James MoonIntroduction to PyTorch: A Beginner’s Guide with Detailed ExplanationsWelcome to an enhanced beginner’s guide to PyTorch, where we not only introduce you to this powerful machine learning library but also…Mar 4Mar 4
James MoonQuick Takes on Recurrent Neural Networks (RNNs)In the fascinating realm of artificial neural networks, the Recurrent Neural Network (RNN) emerges as a unique powerhouse, adept at…Sep 15, 2023Sep 15, 2023
James MoonThe Intricacies of Deep Learning for Tabular DataDeep learning has revolutionized various fields such as computer vision, natural language processing, and speech recognition. While it has…Aug 25, 2023Aug 25, 2023
James MoonWhat is Self-Supervised Learning? An IntroductionSelf-supervised learning (SSL) has been creating waves in the world of artificial intelligence (AI) and machine learning. If you’ve been…Aug 25, 2023Aug 25, 2023
James MoonUnderstanding RMSprop: A Visual GuideRMSprop, which stands for Root Mean Square Propagation, is an optimization algorithm derived from Rprop (Resilient Propagation). It’s used…Aug 24, 2023Aug 24, 2023
James MoonLasso Pathway Feature Selection: An In-depth TutorialFeature selection is a fundamental step in many machine learning workflows. By reducing the dimensionality of our dataset, we can build…Aug 16, 2023Aug 16, 2023
James MoonSemi-Supervised Learning with Scikit-learn’s SelfTrainingClassifier: A Visual GuideIn many real-world scenarios, we often find ourselves with a lot of unlabeled data and a small portion of labeled data. Manually labeling…Aug 15, 20231Aug 15, 20231
James MoonThe Extraordinary Journey of Dave Kunst: The First Person to Walk Around the WorldIn 1970, Dave Kunst set out on an adventure that would take him across 4 continents, 20 countries, and 14,450 miles. He had a goal in mind…Apr 7, 20231Apr 7, 20231
James MoonDo You Really Need a PhD to Work in Machine Learning?At some point in your career as a machine learning practitioner or aspirant, you may have wondered if you need a PhD to succeed in the…Apr 1, 2023Apr 1, 2023
James MoonWhat Companies Look for in ML Candidates: Technical and Non-Technical SkillsWhen it comes to job interviews, companies have two main objectives. Firstly, they need to determine whether a candidate has the necessary…Apr 1, 2023Apr 1, 2023