Udemy - Deep Learning - Convolutional Neural Networks in Python

Deep Learning: Convolutional Neural Networks in Python

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Last updated 1/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 13h 53m | Size: 4.01 GB

Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

What you'll learn
Understand convolution and why it's useful for Deep Learning
Understand and explain the architecture of a convolutional neural network (CNN)
Implement a CNN in TensorFlow 2
Apply CNNs to challenging Image Recognition tasks
Apply CNNs to Natural Language Processing (NLP) for Text Classification (e.g. Spam Detection, Sentiment Analysis)
Understand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion

Requirements
Basic math (taking derivatives, matrix arithmetic, probability) is helpful
Python, Numpy, Matplotlib