Python Basics Print Import Pip Applied Ai With Python Batch 2 Class 5 Mohan Sivaraman

Summary

Hands-on dictionary practice: keys and values, updating and adding keys, mixed key types, and common pitfalls. Playlist: ... Writing your own functions: arguments, return values, isinstance checks and What prompt engineering is, open vs closed models, zero-shot and role-based prompting, using Markdown files for better prompts ... String manipulation, type casting a string to a list, split, and list methods append, insert and more. Playlist: Default and keyword arguments, *args and **kwargs, and when each one is the right choice. Playlist: Structured vs unstructured data, CSV/Excel/JSON, supervised learning, regression vs classification, categorical vs numerical data, ... Exploring a dataset with Pandas: info, describe, shape, dtypes, categories, map and drop. Playlist: Iterating over strings, enumerate for index and value, for loops with break and continue, and practice problems. Playlist: Iterating over lists and strings with for loops and range, list comprehension, sorting and reversing a list. Playlist: