PinnedPublished inLevel Up CodingTPOT AutoML and cuDFThis is a complete pipeline for developing a Machine Learning model. In this article, we will focus on the tasks within the red box…Feb 21Feb 21
PinnedPublished inLevel Up CodingCompute Bound & Memory BoundIn any program, we need to do 2 things:Jan 7Jan 7
What is Fine-tuning & Transfer-learning? Which one should we use?Fine-tuning and Transfer-learning are widely used terms in deep learning. While both aim to adapt models to predict on custom datasets…Feb 3Feb 3
Data analyst and Data processing in a single lineWhen tackling a Machine Learning problem, the first essential steps are data analysis and data processing. In this article, I will guide…Sep 19, 20241Sep 19, 20241
RAPIDS in handle dataIn chapter 01, we mentioned using RAPIDS for processing and analyzing data with a GPU. In this article, I will guide you on how to use it.Sep 17, 2024Sep 17, 2024
RAPIDS in GPUNowadays, the increasing amount of data has made ETL (Extract, Transform, Load), also known as data analysis and processing, more complex…Sep 14, 2024Sep 14, 2024
GPU in AINowadays, with the rapid development of AI, the demand for its use is increasing, leading to a growing abundance of data and a wider…Aug 31, 2024Aug 31, 2024
Bandwidth — Throughput — LatencyWhen evaluating a piece of code or a program, three important concepts need to be considered: bandwidth, throughput, and latency. However…Jun 27, 20241Jun 27, 20241