Specialized Course
Providing the best learning experience.
• Introduction to RapidMiner environment
• Data preparation and preprocessing step
• Building predictive analytics models
•Model evaluation and deployment basics
• Automated machine learning workflow
- Data integration using Pentaho tools
- ETL job design and execution
- Working with transformation and step
- Repository management and scheduling
- Reposting and dashboard development
• ELT concepts and Informatics architecture
• Data integration and transformation techniques
•Mapping , workflow , and session handling
• Error handling and debugging strategies
• Performance tuning and optimization
• Power BI interface overview
• Data import and transformation
• DAX formulas and measures
• Visualizations and dashboard creation
• Report sharing and publishing
• Connecting data sources to Tableau
• Dimension and measure concept
• Creating visual charts ang graphs
• Dashboard creation and filtering
• Sharing interactive dashborad
• Cloud concepts and global infrastructure
• Core AWS services overview
• Pricing and billing fundamentals
• AWS shared responsibility model
• Security and compliance essentials
• Azure services and architecture
• Resources groups and management tools
• Storage and compute services overview
• Azure pricing and SLAs
• Security and identity solution
• GCP architecture and product overview
• Compute Engine and Cloud Storage
• BigQuery and Cloud Function basics
• Billing and Cost Management
• IAM and security controls
• Footprinting and reconnaissance techniques
• Scanning and vulnerability assessment
• System hacking malware threats
• Networks and wireless attacks
• Pen testing and reporting basics
• Linux OS and file system basics
• Command line and permissions
• Package management and update
• Shell scripts and automation
• Users and process handling
• Version control Fundamentals
• Repositories and commit handling
• Branching and merging concepts
• Conflicts resolution and pull requests
• GitHub collaboration workflow