<p class="isSelectedEnd">Modern vehicles and heavy machinery can generate a lot of information related to operating conditions, maintenance and component performance.

<p class="isSelectedEnd">Can Data Science with Python be used to predict when a component may require maintenance? For example, could historical engine temperature, operating hours, hydraulic pressure or failure records be analyzed to identify patterns?

<p class="isSelectedEnd">Machine learning could potentially be useful for predictive maintenance, but I&rsquo;m curious about how much data is actually required before these models become reliable.

<p class="isSelectedEnd">For engineers considering a Data Science training institute in Bangalore, would learning Python, SQL, statistics and machine learning be enough to start working on these types of engineering applications?

I&rsquo;d be interested to hear from anyone working with vehicle diagnostics, fleet management or predictive maintenance.