TensorFlow
Projects
CNN
Image Classification
Deep Learning
Guided Project
A step-by-step guided project to build, train, and evaluate a Convolutional Neural Network (CNN) for image classification using TensorFlow 2.20.0 and …
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Projects
LSTM
Text Generation
NLP
Deep Learning
A step-by-step guided project to build a text generation model using Long Short-Term Memory (LSTM) networks in TensorFlow 2.20.0, covering text …
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Machine Learning
Deep Learning
AI
Programming
A comprehensive guide to learning TensorFlow 2.20.0, from fundamental concepts to advanced applications, with practical examples and guided projects …
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LLMs
machine learning
deep learning
Ollama
A complete guide to understanding data science and deep learning for fine-tuning, restructuring, quantizing, and retraining local LLMs like Ollama.
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Advanced Programming
AI
Deep Learning
Data Science
Concurrency
Clean Code
A comprehensive guide to advanced Python programming, covering clean code principles, performance optimization, concurrency with asyncio, and best …
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Deep Learning
AI
Machine Learning
Transformers
Architecture
A comprehensive guide to understanding Large Language Model (LLM) architectures, from fundamental types and parameter counts to the specific …
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Deep Learning
AI
Machine Learning
Quantization
Model Optimization
Local LLMs
PyTorch
A comprehensive guide to Large Language Model (LLM) quantization, covering its principles, various techniques (4-bit, 8-bit, GGUF), practical …
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PyTorch
AI
Machine Learning
Neural Networks
Python
A comprehensive guide to Deep Learning with PyTorch, covering foundational tensor operations, neural network construction, custom training, and …
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Deep Learning
AI
Machine Learning
Fine-tuning
PyTorch
Hugging Face
A comprehensive guide to Large Language Model (LLM) pre-training and fine-tuning concepts, covering Supervised Fine-tuning (SFT), Parameter-Efficient …
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LLMOps
AI
Machine Learning
Deep Learning
DevOps
LLM
Agentic AI
Practical Guide
A comprehensive and practical guide to MLOps and LLMOps principles and practices for managing the lifecycle of Large Language Models and Agentic AI …
ACCESS_FILE >>NLP
Deep Learning
AI
Machine Learning
Transformers
PyTorch
Python
A comprehensive guide to Natural Language Processing fundamentals, including text preprocessing, word embeddings, and an in-depth exploration of …
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LLM
RAG
Deep Learning
NLP
Vector Database
LangChain
Practical Guide
A comprehensive and practical guide to Retrieval-Augmented Generation (RAG), covering its core components, document loading, chunking, embedding, …
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