PinnedPublished inLevel Up CodingThe best RAG technique yet? Anthropic’s Contextual Retrieval and Hybrid SearchHow combining contextual BM25 with Contextual Embeddings can massively improve your RAG system.Oct 1, 202422Oct 1, 202422
PinnedPublished inAI Advances5 AI Real-World Projects To Set Foot in The DoorDon’t just learn Data Science — do it! The best way to do Data science is to build real-world projects that spark your passion and…Jul 31, 20244Jul 31, 20244
PinnedPublished inTowards AIGenAI’s products: Move fast and failBuilding a cool and fancy demo is easy, building a final product is not.Dec 3, 202316Dec 3, 202316
PinnedPublished inTowards AIModel Explainability - SHAP vs. LIME vs. Permutation Feature ImportanceExplaining the way I would explain to my 90 year-old grandmother…Jul 22, 20222Jul 22, 20222
PinnedPublished inTowards AIDo You Understand Me? Human and Machine IntelligenceCan we ever understand human intelligence and make computers intelligent in the same way?Dec 9, 202310Dec 9, 202310
Published inLevel Up CodingIs AI progress slowing down?Whether the AI survives the hype, I feel so fortunate to live in this interesting time in human history. Five years ago when I started…Dec 31, 202425Dec 31, 202425
Published inLevel Up CodingWhen Language Models Lie Despite Knowing BetterYes, hallucination is the most frustrating thing these days. Let’s see why they happen and how to spot them .Nov 25, 20241Nov 25, 20241
Published inLevel Up CodingWhen LLMs Roll the Dice — the Reproducability puzzleEver asked AI the same question twice and got completely different answers?😏 Yes, I am talking about reproducability. Good luck with this!Nov 18, 2024Nov 18, 2024
Published inLevel Up CodingThis winter’s AI reading list — my 6 favourite AI booksWhat could be a better way to spend these winter months than reading these books with a warm cup of hot chocolate?Nov 11, 20241Nov 11, 20241
Published inLevel Up CodingMultimodal RAG Pipeline: Three Ways to Build ItMuch of the world data exists as images, audios and videos , not just texts. Multimodal LLMs systems are evolving to handle this…Nov 8, 20242Nov 8, 20242
