AI - GenAI Roadmap | Strategy to study | Tips | Prerequisites | Everything you need to know!

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📝 Free Notes → https://educosys.com/course/free-ai-course If this helped you, subscribing means a lot → https://www.youtube.com/@KeertiPurswani 🎓 𝐂𝐡𝐞𝐜𝐤𝐨𝐮𝐭 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 → https://www.educosys.com 📩 For Educosys queries, contact us at +91 9084249327 or [email protected] 📸 Educosys Instagram → https://www.instagram.com/educosys 💼 Educosys LinkedIn → https://www.linkedin.com/company/98837223 Connect with me - 💼 LinkedIn → https://www.linkedin.com/in/keertipurswani 📸 Instagram → https://www.instagram.com/keerti.purswani #softwaredevelopment #softwareengineer #machinelearningengineer #artificialintelligenceandmachinelearning 0:00 - Coming Up 0:21 - Intro 1:32 - Is paid course required? 2:53 - Why this roadmap 3:35 - Parts of GenAI 4:55 - Internals of LLMs 5:50 - How much math is prerequisite? 8:05 - How much Python is required to start coding? 9:28 - Mini Projects to start building models 10:55 - Different Architectures of NNs 14:35 - Transformer Architecture 17:15 - Fine Tuning 17:58 - Build LLM based Apps 18:55 - RAG 19:38 - Streamlit 20:20 - Ollama, HuggingFace, Unsloth 21:00 - Deepseek