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You know your research inside and out. You've read every paper, you know every word. Then when you are defending it, a question just catches you off God. Not because you don't know your work, but because you prepared for the wrong thing. Let me tell you what actually matters. Students get this wrong about defense preparation. They read their theses entirely cover to cover. Hoping to remember everything. This is not how you win in a defense. Defenses are about demonstrating that you can think about your work critically. Not just recite it. Let me tell you things that you need to focus on. First priority, you need to know your weakest points. Examiner don't usually ask about your strongest sections because I mean they're obviously solid. They will like to pro your weak points. So you should identify this before your defense. Where did I make a judgment call that I'm not 100% sure about? Where is my sample size smaller than ideal? Where did I choose a method where the other method was also defensible? Where is the one limitation that a critic will attack first? Write it down and prepare a clear honest answer for each of this. Second thing to pay attention to. Understand your medicinal choices deeply. You will be asked, why did you choose that method instead of this method? You should be ready to explain. What method did you choose and why? What the alternative would have been and why you rejected it? What that alternative would have offered and what it would have cost you. This is very important. The third priority, know the literature landscape, not just your citations. You may be asked how your work relates to a certain paper that you did not cite, but it's actually very relevant. This is a common not because you miss something important but because the field is broad. So before your defense check if any new thing has been added to the literature and be ready to show your awareness of the landscape. Fourth priority you must be ready to state your contribution in one sentence. You will be asked what is the contribution of your thesis. This should not require you to think on the spot at all. You need to prepare for this in advance. The fifth priority prepare for what would you do differently. This question is almost guaranteed. Have two to three thoughtful answers ready. Don't say nothing as As though this research was perfect, that will sound defensive and dishonest. And don't just give a list of regrets because you will give off a flood thesis. Look for two to three specific reasonable improvements. Six priority, know your data intimately, not just your conclusions. Why was the standard deviation so high in this particular measurement? What explains this one outlier in figure four? You got to be ready for that. Don't obsess about reading every sentence. Don't obsess about memorizing the whole thing. Just know your weak points, understand your method check the literature and understand the landscape, memorize your one sentence contribution, prepare two to three things that you will genuinely improve on the on the research. Know your data. I see you in the next one.