Curated Video
Data Science - Time Series Forecasting with Facebook Prophet in Python - Walk-Forward Validation
In this video, we will discuss the concept of walk-forward validation. This clip is from the chapter "Time Series Basics" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will...
Curated Video
The Future of Transportation: Innovations to Revolutionize Travel
Explore the revolutionary advancements in transportation technology that are set to transform how we travel by 2030. Discover self-driving cars, elevated buses that reduce traffic congestion, supersonic trains, and the groundbreaking...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 2)
In this video, we will dive into action and look at codes for transfer learning without data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)
In this video, we will dive into action and look at codes for transfer learning with data augmentation. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Theory
In this video, we will get introduced to the concept of transfer learning. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs
In this video, we will move into action and work on text classification with CNNs. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results
In this video, you will learn how to improve CIFAR-10 results using data augmentation and batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural...
Curated Video
Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for Fashion MNIST
In this video, we will start with implementing CNN with the fashion MNIST dataset. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this...
Curated Video
Recommender Systems: An Applied Approach using Deep Learning - Deep Learning in Recommender Systems
In this video, we will explore deep learning concepts in recommender systems, migrating from machine learning to deep learning, and capturing non-linear to non-trivial relationships. This clip is from the chapter "Deep Learning...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Data Preparation
We will use the two datasets available for our project, the training QA and the testing QA. We will save them in our project folder and invoke them as needed. This clip is from the chapter "Advanced Chatbots with Deep Learning and...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Fundamentals of Chatbots for Deep Learning: Generative Versus Retrieval Chatbots
In this lecture, you will learn about a generative and retrieval chatbot and compare the differences between the two chatbots. This clip is from the chapter "Advanced Chatbots with Deep Learning and Python" of the series "Chatbots for...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Fundamentals of Chatbots for Deep Learning: Conventional Versus AI Chatbots
In this video, we will understand conventional and artificial intelligence-based chatbots and understand the differences between the two kinds. This clip is from the chapter "Advanced Chatbots with Deep Learning and Python" of the series...
Curated Video
Recommender Systems: An Applied Approach using Deep Learning - Random Train-Test Split
In this lesson, you will learn to perform the test train split, which will do the training split and then create a prediction; we will use a random dataset (80-20 ratio). This clip is from the chapter "Project Amazon Product...
Curated Video
Recommender Systems: An Applied Approach using Deep Learning - Download Libraries
In this video, you will learn to implement the Amazon recommender system using the TensorFlow recommender based on specific user behavior. You will learn to download and import particular libraries for the project. This clip is from the...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Model Completion
In this video, after training and testing the data, querying the questions, and obtaining responses, we are now at model completion with compiling the questions and responses to check for accuracy. This clip is from the chapter "Advanced...
Curated Video
Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Vectorizing Train and Test Data
After creating the vectorization function, we will input the stories, queries, and answers using the vectorize function that we created using the train data. This clip is from the chapter "Advanced Chatbots with Deep Learning and Python"...
Curated Video
Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Classification in Code
In this video, we will practice all that we have learnt in the previous video about classification. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Great Big Story
Triumph over tragedy, Andrew Lakeman's journey with horses
Discover how racehorse trainer Andrew Lakeman overcame paralysis to find new life in horse training.
Great Big Story
Women warriors, Tanya Smith's historical fencing journey
Meet Tanya Smith, pioneering the path for women in the competitive world of historical fencing.
Great Big Story
Mark Adam, Safeguarding Skies with Falconry at Falcon Environmental Services
Discover how Mark Adam uses ancient falconry techniques to prevent bird strikes at airports, enhancing flight safety.
Curated Video
Word Parts: Syllables
Mr. Griot explains how to identify number of syllables and vowel sounds in a word.
Curated Video
Pioneers
Dr. Forrester gives several reasons why immigrants to the United States may have wanted to become pioneers and move west. She then talks about caravans and the Conestoga wagon.
Great Big Story
Lifeguard heroes of the Seven Mile Miracle
Meet Tau Hannemann, a lifeguard at North Shore's Ehukai Beach Park, safeguarding surfers at the perilous Banzai Pipeline.
Science ABC
How Do Big Corks Fit into Tiny Wine Bottle Openings?
Before a cork is installed in a bottle, it is in cylindrical form with a diameter slightly less than the neck of the bottle. At that point, there’s no problem putting the cork inside, thanks to its ability to be easily compressed when an...