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Overview
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 LearningUnderstand and explain the architecture of a convolutional neural network (CNN)Implement a CNN in TensorFlow 2Apply CNNs to challenging Image Recognition tasksApply 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 Ever wondered how AI...
Syllabus
- Welcome
- Google Colab
- Machine Learning and Neurons
- Feedforward Artificial Neural Networks
- Convolutional Neural Networks
- Natural Language Processing (NLP)
- Convolution In-Depth
- Convolutional Neural Network Description
- Practical Tips
- In-Depth: Loss Functions
Instructor
Lazy Programmer Inc.
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