AI and Data Scientist Roadmap
Step by step guide to becoming an Android developer.
Ask AI about AI and Data Scientist Roadmap
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1 People: Communication
One-on-One Meetings
Team Meetings
Status Reporting
Stakeholder Management
Cross-functional Collaboration
2 People: Leadership Skills
Delegation
Conflict Resolution
Feedback Delivery
Team Motivation
Trust/Influence Building
Emotional Intelligence
3 People: Team Development
Hiring and Recruitment
Team Structure and Design
Performance Evaluations
Career Development Planning
Mentoring and Coaching
4 Process: Execution
Agile Methodologies
Project Tracking
Milestone Management
Scope Management
Timeline Estimation
5 Process: Project Planning
Resource Allocation
Sprint Planning
Release Management
Capacity Planning
6 Process: Quality & Process
CI/CD Implementation
Development/Release Workflow
Testing Strategies
Technical Standards Setting
Security Best Practices
7 Technical: Foundational Knowledge
Software Engineering Background
System Design and Architecture
Technical Debt Management
Code Review Best Practices
Technical Documentation
8 Technical: Technical Strategy
Technical Roadmapping
Architectural Decision-Making
Build vs Buy Evaluation
Technical Risk Assessment
Scaling Infrastructure
9 Stakeholder Management
Executive Communication
Partner Management
Customer Relations
Documentation
10 Change Management
Technical Change
Team Change
Organizational Change
11 Risk & Incident Management
Risk Mitigation
Contingency Planning
Incident Management
Post-incident Analysis
12 Knowledge Management
Knowledge Bases
Mentoring Programs
Tech Talks / Brown Bags
Knowledge Transfer