Instructional Video10:32
Curated Video

Practical Data Science using Python - Regression Problems

Higher Ed
This video explains regression problems. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Weighted Sums

Higher Ed
In this video, you will learn about weighted sums. 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 deep learning.
Instructional Video4:24
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Vanishing Gradient Problem

Higher Ed
In this video, we will talk about the vanishing gradient problem. 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...
Instructional Video3:22
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Use of Derivatives

Higher Ed
In this video, we will discuss the uses of derivatives. 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 deep learning.
Instructional Video5:19
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Underfitting vs Overfitting

Higher Ed
In this video, we will understand two different types of optimizations, which are underfitting and overfitting. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using...
Instructional Video1:55
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Theory of Perceptron

Higher Ed
In this video, we will discuss about the theory of perceptron. 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 Video3:28
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Testing (NN Implementation)

Higher Ed
In this video, you will learn how to test our neural network. 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 deep...
Instructional Video5:04
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Splitting the Data (NN Implementation)

Higher Ed
In this video, you will learn how to implement splitting the data in our neural network. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we...
Instructional Video1:10
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Solution to Problem

Higher Ed
In this video, we will discuss on a possible solution to the problem. 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...
Instructional Video6:06
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Solution and Regularization

Higher Ed
In this video, we will look at the possible solution to our quiz question, using regularization. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this...
Instructional Video1:04
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigmoid Function Implementation

Higher Ed
In this video, you will learn how to implement the Sigmoid function in our code. 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...
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigmoid Function

Higher Ed
In this video, you will learn about the Sigmoid function. 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 of...
Instructional Video2:29
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Sigma Prime

Higher Ed
In this video, you will learn about Sigma Prime. 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 deep learning.
Instructional Video4:36
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Random Restart Solution

Higher Ed
In this video, we will apply random restart as a possible solution to our local minima problem. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section,...
Instructional Video1:05
Curated Video

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

Higher Ed
Quiz time! Let us know which equation will classify the points. 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...
Instructional Video2:39
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Problem with Linear Solutions

Higher Ed
In this video, we will understand the problem with linear solutions. 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...
Instructional Video1:53
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Problem to Solve Part 3

Higher Ed
In this video, we will discuss a possible solution to our problem. 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 Video2:34
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Problem to Solve Part 2

Higher Ed
In this video, we will continue with the hiring problem. 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 of...
Instructional Video2:01
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Problem to Solve Part 1

Higher Ed
In this video, we will look at a hiring problem. 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 of deep...
Instructional Video3:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Problem of Negative Scores

Higher Ed
In this video, we will work on the problem of negative scores. 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 Video3:50
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 2

Higher Ed
In this video, we will work on our perceptron training. 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 of...
Instructional Video1:47
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 1

Higher Ed
In this video, we will cover an example to understand perceptron training. 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...
Instructional Video1:09
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Algorithm

Higher Ed
In this video, we will understand how the perceptron algorithm works. 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...
Instructional Video2:17
Curated Video

Deep Learning - Deep Neural Network for Beginners Using Python - Output Function Implementation

Higher Ed
In this video, you will learn how to implement output function in our code. 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...