Big Data Resources

Demystifying AI, Machine Learning, and Deep Learning

Learn about AI, machine learning, supervised learning, unsupervised learning, classification, decision trees, clustering, deep learning, and algorithms.

Updated October 13, 2020

by Carol McDonald

· 72,187 Views · 124 Likes

10 Reasons to Choose Apache Pulsar Over Apache Kafka

Apache Pulsar's unique features such as tiered storage, stateless brokers, geo-aware replication, and multi-tenancy may be a reason to choose it over Apache Kafka.

October 13, 2020

by Maximilian Michels

· 9,538 Views · 3 Likes

Explainable AI: Humanizing Artificial Intelligence

We find it hard to trust machines we don’t understand. Lack of trust makes AI seem like modern witchcraft which keeps us from getting benefits from innovative technology.

October 8, 2020

by Elise Carmichael

· 10,139 Views · 4 Likes

Kafka for XML Message Integration and Processing

Integration and transformation between XML Messages and Apache Kafka, including Kafka Connect Connector, Middleware, ESB, ETL, SOAP/WSDL.

October 7, 2020

by Kai Wähner

CORE

· 17,703 Views · 6 Likes

Kafka Security With SASL and ACL

Tutorial covering authentication using SCRAM, authorization using Kafka ACL, encryption using SSL, and using camel-Kafka to produce/consume messages.

October 6, 2020

by Ramu kakarla

· 41,571 Views · 2 Likes

Working With Documents Using Elastic-Search and Node

I am going to use ElasticSearch as document persistence mechanism and Node.js to work with elastic-search.

October 5, 2020

by Jawad Hasan Shani

CORE

· 10,029 Views · 3 Likes

Write a Kafka Producer Using Twitter Stream

With the newly open sourced Twitter HBC, a Java HTTP library for consuming Twitter’s Streaming API, we can easily create a Kafka twitter stream producer.

Updated October 5, 2020

by Saurabh Chhajed

· 39,363 Views · 13 Likes

Reasons Why You Should Get a Cloud Computing Certification

See why a cloud certification could be a great choice to advance your career and better help you stand out as a potential candidate.

October 5, 2020

by Shormistha Chatterjee

CORE

· 7,304 Views · 7 Likes

Using SocketCluster for Distributed Computing in a Unique Way

HarperDB CTO demonstrates the inner-workings of SocketCluster, including a code review to highlight SocketCluster concepts within a database framework.

October 2, 2020

by Margo McCabe

· 4,630 Views · 5 Likes

How We Build an HTAP Database That Simplifies Your Data Platform

This article is based on a talk given by Shawn Ma at TiDB DevCon 2020. TiDB is an open-source, distributed, NewSQL database that supports Hybrid Transactiona...

Updated October 1, 2020

by Xiaoyu Ma

· 8,338 Views · 5 Likes

Kafka Consumer Pooling

In this article, take a look at Kafka consumer pooling and see a use case.

October 1, 2020

by Sutanu Dalui

· 8,765 Views · 5 Likes

Data Ingestion Into Azure Data Explorer Using Kafka Connect

In this blog, we will go over how to ingest data into Azure Data Explorer using the open-source Kafka Connect Sink connector for Azure Data Explorer.

September 28, 2020

by Abhishek Gupta

CORE

· 3,303 Views · 4 Likes

7 Essential Tools for a Competent Data Scientist

Becoming a competent data scientist requires looking beyond the constructed horizon. Learn about the various data science tools.

Updated September 25, 2020

by Niti Sharma

· 11,244 Views · 8 Likes

Power BI vs Tableau: Comparison Between Top Two BI Tools

In tis article, compare two BI tools, Power BI and Tableau.

September 25, 2020

by Ankit Kumar

· 9,559 Views · 7 Likes

Distributed Balanced Partition-Queues Assignment Using Kubernetes statefulSet

Partitioning a domain is a useful way to achieve scalability. Instead of putting everything in a single place, you divide work based on some attribute (often an Id).

September 24, 2020

by Tamir Dresher

· 6,011 Views · 2 Likes

Crafting a Multi-Node Multi-Broker Kafka Cluster- A Weekend Project

This article explains how to install and configure the multi-node multi-broker Kafka cluster where Ubuntu 14.04 LTS as an OS on all the nodes in the cluster.

September 24, 2020

by Gautam Goswami

CORE

· 14,497 Views · 4 Likes

Understanding a Messaging Queue by Example

Design Messaging Queue

September 24, 2020

by Mayank Bansal

· 8,857 Views · 8 Likes

End2End Testing With TestContainers...and a Lot of Patience

This time I would like to show my experience creating an End2End test for a Camel integration application.

September 23, 2020

by Jonathan Vila

· 6,155 Views · 3 Likes

OpenAI GPT-3: How It Works and Why It Matters

GPT-3 has many strengths, but it also has some weaknesses. Explore why it matters and how to use it to write code, design an app, and compose music.

Updated September 23, 2020

by Dana Kozubska

· 18,750 Views · 9 Likes

Building a Data Catalog For Small and Medium-Sized Businesses

So you're ready to build a data catalog—where do you begin? Let's walk through the most important features you should look for that best represents your needs.

September 17, 2020

by Grant Seward

· 7,411 Views · 2 Likes

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