AI for business: practical guides, applications and automation

Decision Trees: Classification, Learned Rules and Evaluation

November 2, 2026

How a tree learns splits, and what Gini, depth and pruning mean. An original branching diagram, calculations and branch-level business evaluation.

Read article

KNN Algorithm: Classification and Regression Explained

November 2, 2026

How KNN selects nearby examples, votes for classes and estimates values. Visual distances, scaling and evaluation for business applications.

Read article

Multiple vs Multivariate Linear Regression: Explained

November 2, 2026

Multiple predictors or multiple outputs? Linear regression explained with illustrative calculations, errors in minutes and business validation criteria.

Read article

GANs and Diffusion Models: How AI Generates Images

November 2, 2026

Generators, discriminators, noise and latent space: compare GANs with diffusion. Explanatory diagrams, image controls and a business workflow.

Read article

Face Detection or Face Recognition: Differences and Data

November 2, 2026

Understand face detection, 1:1 verification and 1:N identification. Explanatory workflows, errors, data protection and project assessment criteria.

Read article

YOLO Object Detection: Data, Evaluation and Counting

November 2, 2026

Prepare a YOLO project: classes, labels, thresholds, IoU, errors and object counting in video. Original diagrams and business testing criteria.

Read article

RNN, LSTM and GRU: Sequential Data and Time Series

November 2, 2026

How recurrent networks process history: states, gates, time windows and chronological evaluation. Visual examples for useful business forecasting.

Read article

Convolutional Neural Networks: How a CNN Works

November 2, 2026

CNNs explained through filters, feature maps and a visual calculation. Data, transfer learning and evaluation for a practical image-analysis application.

Read article

How a Transformer Works: The AI Attention Mechanism

November 2, 2026

AI attention explained visually: tokens, queries, keys, values, masks, encoders and decoders. Demonstrative examples and business application criteria.

Read article

Deepfakes: Protecting Business Identity and Communications

November 2, 2026

What a deepfake is and how to check an unusual business request: voice, video, provenance, independent confirmation and authorised actions. A practical business guide.

Read article

Computer Vision for Business: Applications and Evaluation

November 2, 2026

Using images and video in business applications: classification, detection, segmentation, OCR and tracking. Diagrams, examples and criteria for evaluating a pilot.

Read article

NER: Extracting Entities from Documents with AI

November 2, 2026

Turn company names, dates and locations in documents into verifiable information: NER, OCR, normalisation, evaluation and controlled CRM integration.

Read article