Most learning is superficial and fades quickly. This podcast will equip you to move to learning that is durable because it is deep. Deep learning lasts because it respects the way the brain works. Inquiring minds want to know "how" and "why"—not just what!
Welcome to The Deep Learning Crowd Podcast. We talk about individual journey's in the world of AI and discuss topics around Deep Learning. We discover first hand from our guests about some of the most interesting applications their companies are using right now.
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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Deep Learning 2018 (QHD 1920 - Video & Folien)
Prof. Dr. Andreas Maier
Deep Learning (DL) has attracted much interest in a wide range of applications such as image recognition, speech recognition and artificial intelligence, both from academia and industry. This lecture introduces the core elements of neural networks and deep learning, it comprises: (multilayer) perceptron, backpropagation, fully connected neural networks loss functions and optimization strategies convolutional neural networks (CNNs) activation functions regularization strategies common practic ...
Find me on Github/Twitter/Kaggle @SamDeepLearning. Find me on LinkedIn @SamPutnam. This Podcast is supported by Enterprise Deep Learning | Cambridge/Boston | New York City | Hanover, NH | http://www.EnterpriseDeepLearning.com. Contact: Sam@EDeepLearning.com, 802-299-1240, P.O. Box 863, Hanover, NH, USA, 03755. We move deep learning to production. I teach the worldwide Deploying Deep Learning Masterclass at http://www.DeepLearningConf.com in NYC regularly and am a Deep Learning Consultant ser ...
Most AI research today is done by elite universities and corporate labs. The pursuit of science and creativity should be a viable project for any person, from any walk of life, who is excited by that feeling of mystery and building something that grows. chloe is an end to end neural network chatbot written in PyTorch based on the transformer. Accomplishing goals through conversation is a task we can relate to, chatbots are an ideal agent through which to connect new research to our current u ...
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Deep and Durable Learning

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The 7 C's of Cognition: Achieving Coherence
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The 7C's of Cognition: Curiosity, Conceptualization, Connectivity, Constrained Capacity, Chunking, Consolidation, and Creativity. Creating Coherence.Michael Gray
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The Deep Learning Crowd

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Florian Scherl - Founder of FAST AI Movies
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Florian is an 18-year-old entrepreneur and founder of Fast AI Movies. Despite Florian's age, he is advancing very fast in AI and business. At 13 years old he taught himself programming and then AI. In our chat today we talk about Florian's unique journey into his passion for AI. We were able to really discover the mindset of a young entrepreneur an…
Your brain is never off duty. While your body sleeps your brain actively and purposefully retrieves prior knowledge to sharpen it and harmonize it with new learning through the process of consolidation.Michael Gray
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Deep and Durable Learning

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Constrained by Capacity
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Learning is sabotaged when the cognitive load of the task is too high as well as when it is too low. Learn how to optimize cognitive load.Michael Gray
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The Deep Learning Crowd

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Luisa Buinhas - Co-Founder of Vyoma
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Luisa is the Co-Founder & Space Systems Engineer for the start up Vyoma in Munich. Luisa has plans to build and operate an innovative, satellite-based observation system for space debris with the power of AI. In our chat today we discover their journey so far and the unique drive of an employee first business model. We talk computer vision and mach…
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Deep and Durable Learning

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Chunks: A Creative Cognitive Strategy
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Chunking removes the obstacle of our extremely limited working memory by leveraging the hard-wired pattern making of the brain to create networks of powerful, logically-linked concepts.Michael Gray
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Deep and Durable Learning

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Forgetting is Fortunate
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The brain ruthlessly discards information, but relentless forgetting allows us to remain flexible as learners.Michael Gray
New concepts don’t float around but are logically negotiated into an appropriate place in our mental framework of concepts.Michael Gray
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Deep and Durable Learning

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Constructing Concepts
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The process of concept (idea) formation in the brain is the universal mechanism for learning with understanding.Michael Gray
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Deep and Durable Learning

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Curiosity Fuels Learning
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Curiosity is essential and is the foundation of learning.
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The Deep Learning Crowd

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Firas Lethaus - Co-Founder of Volkswagen AI Team & Head of Deep Learning
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Firas is the Co-Founder of Volkswagens AG AI Team and Head of Deep Learning at the Expert Centre in Munich. A gentlemen who has dedicated his life to Data and AI. Firas has worked for multiple big players in the industry such as Audi, DLR & now Volkswagen. Today we get to learn from Firas's perspective on the current state of AI, effectively buildi…
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Deep and Durable Learning

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How The Human Brain Learns
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Knowledge of the human brain enables us to optimize learning. Exploring the 7 C's of Cognition.
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The Deep Learning Crowd

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Alexey Grigorev - Principle Data Scientist & Founder of DataTalks.Club
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Alexey Grigorev is a Principle Data Scientist at OLX Group and founder of DataTalks.Club with the vision to be the go to community for everything data. Alexey is a true expert and today he channels his knowledge into topics around the booming area of MLOps. Alexey shares advice for young and aspiring Data Scientists and we will also find out what h…
There is currently a mood of dismissal and even denigration of experts. "Strongly held opinions should be granted the status of facts," say some laypeople. This episode explains why learning requires transformative expertise outside oneself.Mike Gray
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The Deep Learning Crowd - Ritesh Kanjee - CEO & Founder - Augmented Startups
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Ritesh Kanjee is a computer vision expert who has channelled his skillset into training and mentoring which led him to create Augmented Startups. Ritesh prides himself in being a Computer Vision and AI content creator and has amassed nearly 100,000 subscribers on YouTube. His company, Augmented Startups are at the forefront of Artificial Intelligen…
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Deep and Durable Learning

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Memorizing Irrelevant Stuff
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Educational curricula are obsessed with information. Rigor means more information is covered. Learn how to overcome the systemic prioritization of information over real knowing.Mike Gray
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Deep and Durable Learning

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Coming out of the Fog: Epistemology Part 2
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Knowledge requires a human knower. A person can be said to know something when they believe it to be true and they can justify that belief using reason and evidence.Mike Gray
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Deep and Durable Learning

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Confusion Says: Epistemology Part 1
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Information and Knowledge are not the same thing. Learning is much more than collecting information! Join me as we explore how data is used to create information and information is used by human knowers to create knowledge.Mike Gray
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The Deep Learning Crowd - Nikolaas Steenbergen - Co-founder - 030Solutions.
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In todays episode I will be speaking with Nikolaas Steenbergen, Co-Founder of 030Solutions. A brand new start-up based in Berlin which uses laser and image data from mobile mapping vehicles or drones, using a smart AI software to survey, record and analyze data for mapping distributed infrastructure such as electricity distribution networks. Nikola…
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Deep and Durable Learning

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The Dark Side of Information
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Information is readily available, but so is misinformation. Don't believe everything you see on your screen. Actively resist your native confirmation bias that shops for prepackaged opinions that square with your preconceptions/tribe. Learning requires intellectual humility that assumes a willingness to be taught.…
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The Deep Learning Crowd - Leon Szeli - Co-Founder & CEO - Presize
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In this episode I will be speaking with Leon Szeli, CEO and Co-Founder of Presize, an exciting Start-up in Munich which has already created huge waves in the eCommerce and AI world. I will be getting to know Leon and how his progressed so quickly but effectively in the last 2 years. We will be covering his unique product in the field of computer vi…
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The Deep Learning Crowd – Dr. Holger Bartel – CEO & Founder
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I am very excited to announce the 1st episode of The Deep Learning Crowd Podcast - where I speak to Dr. Holger Bartel, CEO & Founder of RealRate In this episode, we get to know Holger and what RealRate do in the world of AI. We break down XAI and the concerns we are facing, also understanding Hybrid AI and the importance of it. Lastly we dive into …
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Deep and Durable Learning

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Introduction to Deep and Durable Learning
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Mike Gray
Here is give a 4 min summary of Andrew Yang and why his ideas are correct--- Support this podcast: https://anchor.fm/ChloeRobotics/support
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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13 - Deep Learning 2018
1:25:13
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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12 - Deep Learning 2018
1:18:55
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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11 - Deep Learning 2018
1:14:26
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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10 - Deep Learning 2018
1:11:28
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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9 - Deep Learning 2018
1:12:51
1:12:51
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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8 - Deep Learning 2018
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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7 - Deep Learning 2018
1:07:27
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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6 - Deep Learning 2018
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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5 - Deep Learning 2018
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M. Sc. Katharina Breininger
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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4 - Deep Learning 2018
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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3 - Deep Learning 2018
1:07:21
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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2 - Deep Learning 2018
1:28:39
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Prof. Dr. Andreas Maier
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Deep Learning 2018 (QHD 1920 - Video & Folien)


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1 - Deep Learning 2018
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Tobias Würfl
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Deep Learning: Zero to One


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Art Generation - Facebook AI Research, Google DeepDream, and Ruder's Style Transfer for Video - Deep Learning: Zero to One
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Justin Johnson, now at Facebook, wrote the original Torch implementation of the Gatys 2015 paper, which combines the content of one image and the style of another image using convolutional neural networks. Manuel Ruder’s newer 2016 paper transfers the style of one image to a whole video sequence, and it uses a computer vision technique called optic…
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Deep Learning: Zero to One


I talk through generating 10 melodies, two of which I play at the conclusion using a model trained on thousands of midi examples contained in a .mag Magenta file bundle. I used the Biaxial RNN (https://github.com/hexahedria/biaxial-rnn-music-composition) by a student named Daniel Johnson and the Basic RNN (https://github.com/tensorflow/magenta/tree…
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Deep Learning: Zero to One


I talk through generating an image of IRS tax return characters using a model trained on the IRS tax return dataset - NMIST. The authors trained for 70 hours on 32 GPUs. I used unconditioned image generation to create an image in 6 hours on my MacBook Pro CPU. I used the TensorFlow implementation of Conditional Image Generation with PixelCNN Decode…