Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Foula VagenaJanuary 19, 4pmonline (zoom) Abstract Graph based data science lets us leverage the power of relationships and structure in data to improve model prediction and answer previously intractable questions. In this tutorial we will first introduce the...
Oct 24, 2024 | 2021, diiP, Seminars + Hands-On Workshops
Foula VagenaApril 7, 4pmonline (zoom) Abstract Data science is the area of study which involves extracting insights from data using various scientific methods, algorithms, and processes. In this tutorial we will explain the need for data science and provide an...
Oct 24, 2024 | 2021, diiP, Seminars + Hands-On Workshops
Foula VagenaJune 2, 4pmonline (zoom) Abstract Deep Learning (DL for short) is a field of machine learning that is concerned with algorithms based on (artificial) neural networks and representation learning. The quintessential example of a deep learning model is...
Oct 24, 2024 | 2021, diiP, Seminars + Hands-On Workshops
Foula VagenaJuly 7, 4pmonline (zoom) Abstract Convolutional neural networks (CNNs), are a specialized kind of neural network for processing data that has a known, grid-like topology. Examples include time-series data, which can be thought of as a 1D grid taking...
Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops
Foula VagenaFebruary 16, 4pmonline (zoom) Abstract Machine learning is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their accuracy over time without being programmed to do so. When statistical...
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