Instructional Video7:23
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Code Preparation (Regression Theory)

Higher Ed
In this video, we will take a crash course in linear regression for TensorFlow 2.0.
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This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In...
Instructional Video8:51
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Preparation and Evaluation

Higher Ed
In this video, you will learn how to train our LeNet model.
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This clip is from the chapter "LeNet Architecture in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, you will...
Instructional Video11:26
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - LeNet Model in PyTorch

Higher Ed
In this video, you will learn how to implement the LeNet model in PyTorch.
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This clip is from the chapter "LeNet Architecture in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
Instructional Video6:11
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Writing a Custom NN Module

Higher Ed
In this video, you will learn how to write a custom NN (Neural Network) module.
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This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using...
Instructional Video4:27
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Writing a Deep Neural Network

Higher Ed
In this video, you will learn how to write a deep neural network.
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This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
Instructional Video8:11
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Building the First Neural Network

Higher Ed
In this video, you will learn how to build your first neural network.
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This clip is from the chapter "Creating Deep Neural Networks in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In...
Instructional Video3:31
Curated Video

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

Higher Ed
In this video, we will summarize what we have learnt in this section.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we...
Instructional Video13:13
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - (The Dangers of) Prophet for Stock Price Prediction

Higher Ed
In this video, we will work with Prophet for stock price prediction.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we...
Instructional Video10:21
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet: Multiplicative Seasonality, Outliers, Non-Daily Data

Higher Ed
In this video, we will work on multiplicative seasonality, outliers, and non-daily data with Prophet.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook...
Instructional Video4:22
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Changepoint Detection

Higher Ed
In this video, you will learn how to detect changepoint with Prophet.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we...
Instructional Video6:13
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Cross-Validation

Higher Ed
In this video, you will learn how to do cross-validation with Prophet.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section,...
Instructional Video10:27
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Holidays and Exogenous Regressors

Higher Ed
In this video, you will learn how to add holidays and exogenous regressors to our data.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
Instructional Video8:41
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet in Code: Fit, Forecast, Plot

Higher Ed
In this video, you will learn how to fit, forecast, and plot our data.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section,...
Instructional Video12:53
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Prophet: Code Preparation

Higher Ed
In this video, we will go through the code structure for Prophet.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we...
Instructional Video8:36
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - How Does Prophet Work?

Higher Ed
In this video, we will understand concepts behind Facebook Prophet and understand how it works.
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This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
Instructional Video7:49
Curated Video

Data Science - Time Series Forecasting with Facebook Prophet in Python - Walk-Forward Validation

Higher Ed
In this video, we will discuss the concept of walk-forward validation.
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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 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.
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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...
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.
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This clip is from the chapter "Time Series Basics" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In...
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.
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This clip is from the chapter "Welcome" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
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.<br<br/>/>

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.
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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...
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.<br<br/>/>

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.<br<br/>/>

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.<br<br/>/>

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.