PRACTICAL AI & MACHINE LEARNING · DAY 083
From notebook to production: what developers should know
Expona Admin · Oct 27, 2026 · 8 min read
Tag · 141 articles
#AI
Practical AI articles, guides and code examples from the Expona engineering blog.
PRACTICAL AI & MACHINE LEARNING · DAY 084
Cost-effective GPU usage: a AI & ML guide for developers
Expona Admin · Oct 27, 2026 · 9 min read
PRACTICAL AI & MACHINE LEARNING · DAY 085
Open-source vs hosted models: a practical AI & ML guide
Expona Admin · Oct 27, 2026 · 6 min read
PRACTICAL AI & MACHINE LEARNING · DAY 086
Multimodal AI features: AI & ML best practices explained
Expona Admin · Oct 27, 2026 · 10 min read
PRACTICAL AI & MACHINE LEARNING · DAY 087
AI product UX patterns: AI & ML best practices explained
Expona Admin · Oct 27, 2026 · 10 min read
PRACTICAL AI & MACHINE LEARNING · DAY 088
Practical ML roadmap for developers: a step-by-step guide
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 089
Naive Bayes for text in Practical AI & Machine Learning
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 090
TF-IDF explained: what every AI & ML developer should know
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 091
Support vector machines: AI & ML lessons from production
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 092
k-nearest neighbors in Practical AI & Machine Learning
Expona Admin · Oct 27, 2026 · 7 min read
PRACTICAL AI & MACHINE LEARNING · DAY 093
Sentiment analysis for product reviews, explained simply
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 094
Named entity recognition: a AI & ML guide for developers
Expona Admin · Oct 27, 2026 · 9 min read
PRACTICAL AI & MACHINE LEARNING · DAY 095
Summarization with LLMs: AI & ML lessons from production
Expona Admin · Oct 27, 2026 · 8 min read
PRACTICAL AI & MACHINE LEARNING · DAY 096
Caching LLM responses in Practical AI & Machine Learning
Expona Admin · Oct 27, 2026 · 9 min read
PRACTICAL AI & MACHINE LEARNING · DAY 097
Guardrails for AI output: a AI & ML guide for developers
Expona Admin · Oct 27, 2026 · 9 min read
PRACTICAL AI & MACHINE LEARNING · DAY 098
Tokens and context windows: patterns, pitfalls and fixes
Expona Admin · Oct 27, 2026 · 7 min read
PRACTICAL AI & MACHINE LEARNING · DAY 099
Temperature and sampling: a AI & ML guide for developers
Expona Admin · Oct 27, 2026 · 7 min read
PRACTICAL AI & MACHINE LEARNING · DAY 100
100 days of practical AI and ML: the recap — a deep dive
Expona Admin · Oct 27, 2026 · 7 min read
PHP & LARAVEL DEVELOPMENT · DAY 082
Laravel and AI features: a practical PHP & Laravel guide
Expona Admin · Oct 27, 2026 · 7 min read
MONGODB, NOSQL & DATA MODELING · DAY 036
Full-text search in MongoDB: what developers should know
Expona Admin · Oct 27, 2026 · 7 min read