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AI-For-Beginners
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lessons/2-Symbolic/README.md
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## ✍️ Exercise: A Family Ontology
See [FamilyOntology.ipynb](https://github.com/microsoft/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) for an example of using Semantic Web techniques to reason about family relationships. We will take a family tree represented in common GEDCOM format and an ontology of family relationships and build a graph of all family relationships for given set of individuals.
See [FamilyOntology.ipynb](https://github.com/Ezana135/AI-For-Beginners/blob/main/lessons/2-Symbolic/FamilyOntology.ipynb) for an example of using Semantic Web techniques to reason about family relationships. We will take a family tree represented in common GEDCOM format and an ontology of family relationships and build a graph of all family relationships for given set of individuals.
## Microsoft Concept Graph

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lessons/3-NeuralNetworks/03-Perceptron/lab/PerceptronMultiClass.ipynb
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"outputs": [],
"source": [
"!rm *.pkl\n",
"!wget https://raw.githubusercontent.com/microsoft/AI-For-Beginners/main/data/mnist.pkl.gz\n",
"https://github.com/mnielsen/neural-networks-and-deep-learning/blob/master/data/mnist.pkl.gz",
"!gzip -d mnist.pkl.gz"
]
},