Fill your skill gaps in AI and Data Science

External Tag: Classification

A Comprehensive Guide For SVM One-Class Classifier For Anomaly Detection

External Tags Algorithm, Beginner, Classification, decision, detection, Guide, kernel, machine-learning, outlier, outliers, Supervised, svm, vector

Decision Trees: Split Methods & Hyperparameter Tuning

External Tags Classification, dataset, decision, Decision Trees, decision-tree, Gain, gini, Information Gain, machine-learning, python, Regression, split, Standard Deviation, trees

Comprehensive Guide on Linear Dimensionality Analysis

External Tags Advanced, Classification, dimensionality, dimensionality-reduction, Features, lda, Linear, Linear Discriminant Analysis, Matrix, pca, python, Supervised

Building a Deep Learning-based Food Quality Detector

External Tags Advanced, artificial-intelligence, bloagthon, blogathon, Classification, customer satisfaction, customers, dataset, deep learning, deep learning model, Food Quality Detector, Kaggle, Use Cases

Choosing the Right Number of Neighbors (k) for the K-Nearest Neighbors (KNN) Algorithm

External Tags artificial-intelligence, Classification, data-science, knn-algorithm, machine-learning

How to Compare a Classification Model to a Baseline

External Tags Classification, data-science, machine-learning, programming, python

Create a Multilingual Q&A Chatbot Easily with BLOOM’s Free Tools

External Tags Advanced, ai, architecture, blogathon, chatbot, Classification, Guide, language models, Models, streamlit, transformer

How to Run Mixtral 8x7b MoE on Colab for Free?

External Tags Advanced, Algorithm, blogahon, caching, Classification, ensemble, gpu, Guide, Layer, machine-learning, Mixtral 8x7b MoE, Models, Regression, Transformers

Classifying Source code using LLMs — What and How

External Tags Classification, deep learning, large-language-models, prompt-engineering, tips-and-tricks

A Comprehensive Guide to Temporal Graphs in Data Science

External Tags Advanced, Classification, deep learning, graph, Graph algorithm, graph-theory, Graphs & Networks, machine-learning, nlp