Fun Robotics
Iris Flower Classification Model
Training a classification model to predict the class of an Iris flower.
The Business Professor
Do You Need a Business Degree - Learning
This Video Explains: Do You Need a Business Degree - Learning
The Business Professor
Employers Prefer Business Majors
This Video Explains Why Employers Prefer Business Majors
Two Minute Music Theory
Music and Mythology, Education, and Theory (Greece, Part 2) - Music In History
It's hard to separate the study of Greek music into different categories since they were all so interconnected...but we're going to try! Today's Episode features research and commentary from Dr. Emily Williams Burch, who joins me to talk...
Seven Dimensions
Developing Sales Capabilities
In this video, Sadhana, an experienced sales team leader, shares key strategies for developing the capabilities of salespeople. She emphasizes the importance of hiring the right individuals through behavioral interviews and testing....
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Logistic 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....
Institute for New Economic Thinking
Barry Eichengreen - Why Economics Needs History
What challenges will China have to surmount in order to make its currency a true international currency? To answer this question and others, Barry Eichengreen studies history. In the old days, he says, historians and theorists worked...
Curated Video
Predictive Analytics with TensorFlow 6.4: TF-IDF Model for Predictive analytics
TF-IDF measures how important a word is in a document or in a collection of documents. It is used extensively in informational retrieval and reflects the weight of the word in the document, frequency and the inverse document frequency. •...
APMonitor
Data Science 🐍 Classification
Classification predicts discrete labels (outcomes) such as yes/no, True/False, or any number of discrete levels such as a letter from text recognition, or a word from speech recognition. There are two main methods for training...
Curated Video
Evaluate a machine learning model : Evaluate Model Performance
From the section: Regression. In this section, you are going to learn about Regression. Regression: Evaluate Model Performance
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Evaluating Machine Learning Systems with Cross-Validation
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....
Global Ethics Solutions
The Stuff of Work: Ethics and Assets
Applying business ethics principles is the responsibility of every employee, regardless of their role in the company. When employees are given company-owned assets to use, they have a responsibility to make sure they handle them with...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Decision Trees and Random Forests
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....
Science360
Science of the Winter Olympics - Motion
The Olympics are a unique chance to marvel at the physical abilities of these world-class athletes. But what makes them unique? After all, they're made of the same flesh and blood as the rest of us--how did they become Olympians? Dan...
Fun Robotics
Diabetes Classification Model
Training and testing a classification model to predict the patient's diabetic status.
APMonitor
SVM Texture Classification
Use the texture classifier to distinguish between sand, seed, and stone and then add an additional texture to the classification (your choice). The script uses a Local Binary Pattern (LBP) to create the features and a Support Vector...
Mediacorp
The Agony and Ecstasy of Former Chinese Athletes
This video tells the stories of two former athletes in China who faced setbacks in their sporting careers but found new paths in life. Despite their dreams of becoming Olympic-level athletes being cut short by injuries, they have shown...
National Institute of Standards and Technology
Heroes of American Manufacturing ACR Electronics
ACR Electronics, a client of FloridaMakes (the MEP Center in Florida and part of the MEP National Network is the leading development center for emergency beacons that are designed with one purpose: to save lives. Through their combined...
Curated Video
Predictive Analytics with TensorFlow 7.1: Deep Learning for Better Predictive Analytics
DL is a branch of ML based on a set of algorithms that attempt to model high-level abstractions in data. In this video, we will see artificial neural networks and deep neural networks. We will also see deep neural networks architecture....
Curated Video
Predictive Analytics with TensorFlow 7.3:Using Multilayer Perceptrons for Predictive Analytics
For this video, we will be using bank marketing datasets. The data is related to direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. We will do predictive analytics using...
Seven Dimensions
Coaching for Skill Development and Peak Performance
In this video, the speaker discusses the importance of coaching in building skills and maximizing performance. They emphasize the need to not only focus on overcoming weaknesses but also on enhancing strengths.
TLDR News
Labour’s Manifesto Quickly Summarised (2019 Election) - TLDR News
On Thursday the Labour party announced their new manifesto, full of their promises to the electorate. We read all of this over 100-page document and compressed it into less than 10 minutes to make understanding their policies easier!
Curated Video
Ensemble Machine Learning Techniques 2.1: Problems that Ensemble Learning Solves
This video talks about the advantages of using ensemble learning. • Define what is Bias, variance • Define what is Bias-Variance tradeoff • Look at the Advantage of using ensemble learning
Seven Dimensions
Building a Respectful Workplace
This video emphasizes the importance of building a respectful workplace and explains the three levels of respect: respecting rights, respecting differences, and respecting competence. It also discusses the characteristics and benefits of...