Shirin Khosravi Jam on Instagram: "6 pieces of advice I would give to people in their 20s, who want to make a career in AI/ML in 2026: 1️⃣ 𝗠𝗮𝘀𝘁𝗲𝗿 𝘁𝗵𝗲 𝗯𝗼𝗿𝗶𝗻𝗴 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗯𝗲𝗳𝗼𝗿𝗲 𝘁𝗵𝗲 𝘀𝗵𝗶𝗻𝘆 𝗟𝗟𝗠s → Nail linear regression, regularisation, loss functions, TF-IDF & BM25. → Explain tokenisation and embeddings from scratch - don’t just import Hugging Face. 2️⃣ 𝗧𝗵𝗶𝗻𝗸 “𝘀𝘆𝘀𝘁𝗲𝗺 𝗳𝗶𝗿𝘀𝘁, 𝗺𝗼𝗱𝗲𝗹 𝘀𝗲𝗰𝗼𝗻𝗱” → Sketch an end-to-end pipeline: ingesti

Shirin Khosravi Jam on Instagram: "Literally, 50% AI/ML don’t understand or not known to this! Let’s be more responsible in spreading knowledge. Before going through LLMs and hype, start here : 1️⃣ 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀 ↳ Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow [Book] ↳ (Optional) Introduction to Statistical Learning [Book] — for statistics understanding 2️⃣ 𝗕𝗮𝘀𝗶𝗰 𝗡𝗟𝗣 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀 ↳ Stopwords, Stemming, Lemmatization ↳ Bag of Words ↳ TF-IDF ↳ BM25 ↳ Word2V