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NPTEL

Big Data Computing

13 rewiews
Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.
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35 Lesons
19 hours
On-Demand
Free-Video
NPTEL

Cloud Computing

6 rewiews
This course will introduce various aspects of cloud computing, including fundamentals, management issues, security challenges and future research trends. This will help students (both UG and PG levels) and researchers to use and explore the cloud computi…
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42 Lesons
21 hours
On-Demand
Free-Video
Great Learning

Hadoop Tutorial for Beginners - Big Data Hadoop Tutorial

1 rewiews
IT mavens like Google, Amazon and IBM as well as growing start-ups are always in search of Big Data experts. So we have come up with a tutorial on Apache Hadoop to help you get started on your Data Analytics path!
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17 Lesons
4 hours 13 minutes
On-Demand
Free-Video
Great Learning

Hive Tutorial - Hive Architecture - Hadoop for Beginners - Big Data for Beginners

1 rewiews
Comprehensive tutorial on Apache Hive, covering its architecture, SQL-like querying, and integration with Hadoop for efficient big data processing and analysis.
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5 Lesons
4 hours 12 minutes
On-Demand
Free-Video
Santa Fe Institute

Programming the Internet - C4 Public Lecture

0 rewiews
Explore the evolution of programming for internet-scale applications, addressing challenges in distributed computing, concurrency, and scalability through innovative methodologies and infrastructure changes.
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42 Lesons
45 minutes
On-Demand
Free-Video
Acadgild

Hadoop Tutorials

0 rewiews
Learn Big Data and Hadoop essentials, including HDFS, MapReduce, YARN, Hive, and HBase. Explore career paths, architecture, and practical problem-solving in Hadoop ecosystems.
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16 Lesons
19 hours
On-Demand
Free-Video
Acadgild

Hadoop Tutorials for Beginners

0 rewiews
Comprehensive introduction to Big Data technologies, covering HDFS, MapReduce, Hive, Pig, Spark, NoSQL, HBase, Sqoop, Flume, and Kafka. Ideal for beginners seeking a solid foundation in Hadoop ecosystem.
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12 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Learning Journal

Hadoop Tutorials

0 rewiews
Simplified approach to Hadoop ecosystem: architecture, HDFS, MapReduce, YARN, security, and practical examples. Includes Google Cloud integration for hands-on experience.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Bolei Zhou

Introduction to Reinforcement Learning - Distributed RL Systems - Lecture 9

0 rewiews
强化学习分布式系统概述：探讨系统架构、参数更新方法、并行化策略，以及从DQN到AlphaStar的案例研究，深入分析分布式RL系统的发展和实现。
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34 Lesons
47 minutes
On-Demand
Free-Video
IEEE

Trustworthy Data Analytics in the Cloud Using SGX

0 rewiews
Explore trustworthy cloud-based data analytics using SGX technology. Learn about VC3, a system enabling secure MapReduce computations while preserving confidentiality and integrity of code and data.
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10 Lesons
22 minutes
On-Demand
Free-Video
Open Data Science

How Companies Are Using Tachyon, a Memory Centric Distributed Storage

0 rewiews
Explore Tachyon, a memory-centric distributed storage system for fast big data processing. Learn about its benefits, use cases, and integration with popular frameworks like Spark and Hadoop.
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13 Lesons
22 minutes
On-Demand
Free-Video
Bryan Cafferky

Master Databricks and Apache Spark - Introduction

0 rewiews
Learn the fundamentals of Databricks and Apache Spark, exploring scale-up vs. scale-out concepts and laying the groundwork for mastering these powerful data processing tools.
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12 Lesons
32 minutes
On-Demand
Free-Video
Java

Hadoop and Big Data with Java

0 rewiews
Explore Hadoop and Big Data concepts in this NightHacking presentation, focusing on their integration with Java for efficient data processing and analysis.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Java

Big Data Processing on Small Computers

0 rewiews
Explore distributed computing, MapReduce, and parallel programming techniques for handling big data on small-scale systems with expert insights.
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20 Lesons
21 minutes
On-Demand
Free-Video
The ASF

Smooth Migration Practice from MapReduce to Spark at ByteDance

0 rewiews
Learn ByteDance's smooth migration solution from MapReduce to Spark, reducing costs and improving performance. Explore design, implementation, and benefits of transitioning legacy jobs with minimal changes.
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1 Lesons
33 minutes
On-Demand
Free-Video
UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

0 rewiews
Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.
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10 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Paul G. Allen School

Research in Data Management - Challenges and Projects

0 rewiews
Explore cutting-edge data management research, including VR/AR video databases, in-memory storage optimization, MapReduce frameworks, cardinality estimation, bias detection in OLAP queries, and automated query reasoning.
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1 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Graph Algorithms in the Massively Parallel Computation Model

0 rewiews
Explore efficient graph algorithms in the Massively Parallel Computation model, focusing on techniques for near-linear memory regime and comparing MPC to other distributed/parallel models.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Red Hat

The Intersection of Business Rules Management and Big Data

0 rewiews
Explore integrating JBoss BRMS with Hadoop for real-time decision-making in big data environments, focusing on anti-money laundering in financial services and retail applications.
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25 Lesons
55 minutes
On-Demand
Free-Video
USENIX

Your Coflow has Many Flows - Sampling them for Fun and Speed

0 rewiews
Innovative coflow scheduling technique using flow sampling to estimate coflow size, improving performance and scalability for data-intensive applications in distributed computing environments.
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23 Lesons
21 minutes
On-Demand
Free-Video
PHP UK Conference

Database Wizardry for Legacy Applications

0 rewiews
Discover techniques to enhance legacy application databases using NoSQL and MapReduce, improving data consolidation and project performance without major structural changes.
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17 Lesons
37 minutes
On-Demand
Free-Video
Devoxx

Improve Your App UX with One Model Processing Insights from Batch and Streams

0 rewiews
Learn to enhance app UX using a unified model for batch and stream processing. Explore Dataflow's capabilities through a real-time demo, gaining practical insights on managing and visualizing data streams.
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45 Lesons
44 minutes
On-Demand
Free-Video
USENIX

The Truth About MapReduce Performance on SSDs

0 rewiews
Investigates SSD performance for MapReduce workloads, comparing to HDDs. Presents benchmarking method, cost-per-performance metrics, and quantifies SSD advantages in data processing efficiency.
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1 Lesons
14 minutes
On-Demand
Free-Video
Black Hat

Big Data for Web Application Security

0 rewiews
Explore how big data analytics can enhance web application security, with real-world examples of proactive and reactive security measures using MapReduce and Cascading.
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6 Lesons
20 minutes
On-Demand
Free-Video

Operationalizing Security Intelligence in the Enterprise

0 rewiews
Explore enterprise security intelligence operationalization, from demonstrating value to real-time implementation, utilizing internal and external sources for effective threat analysis and strategic decision-making.
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33 Lesons
48 minutes
On-Demand
Free-Video

Applying Big Data Technology to Security Use Case

0 rewiews
Explore big data technologies for security, covering databases, Hadoop, MapReduce, and Hive. Learn design patterns and machine learning applications in cybersecurity.
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17 Lesons
53 minutes
On-Demand
Free-Video
code::dive conference

Analyzing Configuration of Cellular Networks at Nokia with Apache Hadoop, Apache Spark, and Presto SQL

0 rewiews
Explore big data solutions for cellular network configuration analysis using Apache Hadoop, Presto SQL, and related technologies. Learn about challenges, pitfalls, and optimizations in building a massively parallel processing system.
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1 Lesons
58 minutes
On-Demand
Free-Video
EuroPython Conference

Python MapReduce Programming with Pydoop

0 rewiews
Learn to leverage Hadoop's power for big data processing using Pydoop, a Python interface. Explore MapReduce programming techniques and optimize your data analysis workflows.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
PASS Data Community Summit

Hadoop Essentials for the SQL Server Professional

0 rewiews
Learn Hadoop essentials, including HDFS, MapReduce, and Hive, with a focus on comparisons to SQL Server. Explore on-premises and cloud options for implementing Hadoop ecosystems.
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35 Lesons
59 minutes
On-Demand
Free-Video
Databricks

AT&T's Migration of Billions of Events Processing from Hadoop to Databricks

0 rewiews
Explore AT&T's strategic shift from Hadoop to Databricks, resulting in 30% cost reduction and halved execution time for network data processing, showcasing cloud-native efficiency.
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1 Lesons
39 minutes
On-Demand
Free-Video