Unleash Machine Learning: Build Artificial Neuron in Python

Unleash Machine Learning: Build Artificial Neuron in Python

Cars that drive themselves hundreds of miles with no accidents?Algorithms that recognize objects and faces from images with better performance than humans?All possible thanks to Machine Learning!In this course you will begin Machine Learning by implementing and using your own

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What you'll learn

• Build from scratch your own Artificial Neural Network
• Know the fundamentals of Machine Learning and ANN
• Train your ANN using 3 different datasets with increasing complexity
• Predict the correct output using your trained ANN
• Evaluate the accuracy of your predictions
• Use scikit-learn, numpy and opencv

Requirements

• Install scikit learn (for windows use anaconda)
• Python 2.7.X working
• ipython notebook working

Cars that drive themselves hundreds of miles with no accidents?

Algorithms that recognize objects and faces from images with better performance than humans?

All possible thanks to Machine Learning!

In this course you will begin Machine Learning by implementing and using your own Artificial Neuronal Network for beginners.

In this Artificial Neuronal Network course you will:

• understand intuitively and mathematically the fundamentals of ANN
• implement from scratch a multi layer neuronal network in Python
• load and visually explore different datasets
• transform the data
• train you network and use it to make predictions
• measure the accuracy of your predictions
• use machine learning tools and techniques

Jump in directly:

All sourcecode and notebooks on public GitHub

Apply Machine Learning: section 4

Implement the ANN: section 3

Full ride: section 1, 2, 3, 4

Who this course is for:

• SHOULD NOT: beginners in Python
• SHOULD NOT: experts in Machine Learning
• SHOULD: students that want to begin Machine Learning with concepts and tools
• SHOULD: students who want to learn and gain insights into why Artificial Neural Networks are such a powerful and unique tool

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