Experiment Step Experiment produces \raw data? In measured units(volts, seconds, Ibs, .... Organization determined by recording method (notebook, tabular form, database,....) · Take data early to check-out- experiment Do some \quick data reduction/analysis\ during

Progress reports are essential Often part of Provide precise scheduled deliverables technical description Maintain contact with of work as project funding Sources develops and/or industry partners, and changes

Quick review 1. Show the reader what s/he needs to see 2. Plan the sequence and directionality 3. Think about the focal point of the graphic 4. Integrate labels units of measurement. and information

To create effective parts/whole or process graphics 1. Show the reader what s/he needs to see. Choose appropriate type of graphic For example, what is the difference between a photo and a drawing?

复旦大学：《基因组学》课程教学资源（学习资料）美科学家绘出玉米基因组草图

复旦大学：《基因组学》课程教学资源（学习资料）美国提出基因测序数据分类新标准

Variables 　 Independent Variable: a quantity that you will vary and control E. G. angle of attack, chamber pressure or temperature, coefficient in algorithm, luminosity, gain O Parameter: a quantity that is set or otherwise determined

Why be concerned about ethics? Science and engineering are professions whose integrity rely on the participants behaving in ethical ways. Unethical behavior can lead to loss of life, property, or other resources. Individuals can also lose respect and their reputation

Topics Grading rubrics for written proposals Content Communication Grading distribution between content and communication Dealing with multiple graders Division of work within teams

Audience analysis elements Know four key facts about readers and listeners. Consider the level of technical expertise of your audience. Understand why they are reading. then... plan communication strategy and information organization