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 Video10:41
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.
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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 Video8:44
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Classification Notebook

Higher Ed
In this video, we will understand linear classification with the help of breast cancer dataset example.
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This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks...
Instructional Video5:56
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Jupyter Notebook - Tips and Tricks

Higher Ed
In this video, you will learn some useful tips and tricks of working in Jupyter Notebook.
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This clip is from the chapter "Optional Learning - Python Basics" of the series "Deep Learning - Computer Vision for Beginners Using...
Instructional Video7:19
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Installing Jupyter Notebook

Higher Ed
In this video, you will learn how to install Jupyter Notebook.
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This clip is from the chapter "Optional Learning - Python Basics" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, you...
Instructional Video8:07
Curated Video

Deep Learning - Computer Vision for Beginners Using PyTorch - Installing PyTorch

Higher Ed
In this video, you will learn how to install PyTorch using Google Colab ipynb.
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This clip is from the chapter "Diving into PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section,...
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 Video9:07
Curated Video

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

Higher Ed
In this video, we will work on data preparation 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 will...
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.
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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...
Instructional Video8:16
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Transfer Learning Code (Part 2)

Higher Ed
In this video, we will dive into action and look at codes for transfer learning without data augmentation.
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This clip is from the chapter "Transfer Learning for Computer Vision" of the series "Deep Learning - Convolutional...
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 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.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with...
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.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional...
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.
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This clip is from the chapter "Convolutional Neural Networks (CNNs)" of the series "Deep Learning - Convolutional Neural Networks with...
Instructional Video5:33
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 Video2:45
Curated Video

Social Media Automation using Python - Introduction and Installation

Higher Ed
In this video, you will learn to install and set up a software development kit called facebook-sdk 3.1.0. developed by the Python community, which is easy to use.
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This clip is from the chapter "Facebook Automation" of the...
Instructional Video2:06
Curated Video

Social Media Automation using Python - Installing and Importing

Higher Ed
In this video, you will learn how to install the schedule library or the schedule 1. 1.0 version of the package from Python, and after installing the package, you will learn how to import the library for our tasks.
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This clip...
Instructional Video2:45
Curated Video

Social Media Automation using Python - Introduction and Installing the Toolkit

Higher Ed
Let's understand how to install the WhatsApp toolkit and explore the settings and configurations to make WhatsApp secure and easier to use.
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This clip is from the chapter "WhatsApp Automation" of the series "Social Media...
Instructional Video4:53
Curated Video

Recommender Systems with Machine Learning - Item-Based Collaborative Filtering

Higher Ed
This video demonstrates item-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 of...
Instructional Video3:57
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Loading in Data

Higher Ed
In this video, you will learn how to load in data using Pandas.
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This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about...
Instructional Video3:56
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Line Chart

Higher Ed
In this video, you will learn about a line chart.<br<br/>/>

This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Matplotlib.
Instructional Video12:46
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Arrays Versus Lists

Higher Ed
In this video, we will be comparing NumPy array to Python list.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will...
Instructional Video3:33
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Course Resources

Higher Ed
In this video, we will guide to the course resources.
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This clip is from the chapter "Welcome and Logistics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".Welcome to the course! In this...