Instructional Video8:54
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - The Naive Forecast and the Importance of Baselines

Higher Ed
In this video, we will discuss baselines and naïve forecast. 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 talk about...
Instructional Video6:27
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Time Series Basics Section Introduction

Higher Ed
In this video, we will get introduced to time series and understand some basics. 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,...
Instructional Video3:23
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Introduction

Higher Ed
In this video, we will introduce Facebook Prophet and understand the course learning objective. This clip is from the chapter "Welcome" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".Welcome to the...
Instructional Video11:24
Curated Video

Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island - Pedometer Manager

Higher Ed
This video explains the pedometer manager. This clip is from the chapter "iOS 16 Lock Screen Widget" of the series "Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island".This section explains the lock screen widget.
Instructional Video9:25
Curated Video

Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island - Stocks App Introduction and Model

Higher Ed
This video explains a stock app widget. This clip is from the chapter "Custom Configuration Widget" of the series "Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island".This section explains the custom configuration widget.
Instructional Video8:49
Curated Video

Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island - Exchange Rate Model

Higher Ed
This video explains the exchange rate model. This clip is from the chapter "Deep Links in Widgets" of the series "Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island".This section explains deep links in widgets.
Instructional Video1:19
Curated Video

Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island - Pedometer App Folder

Higher Ed
This video explains the pedometer app folder. This clip is from the chapter "iOS 16 Lock Screen Widget" of the series "Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island".This section explains the lock screen widget.
Instructional Video6:49
Curated Video

Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island - Country Model

Higher Ed
This video explains the country model. This clip is from the chapter "Deep Links in Widgets" of the series "Mastering WidgetKit in SwiftUI 4, iOS 16 with Dynamic Island".This section explains deep links in widgets.
Instructional Video5:57
Curated Video

CompTIA A+ Certification Core 1 (220-1101) - CPU Generations and Architecture

Higher Ed
By now you are probably wondering what that alphabet soup of letters and numbers alongside a CPU name means. Understanding the nomenclature of CPU models will ensure that you fully understand how they work. In this video, we are going to...
Instructional Video10:51
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 1)

Higher Ed
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...
Instructional Video8:15
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Theory

Higher Ed
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...
Instructional Video6:14
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Text Classification with CNNs

Higher Ed
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...
Instructional Video10:25
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Improving CIFAR-10 Results

Higher Ed
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...
Instructional Video8:55
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Data Augmentation

Higher Ed
In this video, you will learn about data augmentation. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
Instructional Video6:50
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for Fashion MNIST

Higher Ed
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...
Instructional Video15:16
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN Code Preparation

Higher Ed
In this video, we will look at the code preparation we will use for CNN and understand it. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video4:54
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - 2 Approaches to Transfer Learning

Higher Ed
In this video, we will discuss the two approaches used for transfer learning, which we will use in the next videos. This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
Instructional Video5:16
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Batch Normalization

Higher Ed
In this video, you will learn about batch normalization. This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, we will cover a...
Instructional Video1:41
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Project Overview

Higher Ed
This video outlines the project and will demonstrate how to install the packages required for the project, data preparation, using TensorFlow, evaluation, and recommendation. This clip is from the chapter "Project Amazon Product...
Instructional Video5:15
Curated Video

Recommender Systems with Machine Learning - KNN Implementation-2

Higher Ed
This video explains the implementation of KNN. This clip is from the chapter "Project 2: Movie Recommendation System Using Collaborative Filtering" of the series "Recommender Systems with Machine Learning".null
Instructional Video9:05
Curated Video

Recommender Systems with Machine Learning - KNN Implementation-1

Higher Ed
This video explains how to implement KNN. This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on the use of machine learning for the...
Instructional Video6:53
Curated Video

Recommender Systems with Machine Learning - Data Partitioning

Higher Ed
This video explains data partitioning. This clip is from the chapter "Basic of Recommender Systems" of the series "Recommender Systems with Machine Learning".This section focuses on the basics of recommender systems.
Instructional Video5:23
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Importing Libraries

Higher Ed
This video demonstrates how to import step by step the four main libraries required for our project, including TensorFlow NumPy, Keras, and Pickle, and you will learn about importing Sequential and Model. This clip is from the chapter...
Instructional Video1:59
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Steps Involved

Higher Ed
In this lesson, you will learn about the various steps involved in developing chatbots based on deep learning techniques. We will install the required packages, define chat models and tokenization, and set up the encoder-decoder model....