Curated Video
Can AI Improve Air Quality?
Air pollution is an increasingly pressing public health issue, but current monitoring methods fall short. Can AI help?
Curated Video
How Does AI Work?
It’s basically taken over our online lives, but how does AI work anyway?
Curated Video
From Tissue Engineering to Artificial Intelligence - How I Got Here | VLOG
How did I find myself working with AI when I started in Tissue Engineering?
Curated Video
Duplex, Nest Hub, and More! | Google I/O 2019
What’s new from Google this year? This week, I’m covering Google I/O 2019!
Curated Video
100 Years of Artificial Intelligence | 100 Years Challenge with KhAnubis!
As new as it might seem, people have been thinking about AI since the Middle Ages! Join me on a rapid-fire journey through the history of artificial intelligence from 1919-2019.
Zach Star
What I've been reading | STEM book recommendations
What I've been reading | STEM book recommendations
Zach Star
Today In Engineering (Episode 2) | Human Vs A.I. Drone Race, Laser Communication, and more...
This video of "Today In Engineering" includes: 1. Human Vs AI Drone Race 2. Nasa' Psyche Project 3. Near Perfect Streaming Algorithm 4. The Boring Company
Zach Star
Computer Science Vs Software Engineering | How to Pick the Right Major
The differences in computer science and software engineering can sometimes come down to what university you go to. In terms of their definition computer science is more math and theory based, while software engineering is more applied....
Vlogbrothers
Please Google, Take Me to Mars
In which Hank talks an awful lot about Mars..and then goes kinda crazy...
Curated Video
Predictive Analytics with TensorFlow 1.4: Vectors, Matrices, and Graphs
We will discuss vectors, metrics, and tensors, which are some fundamental topics for learning predictive analytics. • Understand vectors and matrices • Find transpose of matrix
Curated Video
Predictive Analytics with TensorFlow 4.2: From Disaster to Decision –Titanic Example Revisited
In this video, we will see how we could develop several predictive models for Titanic survival prediction and do some analytics using them. In particular, we will discuss logistic regression, random forest, and linear SVM. We start with...
Curated Video
Evaluate the accuracy of an artificial intelligence system : Pointers on Evaluating the Accuracy of Classification Modelling
From the section: Supervised Learning: Classification. In this section, the author talks about kNN- Classification, Naive Bayes Classification, SVM- Linear and Non-Linear Classification and also Gradient Boosting Machine (GBM)....
Curated Video
Predictive Analytics with TensorFlow 4.1: Supervised Learning for Predictive Analytics
In this video, we will see a type of machine learning process that is supervised learning. We will also see linear regression. We will use it for movie rating prediction. • See the spam filtering example • Use linear regression for movie...
Curated Video
Discuss the importance of data : Advantages and Disadvantages of Decision Trees
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python. Simple Classification Tree:...
Zach Star
Physics Vs Math - How to Pick the Right Major
This video is about physics vs math and how to know which major is right for you. You may have enjoyed them both in high school so of course you may want to major in one in college. The good news is that if you major in physics then you...
Curated Video
Create a machine learning model of a real-life process or object : Implementing a Simple Linear Regression Algorithm
From the section: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a good...
Curated Video
Describe the applications of artificial intelligence systems : Types and Applications of ML
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML. An Introduction to Machine Learning:...
Zach Star
Electrical Vs Computer Engineering Vs Computer Science - A Side by Side Comparison
In this video I give a side by side comparison of the college courses in electrical engineering, computer engineering, and computer science. Note that I really didn't 'count' some of the intro classes as "major classes" cause they are...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Linear Regression in Action
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....
Curated Video
Create a machine learning model of a real-life process or object : Getting Started with TensorFlow 2.0
From the section: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a good...
Curated Video
Describe the applications of artificial intelligence systems : Essential Math for ML and AI
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML. An Introduction to Machine Learning:...
Zach Star
A Look at Some Higher Level Math Classes: Getting a Math Minor
This video goes over some of the extra math classes you can take if you get a math minor. Some of these include... Graph Theory Vector Analysis Topology Numerical Analysis Real Analysis Complex Analysis Abstract Algebra Differential...
Curated Video
Discuss the importance of data : Classification tree in Python: Training
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python. Simple Classification Tree:...
Zach Star
The Physics Major (Part 2)
If you missed part 1: https://www.youtube.com/watch?v=5EYFlnI_0ew Instagram: https://www.instagram.com/zachstar/ Join Facebook Group: https://www.facebook.com/groups/majorprep/ This video goes over statistical mechanics and a few other...