Deep Learning: Convolutional Neural Networks in Python

Deep Learning: Convolutional Neural Networks in Python - Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

The course you mentioned is about Deep Learning Convolutional Neural Networks and it is available on Udemy. It covers the following topics:

• Introduction to Deep Learning and Convolutional Neural Networks
• Theano and TensorFlow libraries
• Building a Convolutional Neural Network (CNN) in Theano and TensorFlow
• Training a CNN using Backpropagation
• Fine-tuning a pre-trained CNN
• Visualizing CNNs

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)

Unsupervised Deep Learning in Python

Autoencoders, Restricted Boltzmann Machines, Deep Neural Networks, t-SNE and PCA

Data Science: Deep Learning and Neural Networks in Python

The MOST in-depth look at neural network theory for machine learning, with both pure Python and Tensorflow code

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