From 402104665e8afad2f14b5a2dc892f52097350270 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Wed, 20 Aug 2025 15:17:39 +0100 Subject: [PATCH] chore: sync content to repo (#9057) Co-authored-by: kamranahmedse <4921183+kamranahmedse@users.noreply.github.com> --- .../content/introduction@MEL6y3vwiqwAV6FQihF34.md | 4 +++- .../ml-engineer-vs-ai-engineer@GHO6lN3GTiIRH1P70IRaZ.md | 4 +++- .../content/what-is-an-ml-engineer@FgzPlLUfGdlZPvPku0-Xl.md | 4 +++- 3 files changed, 9 insertions(+), 3 deletions(-) diff --git a/src/data/roadmaps/machine-learning/content/introduction@MEL6y3vwiqwAV6FQihF34.md b/src/data/roadmaps/machine-learning/content/introduction@MEL6y3vwiqwAV6FQihF34.md index f6ecaa676..1a77cccb0 100644 --- a/src/data/roadmaps/machine-learning/content/introduction@MEL6y3vwiqwAV6FQihF34.md +++ b/src/data/roadmaps/machine-learning/content/introduction@MEL6y3vwiqwAV6FQihF34.md @@ -1 +1,3 @@ -# Introduction \ No newline at end of file +# Introduction to Machine Learning + +Machine learning is about creating computer programs that can learn from data. Instead of being explicitly programmed to perform a task, these programs improve their performance on a specific task as they are exposed to more data. This learning process allows them to make predictions or decisions without being directly told how to do so. \ No newline at end of file diff --git a/src/data/roadmaps/machine-learning/content/ml-engineer-vs-ai-engineer@GHO6lN3GTiIRH1P70IRaZ.md b/src/data/roadmaps/machine-learning/content/ml-engineer-vs-ai-engineer@GHO6lN3GTiIRH1P70IRaZ.md index dc7e4e047..8c5585714 100644 --- a/src/data/roadmaps/machine-learning/content/ml-engineer-vs-ai-engineer@GHO6lN3GTiIRH1P70IRaZ.md +++ b/src/data/roadmaps/machine-learning/content/ml-engineer-vs-ai-engineer@GHO6lN3GTiIRH1P70IRaZ.md @@ -1 +1,3 @@ -# ML Engineer vs AI Engineer \ No newline at end of file +# ML Engineer vs. AI Engineer + +An ML Engineer primarily concentrates on building, deploying, and maintaining machine learning models in production environments. An AI Engineer, on the other hand, typically has a broader scope, encompassing the design and development of entire AI systems, which may include components beyond just machine learning, such as natural language processing, computer vision, and robotics. \ No newline at end of file diff --git a/src/data/roadmaps/machine-learning/content/what-is-an-ml-engineer@FgzPlLUfGdlZPvPku0-Xl.md b/src/data/roadmaps/machine-learning/content/what-is-an-ml-engineer@FgzPlLUfGdlZPvPku0-Xl.md index 1009c5586..c397b7180 100644 --- a/src/data/roadmaps/machine-learning/content/what-is-an-ml-engineer@FgzPlLUfGdlZPvPku0-Xl.md +++ b/src/data/roadmaps/machine-learning/content/what-is-an-ml-engineer@FgzPlLUfGdlZPvPku0-Xl.md @@ -1 +1,3 @@ -# What is an ML Engineer? \ No newline at end of file +# ML Engineer + +An ML Engineer focuses on building, deploying, and maintaining machine learning systems in production. They bridge the gap between data science and software engineering, taking models developed by data scientists and making them scalable, reliable, and efficient for real-world applications. This involves tasks like data pipeline construction, model deployment, performance monitoring, and infrastructure management. \ No newline at end of file