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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Flexible Class Options
- Week End Classes For Professionals SAT | SUN
- Corporate Group Trainings Available
- Online Classes – Live Virtual Class (L.V.C), Online Training
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