Hey there, I'm wrapping up my year long exploration around quantum tech in 2025, yes this is my second of its kind next to "Kutty Story on Quantum - Wrap of my Quantum Odyssey 2024". To be honest I was so active by last year, yet I started my career in Quantum in 2025, a transition phase from academic to industry. Ok whatever let's wrap it up, FYI you may not expect any scientific details in quantum, its all about personal journey in Quantum tech. I was in huge disappointment by dec 2024, so I did planned lot of things as expected I'm not able to execute many. I spend very less amount of time in my thesis compared 2024, and yes it has been submitted successfully. Graduated from IIT Jodhpur - Masters in Quantum Technology. Really so thankful to QIC department, IIT Jodhpur, especially inspiring Professors such as Prof Atul Kumar, Prof V Narayanan, Prof Kirankumar Hiremath and others. I really made lot friends and all my batchmates are in very good place now, I wis...
QML — It’s a complete new domain of research area which combines Principle of Quantum Computing and Machine Learning together. This is one of sub-group of Quantum computing. There will be series of blogs on QML starting from encoding mechanism to optimization. Not just limited to theory, there will be python code implementation as well. Qiskit will be the predominant library and here and there we will touch upon Pennylane and Cirq. So before continuing Quantum Computing, Machine learning and Deep Learning Algorithms, Qiskit, Pennylane will be considered as pre requisite. Image generated by napkin.ai One big question arises Why someone need QML ? There are some problems which cannot be solved classically, where quantum computing helps to achieve it with better performance. In some cases QML has given good results than classical machine learning. However QML is not as easy as ML, the difficulty starts with data encoding itself. One has to encode classical dataset into respective quantum ...