Neural Networks

Tencent Cloud Developer

Oct 23, 2018 · Artificial Intelligence

Demystifying AI, Machine Learning, and Deep Learning

The article clarifies that artificial intelligence encompasses machine learning, which in turn includes deep learning, and uses real‑world examples—from fraud detection and customer clustering to image recognition and language translation—to illustrate how these data‑driven models learn patterns, make predictions, and transform many industries.

Data ScienceNeural NetworksUnsupervised Learning

0 likes · 12 min read

Demystifying AI, Machine Learning, and Deep Learning

Tencent Cloud Developer

Oct 11, 2018 · Artificial Intelligence

Demystifying Neural Networks: A Mathematical Approach (Part 1)

The article mathematically demystifies neural networks by first illustrating a linear predictor for kilometre‑to‑mile conversion and a basic bug classifier, then exposing the limits of single linear boundaries (e.g., XOR), before introducing artificial neurons, activation functions, and multi‑layer weight‑adjustment training.

Artificial NeuronNeural Networksactivation functions

0 likes · 15 min read

Demystifying Neural Networks: A Mathematical Approach (Part 1)

Tencent Cloud Developer

Sep 14, 2018 · Artificial Intelligence

Top 6 Notable Trends in Deep Learning and Neural Networks

The article surveys six emerging deep‑learning trends—capsule networks that retain spatial hierarchies, data‑efficient deep reinforcement and transfer learning, supervised models, memory‑augmented architectures such as long‑term and progressive networks, and hybrid Bayesian‑GAN approaches—highlighting how these advances expand AI capabilities beyond traditional fully‑connected networks.

AI TrendsCapsule NetworksHybrid Models

0 likes · 11 min read

Top 6 Notable Trends in Deep Learning and Neural Networks