Neural Networks in Python
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Neural Networks in Python A workshop by MLDLC http://mldlc.xyz Manish Shivanandhan Machine Learning Engineer, Adappt Ltd. http://www.manishshivanandhan.com/
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Transcript of Neural Networks in Python
Neural Networks in PythonA workshop by MLDLC
http://mldlc.xyz
Manish Shivanandhan
Machine Learning Engineer, Adappt Ltd.
http://www.manishshivanandhan.com/
● One of the fastest growing meetup groups worldwide
Machine Learning & Deep Learning Community
● 500+ members in two months
● Most active meetup group in Machine/Deep Learning topics
About Me
● Dropout, Consultant, Data Scientist
● Adappt Ltd - Clients include WHO & Curation
● Speaker on Technology & Startups
Agenda
● Introduction to basic pattern recognition
● Mechanics of Neural Networks
● Advanced Neural Networks - CNN, RNN
Machine LearningThe art of finding patterns
X 0 1 2 3 4 5
Y 0 1 4 9 16 25
F(x) = Y = X**2
● Classification, Regression
● Supervised, Unsupervised, Reinforcement
Why Neural Networks?
● Amazingly high level of accuracy - Large Data sets needed
● Efficient learning models - High processing power
● Works only on complex data sets - Fails in simpler cases
How Neural Nets Work?
</Code…>
Convolutional Neural NetworksEg. Image recognition
Recurrent Neural NetworksEg. Text generation
Resources
● http://natureofcode.com/
● http://neuralnetworksanddeeplearning.com/
● https://www.udacity.com/course/deep-learning--ud730
