This week I wrapped up most of my second certificate and spent time finishing the remaining modules, which focused on how cloud systems actually work behind the scenes and how applications are run and scaled. It helped connect a lot of the concepts together, especially around infrastructure and basic security. I’m now getting ready to move into my third certificate which focuses on AI and language models and I’m looking forward to switching into something a bit more hands-on. Next week I plan to start that course and begin working through the first modules. So far everything has been going smoothly and I haven’t run into any major issues.
This week I focused a lot on understanding time complexity and recursive analysis. It was challenging at first to figure out how to break down recursive functions and write the correct recurrence relations. Applying the Master Theorem was especially tough because I had to carefully identify each part of the formula and decide which case applied. I also spent time reviewing the difference between Big O, Big Omega, and Big Theta, which helped me better understand how to describe the efficiency of an algorithm. These concepts took time to click but working through examples really helped.
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