The Spark of Learning

The Spark of Learning
Author: Sarah Rose Cavanagh
Publisher:
Total Pages: 0
Release: 2016
Genre: Affective education
ISBN: 9781943665327

Informed by psychology and neuroscience, Cavanagh argues that in order to capture students' attention, harness their working memory, bolster their long-term retention, and enhance their motivation, educators should consider the emotional impact of their teaching style and course design.

Learning Spark

Learning Spark
Author: Jules S. Damji
Publisher: O'Reilly Media
Total Pages: 400
Release: 2020-07-16
Genre: Computers
ISBN: 1492050016

Data is bigger, arrives faster, and comes in a variety of formats—and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark. Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, you’ll be able to: Learn Python, SQL, Scala, or Java high-level Structured APIs Understand Spark operations and SQL Engine Inspect, tune, and debug Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and streaming data using Structured Streaming Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models using MLflow

Spark Learning

Spark Learning
Author: Ramsey Musallam
Publisher:
Total Pages: 166
Release: 2017-05-05
Genre: Education
ISBN: 9781946444134

Inspired by his popular TED Talk "3 Rules to Spark Learning," this book combines brain science research, proven teaching methods, and Ramsey's personal story to empower you to improve your students' learning experiences by inspiring inquiry and harnessing its benefits. If you want to engage students, this is the book for you.

The Spark of Learning

The Spark of Learning
Author: Sarah Rose Cavanagh
Publisher:
Total Pages: 241
Release: 2016
Genre: EDUCATION
ISBN: 9781943665358

Informed by psychology and neuroscience, Cavanagh argues that in order to capture students' attention, harness their working memory, bolster their long-term retention, and enhance their motivation, educators should consider the emotional impact of their teaching style and course design.

New Traditional Games for Learning

New Traditional Games for Learning
Author: Alex Moseley
Publisher: Routledge
Total Pages: 234
Release: 2013-09-05
Genre: Education
ISBN: 113507237X

A growing interest in the use of games-based approaches for learning has been tempered in many sectors by budget or time constraints associated with the design and development of detailed digital simulations and other high-end approaches. However, a number of practitioners and small creative groups have used low-cost, traditional approaches to games in learning effectively – involving simple card, board or indoor/outdoor activity games. New Traditional Games for Learning brings together examples of this approach, which span continents (UK, western and eastern Europe, the US, and Australia), sectors (education, training, and business) and learner styles or ages (primary through to adult and work-based learning or training). Together, the chapters provide a wealth of evidence-based ideas for the teacher, tutor, or trainer interested in using games for learning, but turned off by visible high-end examples. An editors’ introduction pulls the collection together, identifying shared themes and drawing on the editors’ own research in the use of games for learning. The book concludes with a chapter by a professional board game designer, incorporating themes prevalent in the preceding chapters and reflecting on game design, development and marketing in the commercial sector, providing valuable practical advice for those who want to take their own creations further.

Oildom

Oildom
Author:
Publisher:
Total Pages: 354
Release: 1912
Genre: Petroleum industry and trade
ISBN:

Spark: The Definitive Guide

Spark: The Definitive Guide
Author: Bill Chambers
Publisher: "O'Reilly Media, Inc."
Total Pages: 603
Release: 2018-02-08
Genre: Computers
ISBN: 1491912308

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Sparkâ??s scalable machine-learning library. Get a gentle overview of big data and Spark Learn about DataFrames, SQL, and Datasetsâ??Sparkâ??s core APIsâ??through worked examples Dive into Sparkâ??s low-level APIs, RDDs, and execution of SQL and DataFrames Understand how Spark runs on a cluster Debug, monitor, and tune Spark clusters and applications Learn the power of Structured Streaming, Sparkâ??s stream-processing engine Learn how you can apply MLlib to a variety of problems, including classification or recommendation