Passive seismic surveys have attracted interest for use in many geological and geotechnical applications in the past few decades, mainly in reconstructing models of near-surface properties. They are also of interest in the mineral exploration of shallow deposits where targets lay on or within the bedrock and are covered by loose sediments above. The goal of this article was to test the effectiv…
This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine learning classifiers such as logistics regression, k-NN, decision trees, random forests, and SVMs. Next the book covers deep learning architectures such as CNNs, RNNs, LSTMs, and auto encoders. Keras-based code samples are included to supple…
Perkembangan teknologi adalah keniscayaan. Berkat dorongan inovasi, tekbologi dharapkan dapat menjadi jawaban untuk membuat hidup manusia menjadi lebih baik. Pada beberapa tahun terakhir, dinamika sosioteknis ini terlihat jeas pada teknologi yang sedang tumbuh secara progresif di Indonesia: big data, kecerdasan buatan, blaclcbain, dan teknolog finansial. Perkembangan keempat teknologi tersebut…