Data Scientist, Data Engineering and Governance

The Data Scientist, Data Engineering and Governance course is designed to provide a comprehensive understanding of the role of a data scientist, data engineering, and data governance in modern organizations

Course Key Learnings:

• Understanding the role of a data scientist
• Introduction to data engineering:
• Data governance
• Collaborative Data Science
• Big Data Analytics

Course Content:

Module 1: Foundation Business Analysis

• Introduction to Business Analysis in the context of AI
• Understanding business requirements for AI projects
•  Stakeholder analysis and engagement
•  SWOT analysis and its application to AI initiatives
•  Case studies and examples related to Business Analysis in AI

Module 2: Foundation Storytelling

• Importance of storytelling in Data Science and AI
• Crafting a compelling narrative for AI projects
• Communicating complex AI concepts to non-technical stakeholders
•  Visual storytelling techniques for presenting AI insights
• Practical exercises and group discussions on effective storytelling

Module 3: Entity Relationship Modelling

• Basics of Entity Relationship Modelling (ERM)
•  Application of ERM in AI projects
•  Creating entity-relationship diagrams for AI datasets
•  Normalization and demoralization in the context of AI databases
• Hands-on exercises to build ER diagrams for AI scenarios

Module 4: Data Engineering

•  Overview of Data Engineering in AI
• Extract, Transform, Load (ETL) processes for AI data
• Data preprocessing techniques for machine learning models
•  Data integration and cleaning for AI applications
•  Tools and frameworks for Data Engineering in AI

Module 5: Data Governance and Data Architecture

•  Importance of metadata in AI projects
•  Designing Data Architecture for AI systems

Module6: Inclusion of CDMP Principles in Training

• Overview of CDMP (Certified Data Management Professional) principles
•  Integrating CDMP principles into AI projects
• Aligning AI initiatives with CDMP standards
•  Compliance and ethical considerations in AI and data management
• Group discussions and case studies related to CDMP in AI

International student Fee :  US1000$

Job Interview Questions 

• Top 50 Big Data Interview Questions And Answers
• 15 Must Know Big Data Interview Questions and Answers
• Tough Open-Ended Job Interview Questions
• Job Interview Question- What are You Passionate About?
• How to Prepare for a Job Promotion Interview
• Data Sciences Job Interview Must Know Questions 
• Python Job Interview Questions and Answers
• Data Sciences Job Interview Questions and Answers
• Machine Learning Job Interview Questions

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