#3139
Mentioned in 19 episodes
Deep Learning Illustrated
Book • 2019
Deep Learning Illustrated is a comprehensive guide to deep learning, offering a unique visual and interactive approach.
It explains deep learning techniques through straightforward analogies, vivid illustrations, and hands-on Python code in Jupyter notebooks.
The book covers essential theory, including artificial neurons, training, optimization, convolutional nets, recurrent nets, generative adversarial networks (GANs), and deep reinforcement learning.
It also focuses on practical applications such as machine vision, natural language processing, image generation, and game-playing algorithms, using libraries like Keras, TensorFlow, and PyTorch.
It explains deep learning techniques through straightforward analogies, vivid illustrations, and hands-on Python code in Jupyter notebooks.
The book covers essential theory, including artificial neurons, training, optimization, convolutional nets, recurrent nets, generative adversarial networks (GANs), and deep reinforcement learning.
It also focuses on practical applications such as machine vision, natural language processing, image generation, and game-playing algorithms, using libraries like Keras, TensorFlow, and PyTorch.
Mentioned by
Mentioned in 19 episodes
Mentioned by 
Jon Krohn as a book he authored, discussing the challenges of creating an audiobook version due to its illustrations, equations, and Python code.
Jon Krohn as a book he authored, discussing the challenges of creating an audiobook version due to its illustrations, equations, and Python code.
70 snips
#166 - new AI song generator, Microsoft's GPT4 efforts, AlphaFold3, xLSTM, OpenAI Model Spec
Mentioned by 
Andrey Kurenkov as the author of a best-selling book and host of the Super Data Science Podcast.
Andrey Kurenkov as the author of a best-selling book and host of the Super Data Science Podcast.
62 snips
#155 - ChatGPT memory, Altman seeks trillions, Califonia AI regulation, art gen lawsuit
Mentioned by John Crone in the introduction of the Super Data Science Podcast.
35 snips
#161 - Claude 3 beats GPT-4, Stability CEO resigns, DBRX, TacticAI, UN resolution on AI
Mentioned by John Crump when discussing his work and the Super Data Science Podcast.
29 snips
#138 - DALLE-3, YouAgent, Gemini, NExT-GPT, AI book labeling
Mentioned by John Crone in the podcast introduction as his authored book.
24 snips
#159 - Inflection-2.5, Devin, OpenAI board update, SIMA, EU AI Act passed
Recommended by Andrey Kurenkov as the most listened to data science podcast, covering machine learning, AI, and data careers.
Andrey Kurenkov as the most listened to data science podcast, covering machine learning, AI, and data careers.
24 snips
#141 - Adobe AI upgrades, Ernie 4.0, TimeGPT, No Fakes Act, AI drones
