How to fix ValueError: cannot reshape array of size x into shape (y) in Python

Hello, Dedicated Coders! 🖥️💡

We're excited to share with you our newest video, "How to solve ValueError: cannot reshape array of size x into shape (y) in Python". 🎥 This series is meticulously designed to arm you with knowledge 🧠 and skills 🛠️ to overcome frequent coding challenges.

Today, we will decipher 🔎 and resolve a common error faced by Python coders: the bit hard to solve ValueError: cannot reshape array of size x into shape (y). Here is a snapshot of the code of the video:

Troubling Scenario: ❗️

import numpy as np

Unwanted Result: 🚫
ValueError: cannot reshape array of size x into shape (y)

Effective Resolution: ✔️

import numpy as np

Desired Output: 🏁

array([[0, 1, 2, 3, 4],
[5, 6, 7, 8, 9]])

In this detailed walkthrough, we will illuminate 💡 the underlying cause of this error, and offer a comprehensive explanation: Code1 attempts to reshape a 10-element array into a 2x6 matrix, which requires 12 elements, causing a mismatch error. Code2 correctly reshapes the 10-element array into a 2x5 matrix, aligning element counts. 🎯

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