Overview

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Explore the world of NoSQL databases in this comprehensive 13-hour course covering Neo4j, MongoDB, REDIS, and Column Store Databases. Dive into data models, CAP theorem, and BASE property before delving into graph databases with Neo4j. Master Cypher Query Language, learn relationship management, and explore advanced Neo4j features like causal clustering and PageRank algorithm. Transition to MongoDB, understanding its structure, query operators, and aggregation pipeline. Discover REDIS key-value database and its various data structures. Finally, examine Column Store Databases, data compression techniques, and Apache Cassandra. Gain hands-on experience through demonstrations, exercises, and practical applications using Java with Redis.

Syllabus

NoSQL Databases #1 (Data Models, CAP Theorem, BASE Property).
Neo4j - Introduction to Graph Databases - NoSQL Databases #2.
Neo4j - Introduction to Neo4j and Cypher Query Language - NoSQL Databases #3.
Neo4j - IN, AND, OR, Creating, Retrieving and Modifying Relationships - NoSQL Databases #4.
Neo4j - Creating Relationships, Matching Relationships, Order By - NoSQL Databases #5.
Neo4j - Skip, Limit, Merge Clause and Aggregate functions - NoSQL Databases #6.
Neo4j- Establishing Constraints in Neo4j Graph Database - NoSQL Databases #7.
Neo4j - String Matching Expression,CASE Expression and Foreach Clause - NoSQL Databases #8.
Neo4j - Causal Cluster Introduction and Demo - NoSQL Databases #9.
Neo4j - Variable length Relationships, Shortest Path, All Shortest Paths - NoSQL Databases #10.
Neo4j Indexes and String handling Functions - NoSQL Databases #11.
Neo4j - Finding Shortest Path,All Pair Shortest Paths, Minimum Spanning Tree NoSQL Databases #12.
Neo4j- Importing a CSV file - NoSQL Databases #13.
PageRank Algorithm, Exercise and Demo using Neo4j NoSQL Databases #14.
MongoDB Introduction and Installation - NoSQL Databases #15.
MongoDB Creating Databases, Collections and Documents , MongoDB Compass - NoSQL Databases #16.
MongoDB Query Operators (Comparison, Logical and Element) - NoSQL Databases #17.
MongoDB - Project results, updateOne, updateMany, replaceOne, upsert ,null items NoSQL Databases #18.
MongoDB Querying Arrays ($all, $slice, $elemMatch, $size with Arrays) #19.
MongoDB Aggregation Pipeline NoSQL Databases #20.
MongoDB Aggregation Pipeline Continued ($sort, $limit, $skip, $count, $unwind) NoSQL #21.
MongoDB - Querying Nested Documents and Array of Nested Documents - Tutorial.
MongoDB Indexing - Demonstration of Single Field Index , Compound Index, Multikey Index, Text Index.
MongoDB Replication and Sharding - Replication Demo on a local machine NoSQL #22.
MongoDB - What is Sharding? Sharding a Collection - Demo NoSQL Databases #23.
REDIS - What are Key Value Databases? REDIS Commands (Strings lists and keys) #24.
REDIS - What are Sets? SET commands in REDIS - NoSQL Databases #25.
REDIS - SORTED SETS (Introduction and Commands) NoSQL #26.
REDIS - Hashes - Introduction and Commands - NOSQL #27.
Java with Redis Database - Demo.
Column Store Databases - Introduction - How are they different from Row Store Databases? NoSQL #28.
Data Compression Techniques - Run Length , Bitmap, Dictionary Encoding NoSQL #29.
Data Compression Techniques - Huffman Encoding - NoSQL #30.
Column Store Databases - Early Vs Late Materialization and Jive Join - NoSQL #31.
Apache Cassandra - Tutorial - CQL - Keyspaces - Tables - Index - Set - List - Map.