Instructional Video11:08
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - ANN for Regression

Higher Ed
In this video, we will understand regression in ANN.
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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 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".
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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 this section, we will cover a...
Instructional Video6:21
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Working with Null Values

Higher Ed
In this video, you will learn how to work with null values.
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This clip is from the chapter "Optional Learning - Python for Data Science - with Pandas" of the series "Deep Learning - Computer Vision for Beginners Using...
Instructional Video10:53
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Data Loading - CIFAR10

Higher Ed
In this video, you will learn how to load our CIFAR10 dataset in PyTorch.
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This clip is from the chapter "CNN in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, you will...
Instructional Video2:56
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Course Introduction

Higher Ed
In this video, we will have a quick course introduction.
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This clip is from the chapter "Welcome Aboard" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".Welcome to the course! This is a quick...
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 Video5:45
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Outline

Higher Ed
In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course.
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This clip is from the chapter "Welcome" of the series...
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.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural...
Instructional Video7:06
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Large Datasets and Data Generators

Higher Ed
In this video, you will learn how to work with large image datasets in TensorFlow and Keras with data generators.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning -...
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.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In...
Instructional Video13:21
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Code Preparation (NLP)

Higher Ed
In this video, we will look at the code preparation we will use for NLP and understand it.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video12:51
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Embeddings

Higher Ed
In this video, we will understand the text as sequence data.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, you...
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.
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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.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning -...
Instructional Video5:33
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Text Preprocessing

Higher Ed
In this video, we will move into action and understand how to do text preprocessing using Colab notebook.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural...
Instructional Video4:31
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - CNN for CIFAR-10

Higher Ed
In this video, we will work on image classification with the CIFAR-10 dataset.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video5:10
Curated Video

Recommender Systems with Machine Learning - Count

Higher Ed
This video explains the count function.<br<br/>/>

This clip is from the chapter "Project 2: Movie Recommendation System Using Collaborative Filtering" of the series "Recommender Systems with Machine Learning".null
Instructional Video5:32
Curated Video

Recommender Systems with Machine Learning - Dataset Discussion

Higher Ed
This video involves a deep understanding of the dataset to be explored for this module.
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This clip is from the chapter "Project 2: Movie Recommendation System Using Collaborative Filtering" of the series "Recommender Systems...
Instructional Video7:07
Curated Video

Recommender Systems with Machine Learning - Exploring Genres

Higher Ed
This video helps you with exploring genres from the dataset.
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This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This...
Instructional Video5:08
Curated Video

Recommender Systems with Machine Learning - Missing Values

Higher Ed
This video explains how to churn out the missing values from the dataset.
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This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine...
Instructional Video4:52
Curated Video

Recommender Systems with Machine Learning - Dataset Usage

Higher Ed
This video explains how to use the dataset to your advantage.
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This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender Systems with Machine Learning".This...
Instructional Video2:41
Curated Video

Recommender Systems with Machine Learning - User-Based Collaborative Filtering

Higher Ed
This video helps you with user-based collaborative filtering.
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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...
Instructional Video16:55
Curated Video

Recommender Systems with Machine Learning - Collaborative Filtering Using KNN

Higher Ed
This video helps you with collaborative filtering using KNN.
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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...
Instructional Video13:01
Curated Video

Recommender Systems with Machine Learning - Item-Based Filtering Data Preparation

Higher Ed
This video explains and demonstrates item-based filtering data preparation.
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This clip is from the chapter "Machine Learning for Recommender System" of the series "Recommender Systems with Machine Learning".This section...