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Deep Learning With Transformers

Learn the state-of-art Transformers for NLP and how to implement them from scratch!
/5
3 students
Created by Fawaz Sammani

8.6

CourseMarks Score®

9.5

Freshness

N/A

Feedback

7.3

Content

Platform: Simpliv Learning
Price: $9.99
Video: 6h47m
Language: English
Next start: On Demand

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Detailed Analysis

CourseMarks Score®

8.6 / 10

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

Freshness Score

9.5 / 10
This course was last updated on 11/2020.

Course content can become outdated quite quickly.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

We analyzed factors such as the rating and the ratio between the number of reviews and the number of students, which is a great signal of student commitment. If a course does not yet have a rating, we exclude Feedback Score from the overall CourseMarks Score.

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

7.3 / 10
Video Score: 7.6 / 10
The course includes 6h47m 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 6 hours 15 minutes of 454 Machine Learning courses on Simpliv Learning.
Detail Score: 8.9 / 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 test.

Table of contents

Description

Learn the state-of-art Transformers for NLP and how to implement them from scratch!

Basic knowledge
Python and a Basic Knowledge about Neural Networks

Requirements

• Python and a Basic Knowledge about Neural Networks

You will learn

What will you learn
✓ In this course, we will cover the following in full detail:

✓ Course Outline
✓ Sequence Modelling
✓ RNNs and LSTMs
✓ Attention Mechanism
✓ How Attention Works
✓ Word Embeddings
✓ Visualizing and Measuring Word Embeddings
✓ Introduction to Transformers
✓ Input Embeddings
✓ Positional Encoding
✓ MultiHead Attention
✓ Concat and Linear
✓ Residual Learning
✓ Layer Normalization
✓ Feed Forward
✓ Masked MultiHead Attention
✓ MultiHead Attention in Decoder
✓ Cross Entropy Loss
✓ KL Divergence Loss
✓ Label Smoothing
✓ Dropout
✓ Learning Rate Warmup
✓ All concepts discussed above are visualized with diagrams to ease your understanding!

✓ After that, we will implement all what we’ve learned above to build a Chatbot in PyTorch!

This course is for

• Students in machine learning, deep learning, artificial intelligence, and data science
• Professionals in machine learning, deep learning, artificial intelligence, and data science
• Anyone interested in state-of-the-art natural language processing
• Featured review

How much does the Deep Learning With Transformers course cost? Is it worth it?

The course costs $9.99. And currently there is a 80% discount on the original price of the course, which was $49.99. So you save $40 if you enroll the course now.
The average price is $17.2 of 454 Machine Learning courses. So this course is -42% more expensive than the average Machine Learning course on Simpliv Learning.

Does the Deep Learning With Transformers course have a money back guarantee or refund policy?

YES, Deep Learning With Transformers has a 20-day money back guarantee. The 20-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 Deep Learning With Transformers course, but there is a $40 discount from the original price ($49.99). So the current price is just $9.99.

Who is the instructor? Is Fawaz Sammani a SCAM or a TRUSTED instructor?

Fawaz Sammani has created 1 courses that got 0 reviews which are generally positive. Fawaz Sammani has taught 3 students and received a average review out of 0 reviews. Depending on the information available, Fawaz Sammani is a TRUSTED instructor.

More info about the instructor, Fawaz Sammani

8.6

CourseMarks Score®

9.5

Freshness

N/A

Feedback

7.3

Content

Platform: Simpliv Learning
Price: $9.99
Video: 6h47m
Language: English
Next start: On Demand

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