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Ai Articles & Guides | Upscend

ai Articles

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Team navigating Hugging Face review Model Hub on laptop

Hugging Face Review: Quick Model Hub Workflow for Beginners

Upscend Team - October 16, 2025

Activation functions guide diagram showing ReLU, Sigmoid, Tanh curves

Fix Vanishing Gradients: Activation Functions Guide

Upscend Team - October 16, 2025

Engineer reviewing activation function diagnostics and training curves

Optimize activation function: diagnostics, implementation

Upscend Team - October 16, 2025

Command center team using AI dashboard for wars decision-making

Win Modern Wars with AI: Practical NLP & Data Playbook

Upscend Team - October 16, 2025

Developer inspecting confusion matrix for cnn image classification results

Practical CNN Image Classification: CIFAR-10 & Error Analysis

Upscend Team - October 16, 2025

Engineers comparing tensorflow vs pytorch performance and deployment options

TensorFlow vs PyTorch: Choose by Deployment & Performance

Upscend Team - October 16, 2025

Neural network regularization dashboard showing dropout and batch normalization settings

Neural Network Regularization: Practical Ablations & Recipes

Upscend Team - October 16, 2025

Engineers reviewing data preparation for deep learning pipeline dashboard

Master Data Preparation for Deep Learning Workflows

Upscend Team - October 16, 2025

Explainable neural networks visualizations on laptop screen for review

Explainable Neural Networks: SHAP, LIME & Grad-CAM Guide

Upscend Team - October 16, 2025

Team using no code neural networks on laptop during POC

No-Code Neural Networks: Compare Tools, When to Use

Upscend Team - October 16, 2025

Engineer reviewing lstm time series sliding-window and metrics chart

Master lstm time series: windowing, validation, deploy

Upscend Team - October 16, 2025

Engineer testing edge AI deployment performance on mobile devices

Ship Fast: Edge AI Deployment with TFLite & ONNX Tips

Upscend Team - October 16, 2025

Engineers comparing sgd vs adam optimizer performance charts

sgd vs adam: Choose Fast — Adam Start, SGD Finish Now

Upscend Team - October 16, 2025

Screenshot of Keras tutorial beginners building a Sequential model

Keras tutorial beginners: Build a Sequential MLP now

Upscend Team - October 16, 2025

Engineer reviewing neural network hyperparameters and learning rate schedule

Optimize Neural Network Hyperparameters Faster — LR First

Upscend Team - October 16, 2025

Engineer testing download pretrained models and ONNX deployment workflow

Download Pretrained Models: Fast Baselines, ONNX Deployment

Upscend Team - October 16, 2025

Decision flowchart showing types of neural networks and uses

Choose Types of Neural Networks: Quick Decision Playbook

Upscend Team - October 16, 2025

Diagram of mlops for deep learning pipeline and monitoring dashboard

Operationalizing mlops for deep learning: pipelines & SLOs

Upscend Team - October 16, 2025

Team reviewing ai bias mitigation metrics on laptop dashboard

Operational AI Bias Mitigation: Practical Steps for Teams

Upscend Team - October 16, 2025

Visual diagram of transformer neural network attention heatmap

Transformer Neural Network: Attention & Positional Encoding

Upscend Team - October 16, 2025