Instructional Video28:27
Curated Video

Represent a 3-digit number up to 199 in different ways

Pre-K - Higher Ed
Pupil outcome: I can represent a 3-digit number up to 199. Key learning points: - Numbers can be written as digits. - Numbers can label a set of objects. - Numbers can label a position on a number line or scale.
Instructional Video7:24
Curated Video

Encouragement: Finding Joy and Support in Every Moment

K - 5th
In this video, Pong the panda shares his wisdom on encouragement and positivity. He emphasizes the importance of finding joy in everything we do and infecting others with optimism. Pong tells a heartwarming story of friendship and how...
Instructional Video6:07
Curated Video

Exploring Sichuan: Giant Pandas, Stone Buddha, and Spicy Hot Pot

6th - Higher Ed
Sichuan Province, China:"We will finish in Asia, where we will visit the Chinese province of Sichuan. There, we will walk along the pedestrian street Jinli and try some spicy soup. Finally, we will enjoy a 'beautiful experience' in the...
Instructional Video4:14
Curated Video

What Am I Unit 69

Pre-K - 3rd
Guess What I Am while developing basic English reading skills.
Instructional Video8:23
Curated Video

Deep Learning - Recurrent Neural Networks with TensorFlow - Text Classification with LSTMs

Higher Ed
In this video, we will work on text classification with LSTMs.
<
br/>
This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section, we...
Instructional Video17:22
Curated Video

Financial Analysis - Build a ChatGPT Pairs Trading Bot - How to Install NumPy, SciPy, Matplotlib, Pandas, IPython, Theano, and TensorFlow

Higher Ed
Learn to install the essential Python libraries for financial analysis, including NumPy, SciPy, Matplotlib, Pandas, IPython, Theano, and TensorFlow. This video will provide the necessary setup to use these popular Python libraries for...
Instructional Video12:14
Curated Video

Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Test

Higher Ed
In this video, we will conduct a pairs trading test to validate the performance and effectiveness of our strategy with ChatGPT into specific techniques and statistical tests to evaluate the performance of our pairs trading strategy...
Instructional Video15:29
Curated Video

Machine Learning: Random Forest with Python from Scratch - Categorical to Numeric Conversion

Higher Ed
In a machine, it understands values in the form of numbers. You will learn how to convert non-numeric data to numeric without changing the feature of the value.
<
br/>
This clip is from the chapter "Random Forest Step-by-Step" of...
Instructional Video4:28
Curated Video

Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (2)

Higher Ed
This is a continuation of the previous lesson, and here we will look at conditionally selecting values from a dataset.
<
br/>
This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest...
Instructional Video11:20
Curated Video

Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (1)

Higher Ed
This video introduces us to Pandas data structures and analysis tools, which help make data easy to handle and intuitive.
<
br/>
This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
Instructional Video12:28
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Final Solution Deployment Using Workflow and App Engine

Higher Ed
In this lab, we will deploy the final solution for fraud detection using Workflow and App Engine. By the end of this lab, you will have a better understanding of how to use Workflow and App Engine to deploy machine learning solutions...
Instructional Video10:35
Curated Video

Deep Learning - Crash Course 2023 - TensorFlow - Subclassing Methods

Higher Ed
In this video, you will learn about subclassing in TensorFlow, which allows us to create custom layers and models.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In...
Instructional Video12:44
Curated Video

Deep Learning - Crash Course 2023 - TensorFlow Advanced Tricks - Ways to Create Neural Networks

Higher Ed
In this video, we will explore advanced ways to create neural networks using TensorFlow.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn...
Instructional Video15:07
Curated Video

Deep Learning - Crash Course 2023 - Regression Problem

Higher Ed
In this video, you will learn how to solve a regression problem using the Boston housing dataset.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you...
Instructional Video13:03
Curated Video

Deep Learning - Crash Course 2023 - Implementing Multi-Class Classification Using Keras

Higher Ed
In this video, you will learn how to implement the multi-class classification model using Keras.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you...
Instructional Video5:48
Curated Video

Deep Learning - Crash Course 2023 - ReLU, SoftMax, and Cross Entropy

Higher Ed
In this video, you will learn about ReLU, SoftMax, and Cross Entropy.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to implement...
Instructional Video2:23
Curated Video

Deep Learning - Crash Course 2023 - Types of Problems

Higher Ed
In this video, we will have a look at different types of problems like multi-class classification and regression.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In...
Instructional Video4:00
Curated Video

Deep Learning - Crash Course 2023 - Keras Basics

Higher Ed
In this video, we will revisit the code and understand some Keras basics. Additionally, you will find a deep learning neural networks assignment in the code bundle.
<
br/>
This clip is from the chapter "Applying Deep Learning" of...
Instructional Video5:58
Curated Video

Deep Learning - Crash Course 2023 - Moving from Shallow Learning to Deep Learning

Higher Ed
In this video, we will be introduced to shallow learning.
<
br/>
This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to implement deep learning...
Instructional Video7:45
Curated Video

Deep Learning - Crash Course 2023 - Common Network Configuration

Higher Ed
In this video, we will look at the common network configuration that we will be using whenever performing the common deep learning task.
<
br/>
This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of...
Instructional Video18:37
Curated Video

Deep Learning - Crash Course 2023 - Various Activation Functions

Higher Ed
In this video, we will have an in-depth look at different activation functions provided in the TensorFlow library using Google Colab.
<
br/>
This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of...
Instructional Video1:52
Curated Video

Deep Learning - Crash Course 2023 - Activation Functions in Deep Learning Neural Networks - Introduction

Higher Ed
In this video, we will have a quick introduction to activation functions for deep learning neural networks.
<
br/>
This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of the series "Deep Learning -...
Instructional Video3:37
Curated Video

Deep Learning - Crash Course 2023 - Summary-2

Higher Ed
In this video, we will summarize the key concepts covered in the section and prepare for the next section of the course.
<
br/>
This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning - Crash...
Instructional Video4:19
Curated Video

Deep Learning - Crash Course 2023 - Training Evaluation

Higher Ed
In this video, we will evaluate the performance of the trained neural network using various performance metrics and techniques.
<
br/>
This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning -...