Learn how to write efficient code, and explore profilers to help you identify where your code is spending most of its time. Study data structures and understand which ones are right for you to use. These include lists, tuples, dictionaries, sets, and expensive loops. Solve a complex slowness problem in real time and understand how using threads can make the execution of your code much quicker.

0:00 Writing Efficient Code
4:25 Using the Right Data Structures
8:19 Expensive Loops
12:54 Keeping Local Results
17:44 Slow Script with Expensive Loop
25:35 Parallelizing Operations
32:00 Slowly Growing in Complexity
36:13 Dealing with Complex Slow Systems
40:18 Using Threads to Make Things Go Faster

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