From 8a276d8e0461dd403c79e976d865eeb8b03a5add Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 20 Aug 2025 20:39:57 +0600
Subject: [PATCH] chore: sync content to repo (#9059)

Co-authored-by: kamranahmedse <4921183+kamranahmedse@users.noreply.github.com>
---
 .../skills-and-responsibilities@BzZd-d5t63dY97SRSIb0J.md      | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/data/roadmaps/machine-learning/content/skills-and-responsibilities@BzZd-d5t63dY97SRSIb0J.md b/src/data/roadmaps/machine-learning/content/skills-and-responsibilities@BzZd-d5t63dY97SRSIb0J.md
index fe51f390b..d18d51511 100644
--- a/src/data/roadmaps/machine-learning/content/skills-and-responsibilities@BzZd-d5t63dY97SRSIb0J.md
+++ b/src/data/roadmaps/machine-learning/content/skills-and-responsibilities@BzZd-d5t63dY97SRSIb0J.md
@@ -1 +1,3 @@
-# Skills and Responsibilities
\ No newline at end of file
+# Skills and Responsibilities
+
+Machine learning roles require a blend of technical expertise and practical abilities. These roles involve designing, developing, and deploying machine learning models to solve real-world problems. Key skills include proficiency in programming languages like Python, a strong understanding of statistical concepts, and experience with machine learning frameworks. Responsibilities often encompass data collection and preprocessing, model selection and training, performance evaluation, and continuous model improvement.
\ No newline at end of file