docs: remove height attributes and clean up formatting in README

Author: Raghu0703

README.md

@@ -1,43 +1,40 @@
 <div align="center">
 <!-- Title: -->
   <a href="https://github.com/TheAlgorithms/">
-    <img src="https://raw.githubusercontent.com/TheAlgorithms/website/1cd824df116b27029f17c2d1b42d81731f28a920/public/logo.svg" height="100">
+    <img src="https://raw.githubusercontent.com/TheAlgorithms/website/1cd824df116edb497c67622aa794356b1cda9c6e/public/logo.svg" height="100">
   </a>
   <h1><a href="https://github.com/TheAlgorithms/">The Algorithms</a> - Python</h1>
-
 <!-- Labels: -->
   <!-- First row: -->
   <a href="https://gitpod.io/#https://github.com/TheAlgorithms/Python">
-    <img src="https://img.shields.io/badge/Gitpod-Ready--to--Code-blue?logo=gitpod&style=flat-square" height="20" alt="Gitpod Ready-to-Code">
+    <img src="https://img.shields.io/badge/Gitpod-Ready--to--Code-blue?logo=gitpod&style=flat-square" alt="Gitpod Ready-to-Code">
   </a>
   <a href="https://github.com/TheAlgorithms/Python/blob/master/CONTRIBUTING.md">
-    <img src="https://img.shields.io/static/v1.svg?label=Contributions&message=Welcome&color=0059b3&style=flat-square" height="20" alt="Contributions Welcome">
+    <img src="https://img.shields.io/static/v1.svg?label=Contributions&message=Welcome&color=0059b3&style=flat-square" alt="Contributions Welcome">
   </a>
-  <img src="https://img.shields.io/github/repo-size/TheAlgorithms/Python.svg?label=Repo%20size&style=flat-square" height="20">
+  <img src="https://img.shields.io/github/repo-size/TheAlgorithms/Python.svg?label=Repo%20size&style=flat-square" alt="Repo size">
   <a href="https://the-algorithms.com/discord">
-    <img src="https://img.shields.io/discord/808045925556682782.svg?logo=discord&colorB=7289DA&style=flat-square" height="20" alt="Discord chat">
+    <img src="https://img.shields.io/discord/808045925556682782.svg?logo=discord&colorA=00c853&colorB=00c853&label=Discord&style=flat-square" alt="Discord">
   </a>
   <a href="https://gitter.im/TheAlgorithms/community">
-    <img src="https://img.shields.io/badge/Chat-Gitter-ff69b4.svg?label=Chat&logo=gitter&style=flat-square" height="20" alt="Gitter chat">
+    <img src="https://img.shields.io/badge/Chat-Gitter-ff69b4.svg?label=Chat&logo=gitter&style=flat-square" alt="Gitter chat">
   </a>
-
   <!-- Second row: -->
   <br>
   <a href="https://github.com/TheAlgorithms/Python/actions">
-    <img src="https://img.shields.io/github/actions/workflow/status/TheAlgorithms/Python/build.yml?branch=master&label=CI&logo=github&style=flat-square" height="20" alt="GitHub Workflow Status">
+    <img src="https://img.shields.io/github/actions/workflow/status/TheAlgorithms/Python/build.yml?branch=master&label=CI&style=flat-square&logo=github" alt="GitHub Workflow Status">
   </a>
   <a href="https://github.com/pre-commit/pre-commit">
-    <img src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white&style=flat-square" height="20" alt="pre-commit">
+    <img src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white&style=flat-square" alt="pre-commit">
   </a>
   <a href="https://docs.astral.sh/ruff/formatter/">
-    <img src="https://img.shields.io/static/v1?label=code%20style&message=ruff&color=black&style=flat-square" height="20" alt="code style: black">
+    <img src="https://img.shields.io/static/v1?label=code%20style&message=ruff&color=000&style=flat-square" alt="code style: ruff">
   </a>
-
 <!-- Short description: -->
   <h3>All algorithms implemented in Python - for education 📚</h3>
 </div>
 
-Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.
+Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your own risk.
 
 ## 🚀 Getting Started
 
@@ -49,4 +46,4 @@ We are on [Discord](https://the-algorithms.com/discord) and [Gitter](https://git
 
 ## 📜 List of Algorithms
 
-See our [directory](DIRECTORY.md) for easier navigation and a better overview of the project.
+See our [directory](DIRECTORY.md) for easier navigation and a better overview of all the algorithms.