Articles by Dmytro Spodarets
163 items
DataScience Digest — 26.05.21
PyCaret 101, NVIDIA Deepstream Quickstart, Machine Learning Pipeline Optimization with TPOT, Korean Language Understanding Evaluation, GTC On-Demand, and more...
May 26, 2021
DataScience Digest — 19.05.21
Release of GPT-Neo, Data Scientist vs Machine Learning Engineer skills, teaching AI how to forget at scale, diffusion models beat GANs on image synthesis, and more...
May 19, 2021
DataScience Digest — 13.05.21
News What was new last week? AI is ready to take on rare diseases [https://techcrunch.com/2021/05/06/ai-is-ready-to-take-on-a-massive-healthcare-challenge/] that cost us $1 trillion yearly. Though rare diseases affect fewer than 200,000 people, their diagnosis and treatment are super expensive. Because ~80% of rare diseases are genetic (and, by now, we have lots of tools to handle genetic data), advances in AI and analytics technology can make it easier to diagnose them earlier, thus making pre
May 13, 2021
Data Science Digest — 05.05.21
Articles Deep Learning for Audio with the Speech Commands Dataset [https://towardsdatascience.com/deep-learning-for-audio-with-the-speech-commands-dataset-79f7023de903] If you want to learn how to train a simple model on the Speech Commands audio dataset, this article by Peter Gao is for you. He explains how to choose a dataset and handle data, how to train, test, and tune the model, and, most importantly, how to do error analysis (and analyze failure cases) to improve model performance over tim
May 5, 2021
Data Science Digest — 28.04.21
Articles Time Series Anomaly Detection with PyCaret [https://towardsdatascience.com/time-series-anomaly-detection-with-pycaret-706a6e2b2427] In this step-by-step tutorial, Moez Ali explains how to detect anomalies in time series data using PyCaret’s Unsupervised Anomaly Detection Module. He dives deep into what anomaly detection is and explores business use cases, and then demonstrates how you can train and evaluate anomaly detection models with PyCaret, label anomalies, and analyze the results.
Apr 28, 2021
Data Science Digest — 21.04.21
Hi All, I’m pleased to invite you all to enroll in the Lviv Data Science Summer School [https://apps.ucu.edu.ua/en/summerschool-ds/], to delve into advanced methods and tools of Data Science and Machine Learning, including such domains as CV, NLP, Healthcare, Social Network Analysis, and Urban Data Science. The courses are practice-oriented and are geared towards undergraduates, Ph.D. students, and young professionals (intermediate level). The studies begin July 19–30 and will be hosted online.
Apr 21, 2021
Data Science Digest — We Are Back!
Hi All, I have some good news for you… Data Science Digest is back! We’ve been “offline” for a while, but no worries — You’ll receive regular digest updates with top news and resources on AI/ML/DS every Wednesday, starting today. Currently, I’m working on adding more content types to the digest, coming soon: webinars, interviews, quizzes, surveys, and much more. If you’re more used to getting updates every day, follow us on social media: Telegram - https://t.me/DataScienceDigest Twitter - ht
Apr 14, 2021