Download Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath
Collect the book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath start from currently. Yet the new method is by gathering the soft documents of guide Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath Taking the soft file can be saved or saved in computer system or in your laptop computer. So, it can be more than a book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath that you have. The most convenient method to expose is that you could also conserve the soft documents of Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath in your appropriate and offered gizmo. This problem will certainly suppose you frequently check out Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath in the extra times greater than talking or gossiping. It will not make you have bad habit, yet it will lead you to have better habit to review book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath.
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath
Download Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath
New updated! The Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath from the most effective writer as well as publisher is now available below. This is the book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath that will make your day checking out ends up being finished. When you are seeking the published book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath of this title in the book store, you may not locate it. The problems can be the limited editions Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath that are given up the book establishment.
Right here, we have various e-book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath and also collections to check out. We additionally offer variant types and also type of the publications to browse. The fun book, fiction, past history, unique, scientific research, and also various other types of books are offered here. As this Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath, it becomes one of the favored e-book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath collections that we have. This is why you are in the right site to view the impressive e-books to own.
It will not take more time to download this Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath It won't take more money to print this e-book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath Nowadays, individuals have been so smart to utilize the technology. Why don't you utilize your kitchen appliance or various other tool to save this downloaded soft documents e-book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath By doing this will let you to consistently be accompanied by this book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath Naturally, it will be the best buddy if you read this book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath up until completed.
Be the first to purchase this e-book now and get all reasons you have to review this Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath The e-book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath is not just for your obligations or requirement in your life. Publications will certainly consistently be an excellent friend in each time you read. Now, let the others understand about this page. You can take the perks as well as share it additionally for your close friends and people around you. By through this, you could truly obtain the meaning of this book Machine Learning With Spark - Tackle Big Data With Powerful Spark Machine Learning Algorithms, By Nick Pentreath beneficially. What do you believe for our concept here?
Key Features
- Follow real-world examples to learn how to develop your own machine learning systems with Spark
- A practical tutorial with real-world use cases allowing you to develop your own machine learning systems with Spark
- Combine various techniques and models into an intelligent machine learning system
- Explore and use Spark's powerful range of features to load, analyze, clean, and your data
Apache Spark is a framework for distributed computing that is designed from the ground up to be optimized for low latency tasks and in-memory data storage. It is one of the few frameworks for parallel computing that combines speed, scalability, in-memory processing, and fault tolerance with ease of programming and a flexible, expressive, and powerful API design.
This book guides you through the basics of Spark's API used to load and process data and prepare the data to use as input to the various machine learning models. There are detailed examples and real-world use cases for you to explore common machine learning models including recommender systems, classification, regression, clustering, and dimensionality reduction. You will cover advanced topics such as working with large-scale text data, and methods for online machine learning and model evaluation using Spark Streaming.
What you will learn- Create your first Spark program in Scala, Java, and Python
- Set up and configure a development environment for Spark on your own computer, as well as on Amazon EC2
- Access public machine learning datasets and use Spark to load, process, clean, and transform data
- Use Spark's machine learning library to implement programs utilizing well-known machine learning models including collaborative filtering, classification, regression, clustering, and dimensionality reduction
- Write Spark functions to evaluate the performance of your machine learning models
- Deal with large-scale text data, including feature extraction and using text data as input to your machine learning models
- Explore online learning methods and use Spark Streaming for online learning and model evaluation
Nick Pentreath is a member of the Apache Spark Project Management Committee. He has has a background in financial markets, machine learning, and software development, including experience as a research scientist at the online ad targeting start-up Cognitive Match Limited in London and leading the Data Science and Analytics team at Mxit, Africa's largest social network. He is also one of the cofounders of Graphflow, a big data and machine learning company focused on user-centric recommendations and customer intelligence.
Table of Contents- Sales Rank: #295765 in eBooks
- Published on: 2015-02-20
- Released on: 2015-02-20
- Format: Kindle eBook
About the Author
Nick Pentreath
Nick Pentreath has a background in financial markets, machine learning, and software development. He has worked at Goldman Sachs Group, Inc.; as a research scientist at the online ad targeting start-up Cognitive Match Limited, London; and led the Data Science and Analytics team at Mxit, Africa's largest social network. He is a cofounder of Graphflow, a big data and machine learning company focused on user-centric recommendations and customer intelligence. He is passionate about combining commercial focus with machine learning and cutting-edge technology to build intelligent systems that learn from data to add value to the bottom line. Nick is a member of the Apache Spark Project Management Committee.
Most helpful customer reviews
19 of 21 people found the following review helpful.
Good introduction
By PJG
This book is a nice introduction to using the Apache Spark framework. It assumes no prior knowledge of either Hadoop, Spark or machine learning itself (although the latter is covered at quite a rapid pace in places so some background would likely be helpful!). The code examples are presented in Python and (mainly) Scala, with examples that are reasonably well-described.
The overall tone of the book is clear and the chapters progress in a logical order, with a fairly rapid journey through the main machine learning techniques from a Spark perspective. Later chapters were particularly interesting, covering text mining and more complex methods (e.g. feature hashing).
Some of the example data sets feel a little 'tired' (movie ratings data yet again - or perhaps I've just read too many machine learning books), but otherwise this is a good book and comes recommended.
7 of 11 people found the following review helpful.
This book gives a great introduction to using the Apache Spark framework
By Ebot Tabi
This book gives a great introduction to using the Apache Spark framework, a goto for anyone who wishes to learn how to use Apache Spark framework. It assumes no prior knowledge of either Hadoop or Spark. The code examples are presented in Python and Scala are well-described.
The overall the book is clearly structured and the chapters progress in a logical order, with a fairly rapid introduction to machine learning techniques from a Spark perspective.
I definitely do recommend this book for beginners.
1 of 33 people found the following review helpful.
Could be better
By Renat Bekbolatov
This is not a great book.
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath PDF
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath EPub
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath Doc
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath iBooks
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath rtf
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath Mobipocket
Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms, by Nick Pentreath Kindle
Tidak ada komentar:
Posting Komentar