List 1 of books by Md Rezaul Karim

Apache Spark 2: Data Processing and Real-Time Analytics

Master complex big data processing, stream analytics, and machine learning with Apache Spark

by Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla
Language: English
Release Date: December 21, 2018

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing framework Key Features Master the art of real-time big data processing and machine learning Explore a wide range of use-cases to analyze large data Discover ways to optimize...

Large Scale Machine Learning with Spark

by Md. Rezaul Karim, Md. Mahedi Kaysar
Language: English
Release Date: October 27, 2016

Discover everything you need to build robust machine learning applications with Spark 2.0 About This Book Get the most up-to-date book on the market that focuses on design, engineering, and scalable solutions in machine learning with Spark 2.0.0 Use Spark's machine learning library in a big data...

Deep Learning with TensorFlow

Explore neural networks and build intelligent systems with Python, 2nd Edition

by Giancarlo Zaccone, Md. Rezaul Karim
Language: English
Release Date: March 30, 2018

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow. Key Features Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow Explore deep neural networks and layers of data abstraction...

Deep Learning with TensorFlow

by Giancarlo Zaccone, Md. Rezaul Karim, Ahmed Menshawy
Language: English
Release Date: April 24, 2017

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide About This Book Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow Explore deep neural networks...

Scala and Spark for Big Data Analytics

by Md. Rezaul Karim, Sridhar Alla
Language: English
Release Date: July 25, 2017

Harness the power of Scala to program Spark and analyze tonnes of data in the blink of an eye! About This Book Learn Scala's sophisticated type system that combines Functional Programming and object-oriented concepts Work on a wide array of applications, from simple batch jobs to stream processing...

TensorFlow: Powerful Predictive Analytics with TensorFlow

Predict valuable insights of your data with TensorFlow

by Md. Rezaul Karim
Language: English
Release Date: March 14, 2018

Learn how to solve real life problems using different methods like logic regression, random forests and SVM’s with TensorFlow. Key Features Understand predictive analytics along with its challenges and best practices Embedded with assessments that will help you revise the concepts you have...

Java Deep Learning Projects

Implement 10 real-world deep learning applications using Deeplearning4j and open source APIs

by Md. Rezaul Karim
Language: English
Release Date: June 29, 2018

Build and deploy powerful neural network models using the latest Java deep learning libraries Key Features Understand DL with Java by implementing real-world projects Master implementations of various ANN models and build your own DL systems Develop applications using NLP, image classification,...

Practical Convolutional Neural Networks

Implement advanced deep learning models using Python

by Pradeep Pujari, Md. Rezaul Karim, Mohit Sewak
Language: English
Release Date: February 27, 2018

One stop guide to implementing award-winning, and cutting-edge CNN architectures Key Features Fast-paced guide with use cases and real-world examples to get well versed with CNN techniques Implement CNN models on image classification, transfer learning, Object Detection, Instance Segmentation,...

Predictive Analytics with TensorFlow

by Md. Rezaul Karim
Language: English
Release Date: November 2, 2017

Accomplish the power of data in your business by building advanced predictive modelling applications with Tensorflow. About This Book A quick guide to gain hands-on experience with deep learning in different domains such as digit/image classification, and texts Build your own smart, predictive...

Machine Learning with Scala Quick Start Guide

Leverage popular machine learning algorithms and techniques and implement them in Scala

by Md. Rezaul Karim
Language: English
Release Date: April 30, 2019

Supervised and unsupervised machine learning made easy in Scala with this quick-start guide. Key Features Construct and deploy machine learning systems that learn from your data and give accurate predictions Unleash the power of Spark ML along with popular machine learning algorithms to solve...

Scala Machine Learning Projects

Build real-world machine learning and deep learning projects with Scala

by Md. Rezaul Karim
Language: English
Release Date: January 31, 2018

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming. Key Features Explore machine learning techniques with prominent open source Scala libraries such as Spark ML, H2O, MXNet, Zeppelin, and DeepLearning4j Solve real-world...