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Kerangka Materi
Pendahuluan Mekanika Kuantum
- Prinsip dasar mekanika kuantum
- Status kuantum dan qubit
- Superposisi dan entanglement
Dasar Pemrograman Kuantum
- Sirkuit kuantum dan gerbang kuantum
- Pengukuran kuantum dan manipulasi qubit
- Pendahuluan algoritma kuantum
Algoritma Kuantum
- Tinjauan algoritma kuantum
- Transformasi Fourier kuantum dan aplikasinya
- Algoritma Grover untuk pencarian database
AI dan Machine Learning Kuantum
- Algoritma machine learning kuantum
- Jaringan saraf kuantum
- Potensi aplikasi AI kuantum
Tantangan dan Masa Depan AI Kuantum
- Tantangan teknis dalam AI kuantum
- Pertimbangan etis dan dampak sosial
- Tren dan arah penelitian masa depan dalam AI kuantum
Proyek Lab
- Menyimulasikan algoritma kuantum menggunakan Qiskit atau kerangka pemrograman kuantum yang serupa
- Mengembangkan model dasar machine learning kuantum
- Bekerjasama dalam proyek kelompok untuk memproposkan aplikasi inovatif AI kuantum
Ringkasan dan Langkah Selanjutnya
Persyaratan
- Pemahaman dasar tentang algebra linear dan mekanika kuantum
- Familiarity with Python programming
Peserta
- Profesional AI
- Peneliti AI
14 Jam
Testimoni (1)
Quantum computing algorithms and related theoretical background know-how of the trainer is excellent. Especially I'd like to emphasize his ability to detect exactly when I was struggling with the material presented, and he provided time&support for me to really understand the topic - that was great and very beneficial! Virtual setup with Zoom worked out very well, as well as arrangements regarding training sessions and breaks sequences. It was a lot of material/theory to cover in "only" 2 days, wo the trainer had nicely adjusted the amount according to the progress related to my understanding of the topics. Maybe planning 3 days for absolute beginners would be better to cover all the material and content outlined in the agenda. I very much liked the flexibility of the trainer to answer my specific questions to the training topics, even additionally coming back after the breaks with more explanation in case neccessary. Big thank you again for the sessions! Well done!
