Instructional Video3:02
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Speed Test

Higher Ed
In this video, we will do a speed test to measure how much faster NumPy is than regular Python list in terms of the dot product.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy,...
Instructional Video7:11
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Dot Product

Higher Ed
In this video, we will discuss Dot Product in NumPy.
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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 dive into...
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 Video5:33
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - NumPy Section Introduction

Higher Ed
In this video, we will have a quick overview of NumPy.
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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 dive...
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...
Instructional Video12:26
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Classification?

Higher Ed
In this video, we will understand classification.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover...
Instructional Video7:45
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Plotting Images

Higher Ed
In this video, you will learn how to plot images.<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 Video11:09
Curated Video

I Read Fei-Fei Li's PhD Thesis | Dr. Fei-Fei Li, Stanford Professor, Co-Creator of ImageNet

Higher Ed
I Read Fei-Fei Li's PhD Thesis | Dr. Fei-Fei Li, Stanford Professor, Co-Creator of ImageNet
Instructional Video8:21
Curated Video

ImageNet and The Challenge of Building Large Datasets

Higher Ed
Turns out making large machine learning datasets is pretty hard. Let's look at how one has evolved over the years!
Instructional Video4:56
de Dicto

Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi: Building entire systems

Higher Ed
How do you go from identifying a single method to building an entire system?<br/>
Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi, Part 4
Instructional Video5:34
Curated Video

Predictive Analytics with TensorFlow 8.1: CNNs and the Drawbacks of Regular DNNs

Higher Ed
CNNs are a type of feedforward neural network in which the connectivity pattern between its neurons is based on the animal visual cortex. We will also see CNN architecture and convolution operations. • Look at CNNs and drawbacks of...
Instructional Video6:40
Curated Video

Deep Learning with Python (Video 10)

Higher Ed
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in...
Instructional Video10:19
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Improving our CNN's Topology and with Max Pooling

Higher Ed
From the section: Deep Learning and Tensorflow: Part 2. In this section, we’ll talk about what CNNs is, and how it works.<b<br/>r/>

Deep Learning and Tensorflow: Part 2: [Activity] Improving our CNN's Topology and with Max Pooling
Instructional Video6:43
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Edge Detection

Higher Ed
This video explains about edge detection.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video7:42
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Parametric Shape Detection

Higher Ed
This video explains about parametric shape detection.<br<br/>/>

This clip is from the chapter "Image Processing" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on image processing.
Instructional Video6:39
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Introduction to Object Detection

Higher Ed
This video provides an introduction to object detection.
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This clip is from the chapter "Object Detection" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the methods of...
Instructional Video8:05
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Filters Padding Strides

Higher Ed
This video explains about filters padding strides.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep...
Instructional Video5:41
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Extending to Multiple Layers Solution

Higher Ed
This is a solution video on extending to multiple layers.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient...
Instructional Video8:17
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Convolution Revisited

Higher Ed
This video talks about convolution revisited.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep...
Instructional Video7:24
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - LeNet

Higher Ed
This video explains the LeNet.<br<br/>/>

This clip is from the chapter "Classical CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on classical CNNs.
Instructional Video9:32
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - AlexNet

Higher Ed
This video explains about the AlexNet.<br<br/>/>

This clip is from the chapter "Classical CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on classical CNNs.
Instructional Video3:54
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Introduction - Convolutional Neural Networks (CNN)

Higher Ed
In this video, we will have a quick Introduction to the learning goals for this section.
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This clip is from the chapter "Convolutional Neural Networks (CNN)" of the series "Python for Deep Learning — Build Neural Networks in...
Instructional Video6:07
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - YOLO Algorithm

Higher Ed
This video explains the YOLO algorithm.<br<br/>/>

This clip is from the chapter "YOLO" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on YOLO (You Only Live Once).
Instructional Video7:03
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Why Convolution

Higher Ed
This video explains why we need convolution.
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This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep...