🧬 Deep Learning

Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques

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Deep Learning ⚡ AI Lesson

18: Object Recognition (cont'd), Texture Perception

MIT OpenCourseWare Intermediate 4mo ago

Deep Learning

Lec 16. Generative Models: Conditional Models

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

Lec 15. Generative Models: Representation Learning Meets Generative Modeling

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

Lec 04. Architectures: Grids

MIT OpenCourseWare Beginner 5mo ago

Deep Learning ⚡ AI Lesson

Lec 10. Architectures: Memory

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

Lec 11. Representation Learning: Reconstruction-Based

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

Lec 14. Generative Models: Basics

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

Lec 12. Representation Learning: Similarity-Based

MIT OpenCourseWare Beginner 5mo ago

Deep Learning ⚡ AI Lesson

Lec 19. Transfer Learning: Data

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

PyTorch Tutorial

MIT OpenCourseWare Beginner 5mo ago

Deep Learning ⚡ AI Lesson

Lec 18. Transfer Learning: Models

MIT OpenCourseWare Beginner 5mo ago

Deep Learning

3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

MIT OpenCourseWare Advanced 7mo ago

Deep Learning ⚡ AI Lesson

8: Deep Learning for Natural Language – Transformers, Self-Supervised Learning

MIT OpenCourseWare Beginner 7mo ago

Deep Learning

2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data

MIT OpenCourseWare Beginner 7mo ago

Deep Learning

4: Deep Learning for Computer Vision – Transfer Learning and Fine-Tuning; Intro to HuggingFace

MIT OpenCourseWare Beginner 7mo ago

Deep Learning

11: Generative AI – Text-to-Image Models

MIT OpenCourseWare Beginner 7mo ago

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Python Generators

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Sentiment Analysis with Deep Learning using BERT

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Practical Python for AI Coding 1

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Aerial Image Segmentation with PyTorch

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Capstone Assignment - CDSS 5

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Deep Learning with PyTorch

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Basic Image Classification with TensorFlow

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NLP in Engineering: Concepts & Real-World Applications

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High Voltage Schottky and p-n Diodes

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Feature Engineering em Português Brasileiro

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Building Vision and NLP Workflows with TensorFlow pipelines

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Generative AI and LLMs: Architecture and Data Preparation

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Intro to TensorFlow en Español

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Secure AI Interpret and Protect Models

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Create a Superhero Name Generator with TensorFlow

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Programming Generative AI: Unit 2

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ML Pipelines on Google Cloud - Português

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Fundamentals of Deep Learning

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