Deep Learning and Neural Networks with Python

Overview

Embark on a transformative journey into the realms of deep learning, artificial intelligence, and artificial neural networks with our comprehensive course, tailored for individuals with prior Python experience. Master the essentials and beyond in this dynamic field, designed to demystify the complex technologies that are shaping our future.

This engaging course covers a broad array of topics, including:

• Artificial Neural Networks
• Multi-Layer Perceptions
• Tensorflow
• Keras
• Convolutional Neural Networks
• Recurrent Neural Networks
• Variational Auto-Encoders (VAEs)
• Generative Adversarial Networks (GANs)

But practical application is key! Throughout the course, you will engage with a variety of hands-on activities and exercises:

• Building neural networks for handwriting recognition
• Predicting political affiliations from voting patterns
• Conducting sentiment analysis on movie reviews
• Experimenting with deep neural network architectures
• Creating synthetic images of clothing

Within just a few hours, you'll gain a robust understanding of deep learning and AI, removing any fear or misunderstanding about these powerful technologies. Offered by Skillshare, this course falls under several categories including Python Courses, Deep Learning Courses, and Neural Networks Courses, providing a thorough educational experience that connects theory with real-world application.

Syllabus

Taught by

Frank Kane

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