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CON-3189 Fix the piscine structure in AI branch #2748

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Resolves: CON-3189

@Oumaimafisaoui Oumaimafisaoui added 🗂️ docs Documentation 📕 AI Artificial Intelligence labels Oct 1, 2024
@Oumaimafisaoui Oumaimafisaoui self-assigned this Oct 1, 2024
@Oumaimafisaoui Oumaimafisaoui added the 🤸 skip-check-links Skip check links label Oct 1, 2024
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I left few comments

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please fix all the Resources link

@@ -28,15 +38,15 @@ The audit will provide the code and output because it is not straightforward to
_Version of Keras I used to do the exercises: 2.4.3_.
I suggest to use the most recent one.

### **Resources**
### Resources

- https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
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fix link format

@@ -28,15 +38,15 @@ The audit will provide the code and output because it is not straightforward to
_Version of Keras I used to do the exercises: 2.4.3_.
I suggest to use the most recent one.

### **Resources**
### Resources

- https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
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fix link format


- https://scikit-learn.org/stable/tutorial/basic/tutorial.html
- https://scikit-learn.org/stable/getting_started.html
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fix link format


- https://scikit-learn.org/stable/tutorial/basic/tutorial.html
- https://scikit-learn.org/stable/getting_started.html

- https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html
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fix link format


- https://scikit-learn.org/stable/tutorial/basic/tutorial.html
- https://scikit-learn.org/stable/getting_started.html

- https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html

- https://scikit-learn.org/stable/modules/linear_model.html
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fix link format

@@ -25,7 +45,7 @@ However the exercises won't cover architectures as RNN, LSTM - used on sequences
_Version of NumPy I used to do the exercises: 1.18.1_.
I suggest to use the most recent one.

### **Resources**
### Resources

- https://victorzhou.com/blog/intro-to-neural-networks/
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fix link format

@@ -26,7 +34,7 @@ Word embeddings is a technique where individual words of a domain or language ar

I suggest using the most recent libraries.

### **Resources**
### Resources

- https://spacy.io/usage/spacy-101
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fix link format

@@ -30,7 +38,7 @@ Today, we we will learn to preprocess text data and to create a bag of word repr

I suggest to use the most recent libraries.

### **Resources**
### Resources

- https://towardsdatascience.com/your-guide-to-natural-language-processing-nlp-48ea2511f6e1
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fix link format

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fix links format

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