Instructional Video19:43
Curated Video

Evaluate a machine learning model : Evaluate Model Performance

Higher Ed
From the section: Regression. In this section, you are going to learn about Regression.<b<br/>r/>

Regression: Evaluate Model Performance
Instructional Video10:09
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Evaluating Machine Learning Systems with Cross-Validation

Higher Ed
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...
Instructional Video5:09
Global Ethics Solutions

The Stuff of Work: Ethics and Assets

Higher Ed
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...
Instructional Video8:59
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Decision Trees and Random Forests

Higher Ed
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...
Instructional Video5:40
Science360

Science of the Winter Olympics - Motion

12th - Higher Ed
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...
Instructional Video17:51
Fun Robotics

Diabetes Classification Model

3rd - 12th
Training and testing a classification model to predict the patient's diabetic status.
Instructional Video16:23
APMonitor

SVM Texture Classification

10th - Higher Ed
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...
Instructional Video7:23
Mediacorp

The Agony and Ecstasy of Former Chinese Athletes

12th - Higher Ed
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...
Instructional Video3:13
National Institute of Standards and Technology

Heroes of American Manufacturing ACR Electronics

9th - 12th
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...
Instructional Video10:23
Curated Video

Predictive Analytics with TensorFlow 7.1: Deep Learning for Better Predictive Analytics

Higher Ed
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....
Instructional Video11:50
Curated Video

Predictive Analytics with TensorFlow 7.3:Using Multilayer Perceptrons for Predictive Analytics

Higher Ed
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...
Instructional Video2:50
Seven Dimensions

Coaching for Skill Development and Peak Performance

Higher Ed
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.
Instructional Video9:24
TLDR News

Labour’s Manifesto Quickly Summarised (2019 Election) - TLDR News

12th - Higher Ed
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!
Instructional Video2:56
Curated Video

Ensemble Machine Learning Techniques 2.1: Problems that Ensemble Learning Solves

Higher Ed
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
Instructional Video13:02
Seven Dimensions

Building a Respectful Workplace

Higher Ed
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...
Instructional Video5:25
Curated Video

Customer Service as a Critical Part of Marketing

Higher Ed
Marketing part 3/3: The video discusses the importance of customer service in marketing and how it can help businesses grow. The speaker emphasizes the need for companies to focus on satisfying customer needs and building trust with...
Instructional Video21:52
APMonitor

Data Science 🐍 Prepare Data

10th - Higher Ed
Much of data science and machine learning work is getting clean data into the correct form. This may include data cleansing to remove outliers or bad information, scaling for machine learning algorithms, splitting into...
Instructional Video11:37
Curated Video

Predictive Analytics with TensorFlow 6.3: Using BOW for Predictive Analytics

Higher Ed
In this video, we will see how to perform a bit more complex predictive analytics using the bag-of-words concept of NLP with TensorFlow. At first, we will formalize the problem, and then will explore the dataset that will be used....
Instructional Video3:33
Science360

RESEARCHERS GAUGE IMPACT OF 'MAKER' JOB OPPORTUNITIES FOR UNDERSERVED TEENS

12th - Higher Ed
Real-world problem-solving through "making" is a new and popular way to engage youth in Science, Technology, Engineering and Mathematics education, frequently in after-school programs. Unfortunately, not all youth are able to participate...
Instructional Video6:50
Curated Video

Deep Learning with Python (Video 17)

Higher Ed
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in...
Instructional Video2:47
Curated Video

Civil War Hospitals

9th - Higher Ed
The medical hospitals established during the American Civil War helped save thousands of lives – and change how the US military cares for troops to this day.
Instructional Video10:32
Planet PE

The Effects of Exercise GCSE PE Paper 1 topic

9th - 12th
In this video I take you through the different effects of exercise. You need to understand we have : Immediate Short Term Long Term Effects
Instructional Video10:02
Curated Video

Predictive Analytics with TensorFlow 11.2: Developing a Multiarmed Bandit's Predictive Model

Higher Ed
One of the simplest RL problems is called n-armed bandits. The thing is there are n-many slot machines but each has different fixed payout probability. The goal is to maximize the profit by always choosing the machine with the best...
Instructional Video5:11
Curated Video

Predictive Analytics with TensorFlow 10.3: Improved Factorization Machines for Predictive Analytics

Higher Ed
In this video, we will see Neural factorization machines is used to for making predictions under sparse settings by seamlessly combining the linearity of FM and the non-linearity of the neural network. • Understand neural factorization...