Terms you'll need to understand:
Query Analyzer
SQL Profiler
System Monitor
Trace
Filter
Execution plan
Query Optimizer
Techniques you'll need to master:
Viewing current activity
Tracing activity over time
Utilizing the System Monitor
Tracing operations with the SQL Profiler
Diagnosing execution plans
Troubleshooting locking behavior