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Artificial Intelligence II – Hands-On Neural Networks (Java)

Hopfield networks, neural networks, gradient descent and backpropagation algorithms explained step by step
4.4
4.4/5
(449 reviews)
4,788 students
Created by

8.5

CourseMarks Score®

9.1

Freshness

8.4

Feedback

7.5

Content

Platform: Udemy
Price: $14.99
Video: 4h 54m
Language: English
Next start: On Demand

Top Artificial Intelligence courses:

Detailed Analysis

CourseMarks Score®

8.5 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

9.1 / 10
This course was last updated on 9/2020.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

8.4 / 10
We analyzed factors such as the rating (4.4/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

7.5 / 10
Video Score: 8.3 / 10
The course includes 4h 54m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
The average video length is 5 hours 31 minutes of 172 Artificial Intelligence courses on Udemy.
Detail Score: 8.6 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 5.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

0 article.
0 resource.
0 exercise.
0 tests or quizzes.

Table of contents

Description

This course is about artificial neural networks. Artificial intelligence and machine learning are getting more and more popular nowadays. In the beginning, other techniques such as Support Vector Machines outperformed neural networks, but in the 21th century neural networks again gain popularity. In spite of the slow training procedure, neural networks can be very powerful. Applications ranges from regression problems to optical character recognition and face detection.
Section 1:
•what are neural networks
•modeling the human brain
•the big picture
Section 2:
•Hopfield neural networks
•how to construct an autoassociative memory with neural networks
Section 3:
•what is back-propagation
•feedforward neural networks
•optimizing the cost function
•error calculation
•backpropagation and gradient descent
Section 4:
•the single perceptron model
•solving linear classification problems
•logical operators (AND and XOR operation)
Section 5:
•applications of neural networks
•clustering
•classification (Iris-dataset)
•optical character recognition (OCR)
•smile-detector application from scratch
In the first part of the course you will learn about the theoretical background of neural networks, later you will learn how to implement them.
If you are keen on learning methods, let’s get started!

You will learn

✓ Basics of neural networks
✓ Hopfield networks
✓ Concrete implementation of neural networks
✓ Backpropagation
✓ Optical character recognition

Requirements

• Basic Java

This course is for

• This course is recommended for students who are interested in artificial intelligence focusing on neural networks

How much does the Artificial Intelligence II - Hands-On Neural Networks (Java) course cost? Is it worth it?

The course costs $14.99. And currently there is a 83% discount on the original price of the course, which was $89.99. So you save $75 if you enroll the course now.
The average price is $14.7 of 172 Artificial Intelligence courses. So this course is 18% cheaper than the average Artificial Intelligence course on Udemy.

Does the Artificial Intelligence II - Hands-On Neural Networks (Java) course have a money back guarantee or refund policy?

YES, Artificial Intelligence II – Hands-On Neural Networks (Java) has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Artificial Intelligence II - Hands-On Neural Networks (Java) course, but there is a $75 discount from the original price ($89.99). So the current price is just $14.99.

Who is the instructor? Is Holczer Balazs a SCAM or a TRUSTED instructor?

Holczer Balazs has created 31 courses that got 25,038 reviews which are generally positive. Holczer Balazs has taught 202,001 students and received a 4.5 average review out of 25,038 reviews. Depending on the information available, Holczer Balazs is a TRUSTED instructor.
Software Engineer
Hi! 

My name is Balazs Holczer. I am from Budapest, Hungary. I am qualified as a physicist. At the moment I am working as a simulation engineer at a multinational company. I have been interested in algorithms and data structures and its implementations especially in Java since university. Later on I got acquainted with machine learning techniques, artificial intelligence, numerical methods and recipes such as solving differential equations, linear algebra, interpolation and extrapolation. These things may prove to be very very important in several fields: software engineering, research and development or investment banking. I have a special addiction to quantitative models such as the Black-Scholes model, or the Merton-model.

Take a look at my website if you are interested in these topics!

8.5

CourseMarks Score®

9.1

Freshness

8.4

Feedback

7.5

Content

Platform: Udemy
Price: $14.99
Video: 4h 54m
Language: English
Next start: On Demand

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