DEEP LEARNING

ARTIFICIAL INTELLIGENCE

LET'S BUILD TOGETHER

http://rockalabs.com

xergioalex

Sergio A. Florez

TECH LEAD && FULL STACK DEVELOPER

LET'S BUILD TOGETHER

LET'S BUILD TOGETHER

LET'S BUILD TOGETHER

LET'S BUILD TOGETHER

LET'S BUILD TOGETHER

LET'S BUILD TOGETHER

ARTIFICIAL INTELLIGENCE

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WEEK AI

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STRONG AI

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SUPER AI

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SINGULARITY AI

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MACHINE LEARNING

Field of A.I focused on systems that can learn autonomously.

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Learning in this context means finding complex patterns in millions of data

 

SUPERVISED LEARNING

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Allows to make future predictions based on behaviors or characteristics that have been seen in the data already stored

UNSUPERVISED LEARNING

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Use historical data that are not labeled The purpose is to explore them to find the structure or the way to organize them.

EXAMPLE OF UNSUPERVISED LEARNING

K-NN

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NEURONAL NETWORKS

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They are the basis of all AI. They work exactly like the neurons of our brain at the conceptual level.

NEURONAL NETWORKS

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Knowledge works through inputs that arrive through our senses (sight, touch, smell, hearing, taste), in machines these inputs are simply data that we pass by ram memory to an algorithm.

PERCEPTRON

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DEEP LEARNING

Learning at multiple levels, each hidden layer is responsible for recognizing different characteristics, and deliver them as input to the next layer.

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MATEMHATICS, LINEAR ALGEBRA, CALCULUS, STATISTICS && GRAPHS

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VECTORIZATION

The art of getting rid of the for loops in the code

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APLICATIONS

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SEARCH AND PATTER RECOGNITION

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PREDICTIONS

(Markov chains)

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IMAGE RECOGNITION

 

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DIGITS RECOGNITION

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SHOW AND TELL (Accesibility)

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STELLARATOR

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LET'S BUILD TOGETHER

http://rockalabs.com

xergioalex

Sergio A. Florez

TECH LEAD && FULL STACK DEVELOPER

Introduction to AI and Deep Learning

By RockaLabs

Introduction to AI and Deep Learning

Introduction to AI and Deep Learning

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