Data
Data Roadmaps
Learn Data Roadmaps with the Practica AI Coach
The Practica AI Coach helps you improve in Data Roadmaps by using your current work challenges as opportunities to improve. The AI Coach will ask you questions, instruct you on concepts and tactics, and give you feedback as you make progress.Curated Learning Resources
- Creating a Data RoadmapData leaders must consider cross-functional priorities in creating their team's roadmap for the year ahead. The roadmap must be specific and detailed and communicate the team's priorities, as well as excite and clarify the team for the coming year. Leaders should present their roadmaps to relevant cross-functional partners, the team and Leadership, and tie each high-level strategic goal to the company's objectives. The roadmap should cover areas of focus, sync with functional leaders, and highlight cross-team dependencies. Additionally, leaders should write down estimated timing for completion and key stakeholders impacted for each project.
Related Skills
- ROI for Data Work
- MLOps Platforms
- Prioritization for Data Work
- Structuring Data Teams
- Effective Dashboards
- SQL
- Machine Learning
- Data Science Career Ladders
- Data Engineering
- Neural Networks
- Analytics
- Analysis Documentation
- Data Infrastructure
- Cohort Analysis
- Data Tools
- ETL
- Data Soft Skills
- Data Dictionary
- Data Governance
- Event Data
- Personalization
- OCR
- Data Warehouse
- Deep Learning
- Sampling Algorithms
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