Instructional Video8:40
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - ANN for Image Classification

Higher Ed
In this video, we will work on image classification with the MNIST dataset. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this...
Instructional Video8:45
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Multiclass Classification

Higher Ed
In this video, you will learn about multiclass classification. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will...
Instructional Video6:03
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Artificial Neural Networks Section Introduction

Higher Ed
In this video, we will get introduced to artificial neural networks. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we...
Instructional Video4:32
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Saving and Loading a Model

Higher Ed
In this video, you will learn how to save a model and then load it later. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will...
Instructional Video6:50
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Making Predictions

Higher Ed
In this video, we will be talking about another important part of creating a model, which is making predictions. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with...
Instructional Video10:58
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - How Does a Model "Learn"?

Higher Ed
In this video, we will understand how a model "learns". This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover a crash course...
Instructional Video10:06
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - The Neuron

Higher Ed
In this video, we will understand the neuron. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover a crash course on...
Instructional Video10:41
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Regression Notebook

Higher Ed
In this video, we will understand linear regression by proving the Mosse law true. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section,...
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. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section,...
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. 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 learn how to...
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. 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...
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. 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 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. 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 section, we...
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. 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 section,...
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. 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 will...
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. 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 will explore...
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. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in...
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. 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 will...
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. 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 will...
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. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this...
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. 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 will...
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. 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 will explore...
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. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".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. 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...