Roadmap to Become an AI/ML Expert in 2026: From Beginner to Advanced
A practical AI/ML roadmap covering Python, mathematics, machine learning, deep learning, transformers, LLMs, RAG, AI agents, MLOps, and real-world projects.
ML
Gemma 4: Models, Capabilities and Developer Guide
Google DeepMind released Gemma 4 in March 2026 as a family of open models spanning small on-device variants through larger server-oriented models. The family includes E2B, E4B, 12B, 26B A4B, and 31B sizes, with multimodal capabilities and context windows of up to 256K tokens depending on the model. Whether you’re a developer building the next … Read more
A Beginner’s Guide to Supervised vs. Unsupervised Learning
A Beginner’s Guide to Supervised vs. Unsupervised Learning In the world of Artificial Intelligence (AI), Machine Learning (ML) is the engine under the hood. It is the field of study that gives computers the ability to learn without being explicitly programmed. But not all machines learn the same way. Just as humans learn differently—sometimes with … Read more