PinnedOverfitting Has Many FacesSometimes data and knowledge are not enough to do the work. Overfitting is a common machine learning problem that occurs when a model learns the training data too well and is unable to generalize to new data. This can occur when the model is overly complex or when the training…Machine Learning9 min readMachine Learning9 min read
Published inAI Mind·Aug 27Unlocking CUDA’s Potential: Thread Hierarchy and Parallel ExecutionFrom Hierarchical Structures to Asynchronous Symphony — Hello everyone, I hope everything is going well for you. This is the third chapter of my CUDA series. If you haven’t read it yet, the first and second chapters were posted last week. I recommend that you read them once. …Cuda6 min readCuda6 min read
Published inAI Mind·Aug 20CUDA Beyond the BasicsDiving Deeper into Technical Terminology — Hello everyone, I hope everything is going well for you. This is the second chapter of my CUDA series. If you haven’t read it yet, the first chapter was posted three days ago. I recommend that you read it once. Part one can be found here Introduction to CUDA. Let’s…Machine Learning7 min readMachine Learning7 min read
Published inAI Mind·Aug 16Introduction to CUDAA Beginner’s Guide to Parallel Computing — The reason behind the discrepancy in floating point capability between the CPU and GPU is that the GPU is specialized for compute-intensive, highly parallel computation. This is exactly what graphics rendering is all about. The computational throughput of a GPU is almost an entire order of magnitude greater than that…Machine Learning5 min readMachine Learning5 min read
Jul 6Pooling: A Key Concept in Machine LearningHow pooling can help you build better machine learning models — About Me My name is Mohit Mishra, and I’m a blogger that creates intriguing content that leave readers wanting more. Anyone interested in machine learning and data science should check out my blog. My writing is designed to keep you engaged and intrigued with a regular publishing schedule of a new piece…Machine Learning7 min readMachine Learning7 min read
Jul 2[Paper Summary] ImageNet Classification with Deep Convolutional Neural NetworksThe Impact of Depth on Image Classification Performance — About Me My name is Mohit Mishra, and I’m a blogger that creates intriguing content that leave readers wanting more. Anyone interested in machine learning and data science should check out my blog. My writing is designed to keep you engaged and intrigued with a regular publishing schedule of a new piece…Machine Learning11 min readMachine Learning11 min read
Jun 27Adaptive Learning with Machine LearningThe Art of Personalized Learning with Machine Learning — “Machine learning is the key to unlocking the potential of adaptive learning.” — Stephen Downes About Me My name is Mohit Mishra, and I’m a blogger that creates intriguing content that leave readers wanting more. Anyone interested in machine learning and data science should check out my blog. My writing is designed…Machine Learning4 min readMachine Learning4 min read
Jun 21Correlation in Machine Learning: What You Need to KnowThe Essential Guide to Understanding and Using Correlation in Machine Learning — Machine learning is a popular field of study that uses algorithms to build models that can make predictions or decisions based on data. One of the most important concepts in machine learning is correlation. Correlation is a statistical measure that describes the relationship between two variables. …Machine Learning7 min readMachine Learning7 min read
Jun 14Ensemble Learning: A Beginner’s GuideUsing Ensemble Learning to Improve Machine Learning Models — “Two heads are better than one.” — English proverb About Me My name is Mohit Mishra, and I’m a blogger that creates intriguing content that leave readers wanting more. Anyone interested in machine learning and data science should check out my blog. My writing is designed to keep you engaged and intrigued…Machine Learning10 min readMachine Learning10 min read
Jun 12The Art of Feature EngineeringThe Importance of Feature Engineering in Machine Learning — “Feature engineering is the art of turning data into gold.” — Oluwafemi Sule Introduction Feature engineering is the process of transforming raw data into features that are more informative and useful for machine learning algorithms. …Machine Learning8 min readMachine Learning8 min read