Course Outline

  1. File Document Storage (Cloud Storage)
    1. Key Features: Optical Character Recognition (OCR), Scalability, Advanced Search Capabilities, and More
    2. Open Source Examples: Nextcloud, OwnCloud
    3. Commercial Examples: Microsoft OneDrive for Business, Google Drive for Work
  2. Flat File Storage
    1. XML Databases: eXist-db, BaseX
    2. CSV Databases: Flatfile, SuperCSV
  3. Relational Databases
    1. Normalization Techniques and Best Practices
    2. Data Dependencies and Constraints
    3. Scalability Solutions: Replication, Clustering
    4. Open Source and Commercial Software: MySQL, PostgreSQL, DM7, Oracle, etc.
  4. NoSQL Storage
    1. Document-Oriented Databases: MongoDB, CouchDB
    2. Column-Oriented Databases: Cassandra, ScyllaDB
    3. Search-Oriented Databases: Elasticsearch
  5. NewSQL
    1. CAP Theorem and Its Implications for Database Design
    2. Open Source Software: SequoiaDB, CockroachDB
  6. Search Engines
    1. Key Features: Text Processing, Relevance Scoring, and More
    2. Open Source Examples: Apache Solr, Elasticsearch
    3. Scalability, High Availability, Load Balancing, and Other Advanced Capabilities
  7. Traditional Data Warehouses
    1. Business Intelligence, Online Transaction Processing (OLTP), and Data Warehousing
    2. Open Source and Commercial Solutions: Apache Hive, Snowflake, Amazon Redshift
  8. MapReduce and Distributed Parallel Processing
    1. Hadoop-Like Technologies: Apache Hive, Hadoop File System (HDFS), Impala
  9. Distributed File Systems
    1. Overview of Open Source Options: Ceph, GlusterFS
  10. In-Memory Databases
    1. Open Source Solutions: Apache Ignite, Redis
  11. Other Technologies
    1. Hypertable (Similar to Google Bigtable)
    2. BigQuery
    3. AWS Solutions: Amazon S3, Amazon RDS, and More
  12. Beyond the Present: Future Trends in Data Storage and Management for Government

Requirements

While no technical expertise is necessary, a basic understanding of database concepts, such as SQL, is beneficial for comprehending the examples provided in this document for government use.
 7 Hours

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