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Deep Learning With Apache Spark

The tutorial begins by explaining the fundamentals of Apache Spark and deep learning.
/5
Created by Packt Publishing

8.7

CourseMarks Score®

9.5

Freshness

N/A

Feedback

7.5

Content

Platform: Simpliv Learning
Price: $149.99
Video: 1h40m
Language: English
Next start: On Demand

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Detailed Analysis

CourseMarks Score®

8.7 / 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Course content can become outdated quite quickly.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

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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: 7.5 / 10
The course includes 1h40m 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: 9.6 / 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 test.

Table of contents

Description

Develop fast, efficient distributed deep learning models with Apache Spark.

Deep Learning is a subset of Machine Learning whereby datasets with several layers of complexity can be processed efficiently. This tutorial brings together two of the most popular buzzwords of today-big data and Artificial Intelligence-by showing you how you can implement Deep Learning solutions using the power of Apache Spark.

The tutorial begins by explaining the fundamentals of Apache Spark and deep learning. You will set up a Spark environment to perform deep learning and learn about the different types of neural net and the principles of distributed modeling (model- and data-parallelism, and more). You will then implement deep learning models (such as CNN, RNN, LTSMs) on Spark, acquire hands-on experience of what it takes, and get a general feeling for the complexity we are dealing with. You will also see how you can use libraries such as Deeplearning4j to perform deep learning on a distributed CPU and GPU setup.

By the end of this course, you’ll have gained experience by implementing models for applications such as object recognition, text analysis, and voice recognition. You will even have designed human expert games.

The code bundle for this course is available at https://github.com/PacktPublishing/Deep-Learning-with-Apache-Spark

About the Author

Tomasz Lelek is a Software Engineer who programs mostly in Java and Scala. He has worked with Spark API and the ML API for the past five years and has production experience in processing petabytes of data.
He is passionate about nearly everything associated with software development and believes that we should always try to consider different solutions and approaches before solving a problem. He was a speaker at conferences in Poland, Confitura and JDD (Java Developers Day), and the Krakow Scala User Group. He has also conducted a live coding session at Geecon Conference.

Requirements

• If you are a data scientist and want to learn how to use Spark to implement efficient deep learning models, this is the course for you. Knowledge of some machine learning concepts and some exposure to Spark are assumed

You will learn

Get to know basic Apache Spark and deep learning concepts
✓ Explore deep learning neural networks such as RBM, RNN, and DBN using some of the most popular industrial deep learning frameworks
✓ Learn how to leverage big data to solve real-world problems using deep learning
✓ Understand how to formulate real-world prediction problems as machine learning tasks, how to choose the right neural net architecture for a problem, and how to train neural nets using DL4J
✓ Get up-and-running and gain an insight into the deep learning library DL4J and its practical uses
✓ Design successful solutions with Extreme Learning machines
✓ Train and test neural networks to fit your data model

This course is for

• If you are a data scientist and want to learn how to use Spark to implement efficient deep learning models, this is the course for you.

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

The course costs $149.99. And currently there is a 80% discount on the original price of the course, which was $749.99. So you save $600 if you enroll the course now.
The average price is $17.2 of 454 Machine Learning courses. So this course is -772% cheaper than the average Machine Learning course on Simpliv Learning.

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

YES, Deep Learning With Apache Spark 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 Apache Spark course, but there is a $600 discount from the original price ($749.99). So the current price is just $149.99.

Who is the instructor? Is Packt Publishing a SCAM or a TRUSTED instructor?

Packt Publishing has created 652 courses that got 0 reviews which are generally positive. Packt Publishing has taught 27 students and received a average review out of 0 reviews. Depending on the information available, Packt Publishing is a TRUSTED instructor.

More info about the instructor, Packt Publishing

8.7

CourseMarks Score®

9.5

Freshness

N/A

Feedback

7.5

Content

Platform: Simpliv Learning
Price: $149.99
Video: 1h40m
Language: English
Next start: On Demand

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