Table Of Contents

1. Data Engineering
• AWS
• AWS Lake Formation
  
• AWS Serverless Data Lake Framework (SDLF)
  
• AWS HealthLake
  
• Amazon Redshift Distribution Styles and Internal Architecture
  
• Streamlining Data Retention (Data Governance) in AWS Data Lakes with Amazon S3 Lifecycle Policies
  
• Apache Spark on AWS
  
• Azure
• GCP
• Databricks
• Data Lakehouse: A Unified Platform for Data Warehousing and Analytics
  
• Snowflake
• Snowflake Architecture & Caching Mechanisim
  
• Multi-Cloud
• Multi-Cloud Storage Services for Analytical Workloads: Azure, AWS, and GCP
  
• ZooKeeper
• ZooKeeper, its importance and Installation
  
• Kafka
• Kafka Streams for Data Governance
  
• Messaging Platforms and Their Integration with the Big Data Ecosystem
  
• Spark
• Common Spark Applications
  
• Installing Spark in Ubuntu
  
• Spark-HIVE Metastore Integration
  
• Hive
• Configuring Spark as HIVE Execution Engine
  
• Installing and Configuring DbVisualizer in Ubuntu to Connect to a Remote Hive Warehouse
  
• Open Table Formats
• COW and MOR in Delta, Hudi, Iceberg
  
• Data Governance
• RoPA in Data Governance for Cloud Data Lakes
  
• Data Modelling
• Data Modeler: Half DBA and Half MBA
  
• Apache Superset
• Apache Superset Fundamentals & Installation
  
• Data Mesh
• Data Mesh – Starting Point
  
• Data Mesh vs. Data Fabric: A Comparative Perspective
  
2. Machine Learning
• NumPy
• Vectorization and Broadcasting: NumPy
  
3. Responsible AI
• Use Cases
• Balancing Pricing Analytics and Price Fixation in Hospitality
  
4. Generative AI (GenAI)
• Use Cases
• T5 for Hospitality Central Reservation System (CRS) Reporting Function
  
5. Robotics
• Use Cases
• Edge Robots and Federated Learning
  
6. Management
• Human Resource
• Effective Rewards and Recognition Framework
  
• Others
• Leveraging GCCs
  
• Status Quo in Global Capability Centres (GCCs)
  
• High-Impact Go-to-Market Strategy for Technology Consulting Firms in the Data and AI Space
  
7. Domain Knowledge
• Hospitality
• Hotel KPIs – In a Nutshell
  
• Front Office Management in a Hotel and Related IT Systems
  
• Global Distribution Systems (GDS)