60 Days to Become a Generative AI Engineer
Welcome to the 60 Days Generative AI Engineer Roadmap by AmanAI Lab. This playlist is a complete, structured blueprint to help you become a Production-Ready Generative AI Engineer in 60 days. We start from the fundamentals and gradually move toward building real-world GenAI systems. π’ Phase 1 β Foundations AI β ML β DL β Generative AI basics, NLP fundamentals, RNN/LSTM intuition. π‘ Phase 2 β Transformers & LLM Internals Attention mechanism, tokenization, embeddings, GPT vs BERT vs T5, Hugging Face hands-on. π΅ Phase 3 β LLM Mastery Prompt engineering, Zero/Few-shot learning, Chain-of-Thought, hallucination control, evaluation, local inference. π΄ Phase 4 β Modern GenAI Systems RAG, vector databases, fine-tuning (LoRA/QLoRA), small language models, AI agents, multimodal AI. π£ Phase 5 β Production & Deployment FastAPI, Streamlit, Docker, optimization, monitoring, security, and capstone projects. This is not just theory. We focus on building real systems that are production-ready. If you want clarity, structure, and practical implementation in Generative AI β this roadmap is for you. Build. Deploy. Scale. #GenerativeAI #GenAI #AIEngineer #LLM #AmanAILab π
Videos(15)

60 Days Generative AI Roadmap π (Master GenAI in 60 Days) #genai #60DayChallenge #amanailab #ai
Welcome to Day 0 of the 60 Days Generative AI Roadmap. In this video, I explain the complete step-by-step blueprint to become a Production-Ready Generative AI Engineer. Hereβs what weβll cover in th
1mo ago

π Day 1 β AI vs ML vs DL vs GenAI vs Agentic AI (95% people get this wrong!) #ai #genai #amanailab
π Day 1 β AI vs ML vs DL vs GenAI vs Agentic AI Everyone is talking about Artificial Intelligence, but many people are confused about the difference between Machine Learning, Deep Learning, Generati
1mo ago

Day 2 β Discriminative vs Generative AI (Understand the Core of GenAI) | AmanAI Lab
#GenerativeAI #GenAI #AI #ArtificialIntelligence #MachineLearning #DeepLearning #LLM #AIEngineer #GenAIEngineer #AIModels #DiscriminativeAI #GenerativeModels #AIConcepts #AIEducation #LearnAI #AIExpla
1mo ago

Day 3 β Understanding Generative AI Models: LLMs & GANs | AmanAI Lab
Day 3 β Types of Generative AI Models | LLMs & GANs Explained | AmanAI Lab Welcome to Day 3 of the 60 Days Generative AI Learning Series by AmanAI Lab. In this video, we explore two important types
1mo ago

Day 4 β Why Diffusion Models Are Taking Over AI
#GenerativeAI #Autoencoder #VAE #DiffusionModels #ArtificialIntelligence #MachineLearning #DeepLearning #AIModels #AIExplained #LearnAI #AIEngineer #DataScience #NeuralNetworks #AICommunity #TechLearn
1mo ago

Day 5 β Autoregressive Models Deep Dive | AmanAI Lab
#GenerativeAI #MachineLearning #AutoregressiveModels Day 5 β Autoregressive Models Explained | AmanAI Lab Welcome to Day 5 of the 60 Days Generative AI Series π In this video, we explore Autoregre
1mo ago

Day 6 - Foundation Models & Multimodal AI Explained | AmanAI Lab
Welcome to Day 6 of our 60-day Generative AI playlist! Today, we dive deep into the fascinating world of Foundation Models and Multimodal AI. Discover how systems like ChatGPT, Gemini, and Midjourney
1mo ago

Day 7 - Embedding Explained Simply π‘ | Word2Vec, TF-IDF, GloVe, FastText | AmanAI Lab
#Embedding #Embeddings #EmbeddingModels #Word2Vec #TFIDF #FastText #GloVe #OneHotEncoding #BagOfWords #BOW #NLP #NLPTutorial #NLPMachineLearning #NaturalLanguageProcessing #TextEmbedding #SemanticSear
1mo ago

Day 8 - Recurrent Neural Network (RNN) Explained (Easy Explaining)| AmanAI Lab
#RecurrentNeuralNetwork #RNN #DeepLearning #GenerativeAI #MachineLearning #AI #AmanAILab #AIInterview #NeuralNetworks #DataScience #LearnAI #LSTM #AIEngineer #TechLearning π Day 8: Recurrent Neural
4w ago

What AI Companies Actually Ask in Interviews #generativeai #interview #trending
#GenerativeAI #AIInterview #MachineLearning #datascientist π Starting my 7 Days Generative AI Interview Preparation Series on Aman AI Labs In this series, I will cover: β L1 (Basic Concepts) β L2
3w ago

Day 9: Unlocking LSTM - The Key to AI's Memory
Welcome to Day 9 of our Generative AI series! Today, we're diving deep into Long Short-Term Memory (LSTM) networks. Have you ever wondered why traditional Recurrent Neural Networks (RNNs) struggle to
3w ago

Day 10 : GRU in 5 Minutes (Better than LSTM?)
π Day 10 of 60 Days of Gen AI β GRU Explained Welcome to Day 10 of the 60 Days of Native AI Series by Aman AI Lab! In this video, we simplify Gated Recurrent Unit (GRU) and understand how it remembe
2w ago

Day 11: Sequence Modeling's Biggest Crisis | Attention's Answer
#amanailab #ArtificialIntelligence #AIEngineer #AICommunity #AIContent #AIDeveloper #LearnAI #AIForBeginners #AIInterview #TechContent #CodingLife #ProgrammerLife #DataScientist #DataScienceLife #MLEn
1w ago

Day 12: Why RNNs Died? Attention Mechanism (Q, K, V) π€― | AmanAI Lab
π₯ Day 12: Why RNNs Died? π€― Attention Mechanism (Q, K, V) Explained | AmanAI Lab Ever wondered why RNNs disappeared and Transformers took over AI? This video breaks it down in the simplest way possi
1w ago

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