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…·5 min read·Mar 4, 2024----
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…·3 min read·Sep 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…·3 min read·Aug 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…·3 min read·Aug 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…·3 min read·Aug 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…·3 min read·Aug 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…·3 min read·Aug 15, 2023--1--1
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…·4 min read·Apr 7, 2023--1--1
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…·8 min read·Apr 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…·3 min read·Apr 1, 2023----