IBM Cloud Pak for Data with Watson Machine Learning and Cloud Object Storage, on IBM Cloud

Andi Sama — CIO, Sinergi Wahana Gemilang with Cahyati S. Sangaji, Nurholis Seha, and Andrew Widjaja

#SWG #SinergiWahanaGemilang #IBM #CloudPakforData #CP4D #AutoAI #IBMAutoAI #MaximoVisualInspection

TLDR;
- Build and Deploy a Machine Learning model using AutoAI (text-based dataset).
- Illustrated on a use case for predicting customer satisfaction for airline passengers (Kaggle dataset).
- Implemented with IBM AutoAI, as part of IBM Cloud Pak for Data on IBM Cloud.

Building an AI (or Machine Learning) model is a complex task. Machine learning and deep learning…

The Potentials and Commercial Applications in the NISQ era

Andi Sama — CIO, Sinergi Wahana Gemilang

TL;DR;
- The potentials and commercial applications in the NISQ era for Quantum computing, Quantum communication, and Quantum sensing.
- Quantum computing applications for optimization, machine learning, and chemistry. Quantum communication applications with classical (e.g., PQC) or Quantum approach (e.g., QKD). Quantum sensing applications for medical devices, aerospace, and defense industries.

”Finding appropriate algorithms and problems is really challenging for Quantum Computers now,“ said Rupak Biswas, Ph.D., Director of NASA Exploration Technology, who mentioned this during one of the keynote speeches.

On Monday, at…

Andi Sama — CIO, Sinergi Wahana Gemilang

TL;DR;
Starting with IBM in 2016, more and more big industry players and startups have been providing cloud-access to quantum computers (Quantum Computing as a Service), along with related quantum software development kits, whether developed in-house or through strategic partnerships. Among others are Alibaba, D-Wave, Rigetti, AWS, Microsoft, and Xanadu.
VCs have been selectively increasing their investment in quantum computing startups. At the same time, they can not be sure who will be the winner(s), especially on the foundation hardware technologies to build the basic quantum computation unit, the qubit.

Pioneering by IBM…

Artificial Intelligence dan Potensinya

Andi Sama — CIO, Sinergi Wahana Gemilang

#SWG #SinergiWahanaGemilang #IBM #IBMIndo #InovasiIndonesia

TLDR; Artificial Intelligence (AI) saat ini dan potensinya di masa depan. Dilengkapi dengan proses pembuatan AI-model (AI data flow) serta contoh-contoh penerapan praktis yang berbasiskan image processing (computer vision), natural language processing, dan transformer.

Samsung TV terbaru telah menghadirkan fitur AI-Upscaling berbasis Convolutional Neural Network (CNN) yang memungkinkan streaming content dengan resolusi ‘rendah’ (HD, High Definition atau juga sering disebut sebagai Full HD)) di-upscale menjadi 4K (Ultra-HD) atau bahkan 8K.

Dalam acara Indonesia AI Summit 2020 yang baru saja selesai diadakan pada pertengahan bulan…

Teleportation and the reality in Quantum Mechanics

Andi Sama — CIO, Sinergi Wahana Gemilang

TL;DR: Object teleportation is still just science-fiction as demonstrated in the Star Trek movie. However, quantum information teleportation is possible, conforming to the laws of quantum mechanics.

When mentioning Teleportation, our imagination may go as wild as Star Trek’s transporter platform's ability to beam objects from one location to another. The first teleportation appeared in “the original Star Trek series,” pilot episode “The Cage,“ completed in early 1965 (Wikipedia, 2020d).

Well, hold your breath — the reality is not as wild as our imagination like in…

The Power of Artificial Intelligence for Precision Marketing

Andi Sama — CIO, Sinergi Wahana Gemilang with Saptarina.

TLDR: The application of Artificial Intelligence, implemented by Netflix for recommending the next movies to watch, based on previous viewing activities.

2020 may not be the year for many of us expect to be. We can not do activities as we used to be. Planned family vacations have been postponed, and physical events have been mostly converted to virtual. Worldwide regional and global face to face conferences & exhibitions have also been canceled and rescheduled with no clear target dates even for 2021.

…

Recent Advancements, IBM Quantum Experience

Andi Sama — CIO, Sinergi Wahana Gemilang

Artikel ini merupakan update dari artikel sebelumnya (2019)

Quantum Advantage, adalah kondisi yang secara potensial menempatkan kemampuan suatu quantum computer jauh melebihi kemampuan supercomputer konvensional yang paling canggih sekalipun. IBM memprediksi bahwa titik awal menuju Quantum Advantage akan terjadi di tahun 2023, dengan rencana diluncurkannya IBM Quantum Computer berbasis 1121 qubit (IBM, 2020f).

Komputer berbasis kuantum yang ditujukan untuk melakukan problem solving untuk hal-hal yang bersifat sangat kompleks inilah yang sedang aktif dikembangkan oleh IBM, salah satunya di pusat riset IBM Thomas J. Watson Research Center, Yorktown Heights…

An Image Classification use-case by Quantum Transfer Learning

Andi Sama — CIO, Sinergi Wahana Gemilang and Cahyati S. Sangaji with Agung Trisetyarso, PhD

*** Supporting files (Python Notebook, images) for this article are available in github.
*** Articles on General Introduction to Quantum Computing are available in "Meneropong Masa Depan: Quantum Computing" (Indonesian), "The Race in Achieving Quantum Supremacy & Quantum Advantage" (English), "Hello Many Worlds in Quantum Computer" (English), "Quantum Teleportation" (English), and "Quantum Random Number Generator"(English).

#IBM #IBMCloud #QuantumExperience #Qiskit #QuantumSimulator #HybridMachineLearning #QML #QuantumMachineLearning #Google #Cirq #Xanadu #Pennylane #IBMPOWER #IBMPOWER-AC922

Quantum Machine Learning has the big potential to…