Big Data

Big Data

Big data

• What is a Big Data Analytics Platform? Building a Data Pipeline
• MQTT
• What Is Stream Processing? Introduction to OSS Engines
• Apache Hadoop
• Apache Spark
• PySpark Concepts and Key Features

Designing Data-Intensive Applications

Presentation materials created during a group study

• Designing Data-Intensive Applications | Chapter 02. Data Models and Query Languages
• Designing Data-Intensive Applications | Chapter 03. Storage and Retrieval
• Designing Data-Intensive Applications | Chapter 04. Encoding and Evolution
• Designing Data-Intensive Applications | Chapter 05. Replication
• Designing Data-Intensive Applications | Chapter 06. Partitioning
• Designing Data-Intensive Applications | Chapter 07. Transactions
• Designing Data-Intensive Applications | Chapter 08. The Trouble with Distributed Systems
• Designing Data-Intensive Applications | Chapter 09. Consistency and Consensus
• Designing Data-Intensive Applications | Chapter 10. Batch Processing
• Designing Data-Intensive Applications | Chapter 11. Stream Processing

Apache Kafka

• Introduction to Apache Kafka Concepts
• Installing and Verifying Apache Kafka
• Building Simple Apache Kafka Producer/Consumer Clients in Java
• Detailed Kafka Concepts | What Is Kafka, Really?
• Developing Stream Processing Applications with Kafka Streams

Apache Phoenix

Apache Phoenix

Apache ZooKeeper

ZooKeeper

• Operating Management and Automation with the ZooKeeper Open Source Project
• How to Install ZooKeeper
• Installing ZooKeeper with Docker for a Development Environment
• ZooKeeper API

TiDB

TiDB is an open source distributed, scalable hybrid transactional and analytical processing database

• About TiDB
• TiDB Installation
• Quick Start
• Cluster Architecture
• TiDB Automatic Failover

VectorDB (Vector Database)

A database specialized for efficiently storing data in numeric vector form, or embeddings, and quickly finding similar data

InfluxDB

Open source time series database