clustering algorithm in Python.
K-Nearest Neighbors
I understand and can implement the K-Nearest Neighbors algorithm in Python.
Naive Bayes
I understand and can implement the Naive Bayes Classification algorithm in Python.
Neural Networks
I understand what a Neural Network is in machine learning.
I understand the role of a neuron in a Neural Network.
I can create a neuron in Python.
I can create a neural network in Python.
I can understand the terminology used to talk about Neural Networks.
I understand how to use Neural Networks with both classification and regression.
Linear and Polynomial Regression
I understand and can implement linear regression in Python.
I understand and can implement polynomial regression in Python.
Homework
Instructors will assign students roughly 60 minutes of project related homework at the end of each session. Homework is designed to complement the class experience and ensure the student continues to gain practical experience outside of the session.
Pre-Requisites
Completion of AI Level 1
Building on skills learned in AI Level 1, Level 2 immerses students in highly practical topics like regression, neural networks, and clustering algorithms. With the help of one of our expert Juni Instructors, your student will use these topics to build exciting projects like an image classifier, a life expectancy predictor, and much more.
Who are Juni’s Instructors?
Our instructors are subject matter experts from top US universities. Instructors are highly-vetted and background checked prior to joining and undergo extensive training before ever teaching on our platform.
Upon signing up, parents are asked a series of questions that allow us to match your child with an optimal instructor based on their unique needs and interests. Factors that are considered in our matching process include Learning Style, Personality, Personal Experience, and Academic & Career Aspiration.
Real Reviews from Real Parents
4.9 out of 5
Ray
My 3 sons ages, 10 1/2, 9 and 7 started using Juni in early June 2020 and absolutely love it. The instructors are college age kids and they relate to my boys very well. My oldest is doing both the coding and math tracks and I feel like he will be way ahead of his 5th grade class come the fall. Once the other two are old enough I will certainly be enrolling them in math as well.
Tarun Mehta
Juni has been amazing for my daughter. She is a reluctant learner when it comes to Computer Languages, but the Juni instructors have been engaging to her at a level where she feels comfortable with them and they manner in which they present the curriculum. They understood my ask that I Wanted her to start liking computer languages, and they are presenting the information in a way that is fun and relatable. I am very happy with my Juni experience and my daughter's journey with Juni so far!
Pooja
I have two boys taking classes and the Juni takes the time to match the right instructor for my children. They are patient and very consistent in their teaching. The boys are thoroughly enjoying their class and love accomplishing and learning new things!