Utkal Kumar Dasukc.hashnode.dev·Jul 18, 2024Introduction to Machine Learning and it's AlgorithmsIn this blog I have summarized about the term Machine Learning and all the algorithm used in real world applications. Anyone who wants to dive into the field of ML or just wants to get an overview about Machine Learning, this blog will help you. Enjo...Discuss·28 readsMachine Learning
Adeniran Emmanuelemmanueladeniran.hashnode.dev·Jul 18, 2024Guide to Principal Component Analysis in Data ScienceOrigin of PCA Approach of PCA How to do PCA When is PCA used What PCA is and is not Advantages and Disadvantages of PCA Metric of Evaluation After PCA, what Next? Case Study of the Cocktail recipe Dataset Origin of PCA PCA was first develo...Discuss·1 likePca
Ajay Kumar Prajapatipythoninnerwork.hashnode.dev·Jul 13, 2024Machine LearningWhat is Machine Learning? Machine learning (ML) is a modern software development technique, and a type of artificial intelligence (AI), that enables computers to solve problems by using examples of real-world data. It allows computers to automaticall...DiscussMachine Learning
Retzam Tarleretzam.hashnode.dev·Jul 8, 2024Dimensionality Reduction - Unsupervised Learningprint("Dimensionality Reduction") Dimensionality reduction is a technique/model used in unsupervised learning to reduce the number of features (variables) in a dataset while retaining as much information as possible. A good example to illustrate dime...DiscussDimensionality Reduction
Retzam Tarleretzam.hashnode.dev·Jul 1, 2024K-Means Clustering - Unsupervised Learningprint("Unsupervised Learning - Clustering") Clustering in unsupervised learning is the act of grouping unlabelled data. This is the core of unsupervised learning as we learned in the previous chapter: Unsupervised Learning. In unsupervised learning, ...DiscussK means Clustering
Niladri Dasniladridas.hashnode.dev·Jun 30, 2024How to Create Datasets: A Data Science GuideAs a data scientist, one of the most crucial steps in any project is generating a high-quality dataset. A dataset is the foundation of any machine learning model, and its quality can make or break the accuracy of the model. In this blog post, we'll e...Discuss·88 readsProbability Theory
Retzam Tarleretzam.hashnode.dev·Jun 24, 2024Unsupervised Learningprint("Unsupervised Learning") Unsupervised Learning is a type of machine learning task that uses unlabeled input data to train a model. Unlike in supervised learning where the data is clearly labelled and we want to use the data (feature vectors) to...DiscussUnsupervised learning
Lakshay Dhoundiyallakshaydhoundiyal.hashnode.dev·Jun 11, 2024Exploring the Best 5 AI Algorithms and Their ApplicationsArtificial Intelligence (AI) is revolutionizing how we interact with technology, making it smarter and more intuitive. This transformation is occurring due to these powerful algorithms that enable machines to learn from data and make informed decisio...Discuss·2 likes·36 readsHandwritten Digit Recognition
Nibodh Dawarenibodhdaware.hashnode.dev·Jun 11, 2024Best way to start learning Machine LearningRecently I have started to learn a new field of Computer Science, Machine Learning. But there are so many resources on Machine Learning out there it becomes very difficult to filter out what resources to begin with, so in this post I am going to list...Discuss·203 readsArtificial Intelligence
Akash Mudgalblog.akashmudgal.in·May 25, 2024Introduction to Machine LearningMachine Learning has become a prominent subject in recent years, finding utility across diverse industries. Its applications range from automating routine tasks to analysing vast datasets for valuable insights, aiding in more informed business decisi...Discuss·29 readsMachine Learning
