Mastering Python: 0/1 -> 1/0 | Beginner to Advanced

Learn to perform numeric calculations in Python using operators (+, -, *, /, %, //, **), create variables with proper naming, and identify int, float, string, boolean types with type().

Compare tuples and lists to show immutability of tuples versus mutability of lists. Demonstrate basic tuple operations—indexing, length, count, index, unpacking, and nesting—and creation via tuple() or parentheses.

Master dictionary operations in Python by creating country and capital pairs using keys and values. Update, fetch, add, and remove entries with get, update, and del or pop, as shown.

Explore dictionaries and sets in Python, learn dictionary creation, copying, deletion, and access methods, plus set properties like uniqueness and common operations such as add, update, and clear.

Learn to build an ATM in Python using if-else statements, read and verify a pin, display the bank balance, and process withdrawals with balance checks and updates.

Master for loop techniques in Python by summing list elements using direct and indirect indexing, and applying break and continue to control iteration.

Mastering Python: learn how the while loop differs from a for loop, apply initialization, condition, and increment, and solve factorials and list-occurrence counts with while loops.

Explore how to create and call user-defined functions in Python. Wrap a console input string into a list of integers and compute the average using a loop or list comprehension.

Explore numpy's where and concatenate to categorize data from a uniform distribution, create 2x5 arrays, and use the linear algebra module to compute determinants, eigenvalues, eigenvectors, and inverses.

Install and import pandas, then create and manipulate a series from dictionary, lists, and arrays, exploring index, values, and data access with loc and iloc, plus sorting by index.