--- title: "Bharath Prasad (@BharathPrasad) | Hashnode" description: "Code. Learn. Share. Repeat. Read the latest articles by Bharath Prasad on Hashnode." url: "https://hashnode.com/@BharathPrasad" --- @BharathPrasad # Bharath Prasad @BharathPrasad · Joined July 2025 Code. Learn. Share. Repeat. ### [Ensemble Learning in Machine Learning: A Simple Explanation for Beginners](https://data-science-simplified.hashnode.dev/ensemble-learning-in-machine-learning-a-simple-explanation-for-beginners?utm_source=hashnode&utm_medium=feed) Machine learning models help us make predictions, but depending on a single model is not always the best idea. Sometimes, one model can overfit, underfit, or simply miss patterns in the data.That’s where Ensemble Learning in Machine Learning becomes ... 2 min read · [data-science-simplified.hashnode.dev](https://data-science-simplified.hashnode.dev/ensemble-learning-in-machine-learning-a-simple-explanation-for-beginners?utm_source=hashnode&utm_medium=feed) [Oct 15, 2025](https://hashnode.com/posts/ensemble-learning-in-machine-learning-a-simple-explanation-for-beginners/68ef3d05555aa6b504c30dda) ### [Dimensionality Reduction in Machine Learning: Simplifying Data the Smart Way](https://data-science-simplified.hashnode.dev/dimensionality-reduction-in-machine-learning-simplifying-data-the-smart-way?utm_source=hashnode&utm_medium=feed) If you’ve ever worked with large datasets in machine learning, you already know — more features don’t always mean better results. In fact, having too many variables can make your model slower, harder to train, and sometimes even less accurate. This i... 2 min read · [data-science-simplified.hashnode.dev](https://data-science-simplified.hashnode.dev/dimensionality-reduction-in-machine-learning-simplifying-data-the-smart-way?utm_source=hashnode&utm_medium=feed) [Oct 14, 2025](https://hashnode.com/posts/dimensionality-reduction-in-machine-learning-simplifying-data-the-smart-way/68eddc8c124dc49b5b9cfdd9) ### [Multilayer Perceptron in Machine Learning — Explained Simply](https://data-science-simplified.hashnode.dev/multilayer-perceptron-in-machine-learning-explained-simply?utm_source=hashnode&utm_medium=feed) If you’re starting your journey in machine learning, you’ve likely heard about Multilayer Perceptrons (MLPs). They’re one of the simplest forms of neural networks, yet they play a key role in how computers learn from data. What Exactly Is a Multilaye... 2 min read · [data-science-simplified.hashnode.dev](https://data-science-simplified.hashnode.dev/multilayer-perceptron-in-machine-learning-explained-simply?utm_source=hashnode&utm_medium=feed) [Oct 13, 2025](https://hashnode.com/posts/multilayer-perceptron-in-machine-learning-explained-simply/68ec88b9af86feb41250a148) ### [What Is Data Preprocessing in Machine Learning?](https://data-science-simplified.hashnode.dev/what-is-data-preprocessing-in-machine-learning?utm_source=hashnode&utm_medium=feed) When it comes to machine learning, data is everything. But here’s the truth — most of the data we collect is messy. It can have missing values, duplicate records, or even incorrect entries. If we feed this kind of data into a model, it will lead to w... 2 min read · [data-science-simplified.hashnode.dev](https://data-science-simplified.hashnode.dev/what-is-data-preprocessing-in-machine-learning?utm_source=hashnode&utm_medium=feed) [Oct 10, 2025](https://hashnode.com/posts/what-is-data-preprocessing-in-machine-learning/68e8aca87fad3792bbb8b1c5) ### [How Genetic Algorithms Make Machine Learning Smarter](https://data-science-simplified.hashnode.dev/how-genetic-algorithms-make-machine-learning-smarter?utm_source=hashnode&utm_medium=feed) Machine learning isn’t just about math and data — sometimes, it learns from nature. One great example is the Genetic Algorithm (GA), a technique inspired by Darwin’s idea of natural selection. In simple terms, it helps computers “evolve” better solut... 2 min read · [data-science-simplified.hashnode.dev](https://data-science-simplified.hashnode.dev/how-genetic-algorithms-make-machine-learning-smarter?utm_source=hashnode&utm_medium=feed) [Oct 9, 2025](https://hashnode.com/posts/how-genetic-algorithms-make-machine-learning-smarter/68e74cefde2e8455106256b9)