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Statistics and Probability for Engineering Applications Form

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Statistics and Probability for Engineering Applications Form

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[Music] hi welcome back to the course foundations for machine learning We are continuing to learn some mathematical foundations in this lecture we will look at some fundamentals of probability that you need to be aware of if you want to become a serious machine learning engineer this lecture is aimed specifically for beginners so some of the concepts if you are very familiar with probability you will find very trivial but if you are learn if you are a beginner or if you're learning for the first time you will definitely enjoy this so uh let's try to understand some basic concepts without going into the extreme details of probability which we may not need uh when we are further going ahead and learning machine learning so first I want to uh emphasize on the fact that two most important things that are needed in machine learning is conditional probability and base theorem so when we say fundamentals of probability we'll be focusing primarily on addtional probabili

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