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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. 🟒 Phase 1 – Foundations AI β†’ ML β†’ DL β†’ Generative AI basics, NLP fundamentals, RNN/LSTM intuition. 🟑 Phase 2 – Transformers & LLM Internals Attention mechanism, tokenization, embeddings, GPT vs BERT vs T5, Hugging Face hands-on. πŸ”΅ Phase 3 – LLM Mastery Prompt engineering, Zero/Few-shot learning, Chain-of-Thought, hallucination control, evaluation, local inference. πŸ”΄ Phase 4 – Modern GenAI Systems RAG, vector databases, fine-tuning (LoRA/QLoRA), small language models, AI agents, multimodal AI. 🟣 Phase 5 – 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 πŸš€

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Videos(15)

01
60 Days Generative AI Roadmap πŸš€ (Master GenAI in 60 Days) #genai #60DayChallenge #amanailab #ai

60 Days Generative AI Roadmap πŸš€ (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. Here’s what we’ll cover in th

1mo ago

02
πŸš€ Day 1 – AI vs ML vs DL vs GenAI vs Agentic AI (95% people get this wrong!) #ai #genai #amanailab

πŸš€ Day 1 – AI vs ML vs DL vs GenAI vs Agentic AI (95% people get this wrong!) #ai #genai #amanailab

πŸš€ Day 1 – 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

03
Day 2 β€” Discriminative vs Generative AI (Understand the Core of GenAI) | AmanAI Lab

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

04
Day 3 – Understanding Generative AI Models: LLMs & GANs | AmanAI Lab

Day 3 – Understanding Generative AI Models: LLMs & GANs | AmanAI Lab

Day 3 – 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

05
Day 4 – Why Diffusion Models Are Taking Over AI

Day 4 – Why Diffusion Models Are Taking Over AI

#GenerativeAI #Autoencoder #VAE #DiffusionModels #ArtificialIntelligence #MachineLearning #DeepLearning #AIModels #AIExplained #LearnAI #AIEngineer #DataScience #NeuralNetworks #AICommunity #TechLearn

1mo ago

06
Day 5 – Autoregressive Models Deep Dive | AmanAI Lab

Day 5 – Autoregressive Models Deep Dive | AmanAI Lab

#GenerativeAI #MachineLearning #AutoregressiveModels Day 5 – Autoregressive Models Explained | AmanAI Lab Welcome to Day 5 of the 60 Days Generative AI Series πŸš€ In this video, we explore Autoregre

1mo ago

07
Day  6 - Foundation Models & Multimodal AI Explained | AmanAI Lab

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

08
Day 7 - Embedding Explained Simply πŸ’‘ | Word2Vec, TF-IDF, GloVe, FastText | AmanAI Lab

Day 7 - Embedding Explained Simply πŸ’‘ | 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

09
Day 8 - Recurrent Neural Network (RNN) Explained (Easy Explaining)| AmanAI Lab

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 πŸš€ Day 8: Recurrent Neural

4w ago

10
What AI Companies Actually Ask in Interviews #generativeai #interview #trending

What AI Companies Actually Ask in Interviews #generativeai #interview #trending

#GenerativeAI #AIInterview #MachineLearning #datascientist πŸš€ Starting my 7 Days Generative AI Interview Preparation Series on Aman AI Labs In this series, I will cover: βœ… L1 (Basic Concepts) βœ… L2

3w ago

11
Day 9: Unlocking LSTM - The Key to AI's Memory

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

12
Day 10 : GRU in 5 Minutes (Better than LSTM?)

Day 10 : GRU in 5 Minutes (Better than LSTM?)

πŸš€ Day 10 of 60 Days of Gen AI – 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

13
Day 11: Sequence Modeling's Biggest Crisis | Attention's Answer

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

14
Day 12: Why RNNs Died? Attention Mechanism (Q, K, V) 🀯 | AmanAI Lab

Day 12: Why RNNs Died? Attention Mechanism (Q, K, V) 🀯 | AmanAI Lab

πŸ”₯ Day 12: Why RNNs Died? 🀯 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

15
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