Machine Learning
- Autor: Vários
- Narrador: Vários
- Editora: Podcast
- Duração: 281:18:19
- Mais informações
Informações:
Sinopse
Machine learning is the most important technological breakthrough in the 21st century. Listen to my views on the future of machine learning
Episódios
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Kshitij Bichave introduces beginners to reinforced learning
09/06/2020 Duração: 38minLearn how to get started in reinforced learning . Learn about the major breakthroughs in game playing and physics engines making reinforced learning interesting to use. Learn about reinforcement tools like open ai gym, or dota Rl coach, ray, rlkit, truffle --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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The shortage is not data, the shortage is logic on the edge
06/06/2020 Duração: 45minMachines could create logic and language on the edge --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Honest Business
03/06/2020 Duração: 16minThe complete idea: Several peopled involved in decision-making combined are not as powerful as a single vision. Accepting conventional solutions dilutes great ideas. Wo from covering up sin: "A completely honest and straight forward announcement to the public would have been more effective." --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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The feds bond buying reasons in the primary and secondary bond market and the affect on etfs
31/05/2020 Duração: 31minThe announcement of the creation of the smccf caused corporate bond ETFs to line up with their NAVs. I provide a more detailed debate on the feds actions --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Junk bonds
30/05/2020 Duração: 44minWhat could happen because of destabilization in the junk bond market --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Mechanisms of the mind
29/05/2020 Duração: 26minThe brain may not be as difficult to understand as previously thought. Instead, the problem may be it is too easy to understand. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Ryan Russon talks about human in the loop adding value through automation
27/05/2020 Duração: 28minWe talk about learning from the past and making predictions in the future. It is more important to develop small developments that have fast return on investment than to build spocks brain https://www.meetup.com/Machine-Learning-Utah/ https://www.meetup.com/utah-data-engineering-meetup/ https://www.meetup.com/SLCPython/ --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Cnn networks and pooling and regularization and drop rate
27/05/2020 Duração: 08minVisualizing your network to understand why it work --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Business process improvement
25/05/2020 Duração: 25minWhen an organization fails to make continuous simplification efforts a major portion of the managing process, it invites difficulty and poor performance; simplification is achieved by combining similar activities, reducing the amount of handling (reduce delays caused by handoffs and decision making), eliminating unused data and copies, and refining standard reporting. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Leading on the Competitive Edge
22/05/2020 Duração: 07minEven in the worst employment environments a person has a 33% chance of improvement through creativity and an imaginative idea is needed. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Convolution neural networks and deep learning
21/05/2020 Duração: 20minCnn are the foundation of object recognition and a form of deep learning --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Ai and ml recap for the week. Thoughts about the future
16/05/2020 Duração: 43minTalking about this week
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Deep learning with keras - linear and categorical classification
16/05/2020 Duração: 21minBuilding different types of multi layer networks to find signal --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Mechanisms of the mind: interest and importance and model building
15/05/2020 Duração: 29minOnce a model is constructed, it has a life and working of its own. With a model, you put the pieces together and learn from what happens. A model is a method of transferring some relationship or process from its actual setting to a setting where it is more conveniently studied. In a model, relationships and processes are preserved unchanged though the things that are being related may be changed. All models involve the transformation of relationship from their original setting into another. Once the transformation has been made, then the relationship within the model itself indicates what can happen. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Ideas that stick
14/05/2020 Duração: 13minWe must explain our ideas in terms of human actions, in terms of sensory information. Mission statements, synergies, strategies, visions - they are often ambiguous to the point of being meaningless. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Kimi Nishimoto talks about breathing behaviors affecting sleep and health
13/05/2020 Duração: 30minhttp://www.mouthmusclememory.com. Nasal congestion: leads to: not enough airflow or oxygen to the brain and body. We will have to use the emergency system aka mouth breathe to get enough airflow. Nasal congestion can be caused by allergies, rhinitis (stuffy nasal passages), food intolerances, mouth breathing, environment, underdeveloped maxilla bone and a high palate and smaller nasal cavity. Tongue thrust or abnormal swallow: lead to changes in the palate development in children (high, narrow, narrow arch shape, lack of forward growth and underdeveloped maxilla bone leading to flat middle profile). The tongue swallows 1,000-1,500 times a day so the tongue is constantly pushing the teeth and causing orthodontic relapse, teeth shifting, or open bite. https://anchor.fm/kimi-nishimoto --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Mind set, future consumer behavior is embedded in current trend
12/05/2020 Duração: 13minThe future is embedded in the present. The future being embedded in the present does not mean extrapolating everything into the future. It means finding seeds of the future in the ground and not in the wide sky. In other words, change will take time and don’t get to far from what the crowd thinks and is demanding as emerging trends, products and services. --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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How consumers think and how to find meaning from data
10/05/2020 Duração: 20minMarket analysis --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Machine learning and analyzing risks for public utilities
09/05/2020 Duração: 30minRisk is one area that ai can be applied --- Send in a voice message: https://anchor.fm/david-nishimoto/message
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Kmeans clustering, hierarchical clustering and sentiment analysis to find trend
07/05/2020 Duração: 10minNormalizing data to reduce variance is necessary preparation of data. Normalizing is rescaling they data to a standard deviation of 1. Sentiment analysis can analyze text content for negative or positive words. --- Send in a voice message: https://anchor.fm/david-nishimoto/message