AI beam selection for 5G mmWave
Pick the best antenna beam for a moving user with machine learning instead of a full beam sweep.
Full brief & 1 open dataset →Courses
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→ Working professionals → Graduates looking for a job → College students Why Us Blog Careers Contact Book Weekend DemoElectronics and electrical projects now meet AI everywhere: signal classification, predictive maintenance, smart grids, wireless and embedded systems. These briefs give ECE, EEE, instrumentation, robotics and mechatronics students a project that uses their core subject and adds machine learning on top.
Every brief comes with free, open datasets, so you can work with real sensor, signal or grid data even without lab hardware.
Pick the best antenna beam for a moving user with machine learning instead of a full beam sweep.
Full brief & 1 open dataset →Put the most urgent chest X-rays at the top of a radiologist's list.
Full brief & 2 open datasets →Detect attacks in network traffic and explain each alert to a security analyst.
Full brief & 2 open datasets →Predict how many cycles a turbofan engine has left before it needs maintenance.
Full brief & 1 open dataset →Segment roads, vehicles and people in driving images from Indian traffic.
Full brief & 3 open datasets →Forecast a solar plant's output from the weather and flag inverters that under-perform.
Full brief & 3 open datasets →Recognise defect patterns on silicon wafer maps and link them to process faults.
Full brief & 2 open datasets →Detect and classify bearing faults in rotating machines from vibration data.
Full brief & 1 open dataset →Classify heartbeats from ECG signals, small enough to run on a wearable.
Full brief & 1 open dataset →Estimate a lithium-ion battery's state of health from its charge and discharge cycles.
Full brief & 1 open dataset →Forecast a home's electricity use and show where the energy goes.
Full brief & 2 open datasets →Tell phishing websites from genuine ones using features of their address and page.
Full brief & 1 open dataset →Predict a combined-cycle power plant's output from the ambient conditions.
Full brief & 1 open dataset →Recognise the modulation type of a radio signal from raw samples.
Full brief & 1 open dataset →Predict which mobile customers are about to leave and why.
Full brief & 1 open dataset →Pick a real problem in your city and build an open-data app that helps solve it.
Full brief & 3 open datasets →Flag likely fake or misleading news articles and explain why.
Full brief & 2 open datasets →Tell the story of your home district with official open data.
Full brief & 3 open datasets →Find what makes restaurants in Bengaluru succeed on a food-delivery platform.
Full brief & 1 open dataset →Build the sales dashboard a retail chain's managers would check every Monday.
Full brief & 2 open datasets →Find students at risk of failing early in the term, so teachers can help in time.
Full brief & 2 open datasets →Track how India and its states are progressing on the UN Sustainable Development Goals, and where they lag.
Full brief & 3 open datasets →Pick one of these briefs or bring your own idea. Work alone or in a team, hand in each milestone to a mentor, and finish with a certificate anyone can check.