PinnedInTowards AIbySerafeim Loukas, PhD·Sep 25How Do LLMs See Images? From Pixels to Visual TokensA simple explanation of the visual encoder, image embeddings, and how an LLM answers questions about a pictureA response icon2A response icon2
PinnedSerafeim Loukas, PhD·Jul 1, 2021Support Vector Machines (SVM) clearly explained: A python tutorial for classification problems with…In this article I explain the core of the SVMs, why and how to use them. Additionally, I show how to plot the support vectors and the…A response icon1A response icon1
PinnedInGeek CulturebySerafeim Loukas, PhD·Jun 26, 2021K-Means Clustering: How It Works & Finding The Optimum Number Of Clusters In The DataMathematical formulation, Finding the optimum number of clusters and a working example in PythonA response icon1A response icon1
PinnedInTDS ArchivebySerafeim Loukas, PhD·Nov 27, 2021Classifying Handwritten Digits Using A Multilayer Perceptron Classifier (MLP)What is a Multilayer Perceptron? What are the pros and cons of MLP? Can we classify handwritten digits accurately using a MLP classifier…
InTowards AIbySerafeim Loukas, PhD·Mar 10MSE or MAE for Random Forest Regressors: How Your Choice Completely Changes The ResultsHi all! It has been a long time but I am back!
InTowards AIbySerafeim Loukas, PhD·Apr 28, 2024A Movie Recommendation System in Python from ScratchIn this article, I explain simply how to build a movie recommendation system in Python!A response icon1A response icon1
Serafeim Loukas, PhD·Jul 26, 2023Unveiling the ‘Data Science Hub’: Your New Destination for Expert Guidance and Bespoke Consulting…Unlock the Power of Data Science: From Custom Model Fitting to Career Advice, We’ve Got You Covered
InTowards AIbySerafeim Loukas, PhD·Jul 21, 2023The OpenAI Python Library & 5 Remarkable Things ChatGPT Can Do With Hands-On Examples In Python!Using the ChatGPT that everyone now knows about it via the terminal!
InArtificial Intelligence in Plain EnglishbySerafeim Loukas, PhD·Mar 6, 2023Forecasting Timeseries Using Machine Learning & Deep LearningIn this post, I show you how to predict stock prices using a forecasting LSTM model & a simple Ridge regression model.A response icon1A response icon1
Serafeim Loukas, PhD·Feb 15, 2023How To Master The Data Scientist Job Interview ProcessHere is my personal view based on recent experience after getting interviewed by 4 companies and finally getting 2 offers for a Data…
