Packtpub – Hands-On Big Data Analysis with Hadoop 3

Packtpub – Hands-On Big Data Analysis with Hadoop 3
English | Size: 450 MB
Category: Programming | E-learning | others

This course is your guide to performing real-time data analytics and stream processing with Spark. Use different components and tools such as HDFS, HBase, and Hive to process raw data. Learn how tools such as Hive and Pig aid in this process.
In this course, you will start off by learning data analysis techniques with Hadoop using tools such as Hive. Furthermore, you will learn to apply these techniques in real-world big data applications. Also, you will delve into Spark and its related tools to perform real-time data analytics, streaming, and batch processing on your application.
Finally, you’ll learn how to extend your analytics solutions to the cloud. [Read more…]

Udemy – Taming Big Data with Apache Spark and Python – Hands On (Feb-2018)

Udemy – Taming Big Data with Apache Spark and Python – Hands On (Feb-2018)
English | Size: 1.42 GB
Category: Tutorial

Created by Sundog Education by Frank Kane, Frank Kane
Last updated 2/2018
English
What Will I Learn?
Frame big data analysis problems as Spark problems
Use Amazon’s Elastic MapReduce service to run your job on a cluster with Hadoop YARN
Install and run Apache Spark on a desktop computer or on a cluster
Use Spark’s Resilient Distributed Datasets to process and analyze large data sets across many CPU’s
Implement iterative algorithms such as breadth-first-search using Spark
Use the MLLib machine learning library to answer common data mining questions
Understand how Spark SQL lets you work with structured data
Understand how Spark Streaming lets your process continuous streams of data in real time
Tune and troubleshoot large jobs running on a cluster
Share information between nodes on a Spark cluster using broadcast variables and accumulators
Understand how the GraphX library helps with network analysis problems
Requirements [Read more…]

Lynda – Architecting Big Data Applications – Real-Time Application Engineering

Lynda – Architecting Big Data Applications – Real-Time Application Engineering
English | Size: 103.64 MB
Category: Tutorial

Real-time systems have guaranteed response times that can be sub-seconds from the trigger. Meaning that when a user clicks a button, your app better respond-and fast. Architecting applications under real-time constraints is an even bigger challenge when you’re dealing with big data. Excessive latency can cost you money, in terms of system resources consumed and customers lost. Luckily, big data technology and efficient architecture can provide the real-time responsiveness your business needs. In this course, you can learn about use cases and best practices for architecting real-time applications with technologies such as Kafka, Hazelcast, and Apache Spark.
[Read more…]

Lynda – Architecting Big Data Applications – Batch Mode Application Engineering

Lynda – Architecting Big Data Applications – Batch Mode Application Engineering
English | Size: 178.14 MB
Category: Tutorial

Batch mode consolidates data-related operations in order to reduce the load on networks. Batch mode helps software architects build big data applications that operate smoothly and efficiently under real-world conditions. In this course, you can learn about use cases and best practices for architecting batch mode applications using technologies such as Hive and Apache Spark.
[Read more…]

SQL on Hadoop – Analyzing Big Data with Hive

SQL on Hadoop – Analyzing Big Data with Hive
English | Size: 406.67 MB
Category: Tutorial

This course will teach you the Hive query language and how to apply it to solve common Big Data problems. This includes an introduction to distributed computing, Hadoop, and MapReduce fundamentals and the latest features released with Hive 0.11
[Read more…]

O’Reilly – Trends in AI, Data Science, and Big Data (2017)

O’Reilly – Trends in AI, Data Science, and Big Data (2017)
English | Size: 0.99 GB
Category: Tutorial

In this video, O’Reilly’s Chief Data Scientist, Ben Lorica highlights some recent research initiatives and trends in data from both the AI community and the big data/data science world. Topics include: the emergence of deep learning as a general-purpose machine learning technique; strategies for overcoming the main bottlenecks in running successful AI/machine learning projects (i.e., lack of training data and deploying/monitoring models in production); the transition from offline to continuous learning (including reinforcement learning); and the emerging software and hardware infrastructure for AI and machine learning. This is a must-view for every data scientist, data architect/engineer, data/business analyst, and manager or CxO who wants to stay current in the rapidly evolving world of big data, data science, and AI. [Read more…]

Lynda – Financial Forecasting with Big Data

Lynda – Financial Forecasting with Big Data
English | Size: 486.96 MB
Category: CBTs

Big data is transforming the world of business. Yet many people don’t understand what big data and business intelligence are, or how to apply the techniques to their day-to-day jobs. This course addresses that knowledge gap, giving businesspeople practical methods to create quick and relevant business forecasts using big data. [Read more…]

Linux Academy – Big Data Essentials

Linux Academy – Big Data Essentials
English | Size: 1.27 GB
Category: CBTs

LiNUX Courses – Big Data Essentials – Linux Academy
Big Data Essentials is a comprehensive introduction to the world of Big Data. Starting with the definition of Big Data, we describe the various characteristics of Big Data and its sources. Using real world examples, we highlight the growing importance of Big Data. We discuss architectural requirements and principles of Big Data infrastructures and the intersection of cloud computing with Big Data. [Read more…]

Linux Academy – AWS Certified Big Data Specialty Certification

Linux Academy – AWS Certified Big Data Specialty Certification
English | Size: 1.39 GB
Category: CBTs

AWS Courses – AWS Certified Big Data Specialty – Certification – Linux Academy
Big Data is one of the most exciting and in-demand skills powering companies as big as Google and Facebook. It is no wonder Amazon Web Services (AWS) has realeased a Big Data Certification to catalyze the move to AWS Big Data solutions. [Read more…]

Linux Academy – Big Data Essentials Tutorial

Linux Academy – Big Data Essentials Tutorial
English | Size: 1.27 GB
Category: CBTs

Big Data Essentials is a comprehensive introduction to the world of Big Data. Starting with the definition of Big Data, we describe the various characteristics of Big Data and its sources. Using real world examples, we highlight the growing importance of Big Data. We discuss architectural requirements and principles of Big Data infrastructures and the intersection of cloud computing with Big Data.
[Read more…]

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