Aditya Tiwariadityacodes.hashnode.dev·Jul 24, 2024Scikit-Learn Reference/CheatsheetScikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities.I use scikit...Discuss·11 likesTo the Top of AIscikit learn
Sujit Nirmal blackshadow.hashnode.dev·Jul 12, 2024How to Master Decision Trees for Machine Learning ClassificationTopic: Decision Trees for Classification Blog Content: Introduction Welcome back to our journey through the fascinating world of Machine Learning! In our previous blogs, we covered the basics of Machine Learning and delved into Linear Regression. To...Discuss#community healing
Shrey Shahshreyshah173.hashnode.dev·Jul 8, 2024Logistic RegressionWhat is Classification? Before starting Logistic Regression, let me explain the term classification. Classification is a method used to categorize data into different types or groups based on some given criteria. For example, you are given data of ag...DiscussMachine Learning
TemiTope Kayodeblog.codewithtemi.site·Jul 6, 2024Building a Simple Machine Learning Model: A Step-by-Step GuideMachine learning, a revolutionary tool in data interpretation, is transforming how we handle and interpret data. It's the driving force behind many modern applications, from predicting stock prices to recommending products. In this guide, we will wal...DiscussMachine Learning
Arpan Mahatraarpanmahatra.hashnode.dev·Jun 29, 2024Employee Promotion Prediction using Decision Tree & Ensemble Learning AlgorithmsOne of the major problem any company faces is identifying the right employees for promotion. So, I looked for a human resource dataset with several input features and a boolean output feature on promotion. My final objective was to create a binary cl...Discuss·106 readssklearn
Dr. Juan Zamora-Morawww.doczamora.com·May 27, 2024Gaussian Mixture Models (GMMs)Male and Female Weight Let's suppose we collected some data from some University students. We asked every student their gender (Male = M, Female = F) and their weight. We will build a model that can predict if you are a male or a female based only on...Discuss·29 readsPython
Kishar Nathkishar.hashnode.dev·May 9, 2024How to load datasets in sklearn?Sklearn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities. You can get some...Discusssklearn
Haider Alitechwithhaiderali.hashnode.dev·Mar 17, 2024Reverse Encoding in Sklearn preprocessingIn scikit-learn (sklearn), preprocessing data is an essential step in machine learning pipelines. One of the common preprocessing techniques is encoding categorical variables into numerical values. However, sometimes we might want to do the inverse o...Discuss·65 readsPython
Metana Editorialdevthini.hashnode.dev·Feb 8, 2024How to Use SkLearn (scikit-learn) in Java?Sklearn also know as Scikit-learn is a widely used machine learning library in Python that offers a comprehensive set of tools and algorithms for data science tasks. Its popularity stems from its simplicity, versatility, and extensive documentation. ...Discusssklearn
Monojit Sarkarmonojit13.hashnode.dev·Nov 30, 2023Handling Categorical VariablesHow does one train ML or AI algorithms when dataset contains categorical variables? Algorithms only understand numerical values. That's why there are techniques known as Label Encoding or One-Hot Encoding. I find the concept cool. One dummy data for ...Discuss·27 readscategorical data