S.S.S DHYUTHIDHARsudheendra.hashnode.dev·Oct 10, 20246 Essential Steps to Building a Supervised Learning Model: A Beginner’s GuideHey Guys! This is Dhyuthidhar, Welcome to my Blog. If you don’t know me...", you could say "Hi, I’m Dhyuthidhar, and if you're new here, welcome! I love writing about all things Computer Science, especially in the realm of Machine Learning. Here is y...DiscussMachine Learning
Arthurarthurlevi.hashnode.dev·Oct 7, 2024Why Feature Engineering Is Vital For Data Science ProjectsPlaying with puzzles is quite similar to data science – finding the most suitable pieces and then fitting them in perfectly to create a clear vision. Feature engineering is still one of the most crucial elements of this big picture. Even if you have ...DiscussData Science
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 12, 2024How to Boost Your Machine Learning Model with Feature EngineeringIn machine learning, feature engineering is often considered the secret sauce that can dramatically improve model performance. While algorithms and models receive a lot of attention, the quality of features plays an equally—if not more—important role...DiscussMachine LearningPython
Ojo Timilehincampeone.hashnode.dev·Sep 12, 2024Understanding and Preventing Data Leakage in Machine LearningImagine a student named Bauer who took an Algebra class with his classmates. Bauer paid attention during the lessons but may not completely understand the underlying principle of Algebra. Two weeks later, the teacher gave the class a test. Fortunatel...DiscussModel accuracy
Yuvraj Singhyuvraj01.hashnode.dev·Aug 25, 2024Get Your Data in Shape: The Ultimate Guide to Feature ScalingI hope you are doing well. Today, we will dive deep into the concept of feature scaling in machine learning. Here are a few questions we will answer throughout this blog post: What is feature scaling, and why is it necessary? What are the different...Discuss·30 readsfeature engineering
Kshitij Shresthkshitijshresth.hashnode.dev·Aug 24, 2024Feature Engineering: A Key Step in Building Effective Machine Learning ModelsBefore feeding raw data into a machine learning model, we need to process and transform it to create features that the model can understand and learn from. This process is known as feature engineering. It involves several steps, each aimed at enhanci...Discussfeature engineering
Utkal Kumar Dasukc.hashnode.dev·Jul 31, 2024Feature Scaling in Machine LearningWhat is Feature scaling? Feature scaling is a method used to normalize the range of independent variables or features of data. By scaling the features, we ensure that each feature contributes equally to the result, improving the performance and accur...DiscussMachine Learning
Chibueze Onyekperedevdive.hashnode.dev·Jul 19, 2024Effective Techniques for Handling Imbalanced Datasets: My Proven ApproachThe Magic of Oversampling for Machine Learning 🧙♂️📊 Hey there, data enthusiasts! Ever found yourself knee-deep in a dataset, only to realize one class is hogging all the limelight while the others are barely getting a chance to shine? Yeah, we’ve ...Discussdataset
Vivekheyvivek.com·Jul 7, 2024How I Became the Victim of One More Feature Trap While Building Hire.winBeing a tech lead with several years of experience in software development, I was proud of my project management skills and the ability to deliver on time like any other decent tech lead. However, even devoted and seasoned developers sometimes fall i...Discuss·10 likesone more feature trap
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Jun 18, 2024How to Select the Right Features: A Practical GuideMachine learning (ML) models heavily rely on the quality and relevance of the features used to train them. Features are the input variables that a model uses to make predictions or decisions. Selecting the right features is crucial for building accur...DiscussMachine Learning
