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External Tag: Classification

Conformal Prediction for Machine Learning Classification -From the Ground Up

External Tags Classification, conformal-prediction, data-science, machine-learning, python

From the Perceptron to Adaline

External Tags adaline, Classification, getting-started, machine-learning, programming

Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

External Tags architecture, blogathon, Classification, CNN, CNN Architecture, CNNs, convolution, deep learning, efficiency, Healthcare, Image, LeNet architecture, MobileNet, neural-networks

Mastering LeNet: Architectural Insights and Practical Implementation

External Tags Applications, architecture, blogathon, Classification, computer-vision, deep learning, Image, Image Analysis, images, Intermediate, Layer, Models, Neural network, neural-networks, recognition

Unleashing ChatGPT AI-1: Constructing an Advanced LLM-Based System

External Tags Advanced, ai, API, blockchain, chatgpt, Classification, Ethereum, generative-ai, Guide, LLM, LLMs, openai, reinforcement-learning, Supervised, supervised-learning

Mastering the Art of Data Science Strategy: A Conversation with AI Visionary Vin Vashishta

External Tags AI advisor, artificial-intelligence, Classification, Data science models, data strategy, data-science, generative-ai, Leading With Data, Vin Vashishta

Evaluation Metrics for Classification: Beyond Accuracy

External Tags Classification, confusion-matrix, data-science, getting-started, machine-learning

A Comprehensive Guide to Train-Test-Validation Split in 2023

External Tags Beginner, Bias and Variance, Classification, dataset, machine-learning, Models, python, split, test, testing, Training, validation

Easily Implement Multiclass SVM From Scratch in Python

External Tags Classification, implementation, machine-learning, python, svm

Real-Time Object Detection with SSDs: Single Shot MultiBox Detectors

External Tags Advanced, Applications, blogathon, Classification, computer-vision, deep learning, detection, Image, Maps, Object, Object Detection, Objects, Real Time, time, Training