Tech Talk Introduction to Machine Learning. Neuronal networks – Computer Vision – NLP

Tech Talk Introduction to Machine Learning (Neuronal networks – Computer Vision – NLP) & Tensorflow Tutorial:

00:00 – Tech Talk topics

01:15 – Introduction to Machine Learning

03:43 – Types of Learning (Supervised & Unsupervised)

05:36 – Linear Regression and Gradient Descend

12:33 – Bias & Variance

16:35 – Non linear functions (Logistic Regression and Sigmoid)

18:37 – Neuronal Networks

24:00 – Activation Functions (Identity, Sigmoid and ReLU)

25:31 – Computer Vision

29:37 – Convolution

34:01 Convolutional Neural Networks (CNN)

35:20 – NLP (Natural Lenguage Programming)

37:03 – Tensorflow Tutorial

45:40 – Tensorflow Demo

 

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