Instructional Video4:45
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Gradient Descent Versus Perceptron

Higher Ed
In this video, we will understand the difference between gradient descent and perceptron.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this...
Instructional Video12:26
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 4

Higher Ed
In this part, we will work on predict, accuracy, and neural network functions.
<
br/>
This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last section,...
Instructional Video13:05
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 3

Higher Ed
In this part, we will work on the sigmoid, backpropagation, and train functions.
<
br/>
This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last...
Instructional Video13:23
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 2

Higher Ed
In this part, we will work on the initialization functions and the feedforward.
<
br/>
This clip is from the chapter "Final Project" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this last...
Instructional Video5:04
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Feed Forward for DEEP Net

Higher Ed
In this video, you will learn about Feed Forward for DEEP Net.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper...
Instructional Video4:01
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Early Stopping

Higher Ed
In this video, we will look at a possible solution, which is early stopping.
<
br/>
This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we...
Instructional Video3:07
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Dropout

Higher Ed
In this video, we will understand what Dropout is.
<
br/>
This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover optimizations of a...
Instructional Video4:20
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Cross Entropy Implementation

Higher Ed
In this video, you will learn how to implement cross entropy in our code.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section,...
Instructional Video7:46
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Cross Entropy Formulation

Higher Ed
In this video, we will understand the relation between cross entropy, error, and probability.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using...
Instructional Video4:14
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Cross Entropy

Higher Ed
In this video, we will talk about cross entropy.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover the basics...
Instructional Video2:40
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Course Promo

Higher Ed
Welcome to the course. This is a quick introduction video to the course.
<
br/>
This clip is from the chapter "Introduction" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".Welcome to the course. In...
Instructional Video2:39
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Convex Functions

Higher Ed
In this video, we will discuss about convex functions.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into...
Instructional Video2:16
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Combining Probabilities

Higher Ed
In this video, we will work on non-linear boundaries and learn how to combine probabilities.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this...
Instructional Video4:02
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Coding Perceptron Algo (Visualizing the Results)

Higher Ed
In this video, we will work on the perceptron algorithm and learn how to code for visualizing the results.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for...
Instructional Video6:50
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Coding Perceptron Algo (Training Perceptron)

Higher Ed
In this video, we will work on the perceptron algorithm and learn how to code for training perceptron.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners...
Instructional Video7:31
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Coding Perceptron Algo (Perceptron Step)

Higher Ed
In this video, we will work on the perceptron algorithm and learn how to code for perceptron step.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using...
Instructional Video6:00
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Coding Perceptron Algo (Data Reading and Visualization)

Higher Ed
In this video, we will work on the perceptron algorithm and learn how to code for data reading and visualization.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for...
Instructional Video6:00
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Chain Rule for Backpropagation

Higher Ed
In this video, you will learn about the chain rule for backpropagation.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will...
Instructional Video7:58
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Basics of Feed Forward

Higher Ed
In this video, you will learn about the basics of Feed Forward.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper...
Instructional Video6:43
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Basics of Backpropagation

Higher Ed
In this video, you will learn about basics of backpropagation.
<
br/>
This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper...
Instructional Video3:55
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - 3D Feature Space

Higher Ed
In this video, we will discuss about 3D feature space.
<
br/>
This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover the...
Instructional Video10:01
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Text Features

Higher Ed
In this video, we will cover text features.
<
br/>
This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory and Projects)...
Instructional Video19:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Data Preparation and Preprocessing: One Hot Encoding

Higher Ed
In this video, we will cover one hot encoding.
<
br/>
This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video6:47
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Data Structure (List, Tuple, Set, Dictionary): Introduction to Data Structure

Higher Ed
In this video, we will cover introduction to data structure.
<
br/>
This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and...