ML - The way the world works - analyzing how things work

Ritchie says to Kismet, “I want to show you this watch my girlfriend gave me.” Kismet dutifully looks at the watch. Kismet was picking up on the social clues and the directions of attention. When Ritchie brought the watch into Kismets center of view, a few inches below his face where Kismet was foveated and when he brought his index finger up and tapped the watch the motion actived Kismets attenti...

Learn 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

Machines could create logic and language on the edge

The 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."

The 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

What could happen because of destabilization in the junk bond market

The brain may not be as difficult to understand as previously thought. Instead, the problem may be it is too easy to understand.

We 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/

Visualizing your network to understand why it work

When 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.

Even in the worst employment environments a person has a 33% chance of improvement through creativity and an imaginative idea is needed.

Cnn are the foundation of object recognition and a form of deep learning

Talking about this week

Building different types of multi layer networks to find signal

Once 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....

We 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.

http://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. Tong...

The 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.

Market analysis

Risk is one area that ai can be applied

Normalizing 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.

Unsupervised learning

Consider a many-player game played over and over. Each player keeps changing his strategy until no further change will make him better off. Equilibrium is reached when each player has chosen a strategy that is optimal for him, given the strategies that the other players are following.

Everything starts with inference about a business situation . It then moves to observation and experimentation. An finally if an case for impact can be built into ml production either through automation or detection

C controls the degree of regularization. Gamma controls the smoothness of the boundary. Kernel can improve speed. Penalty controls the loss function