From 2e58bcc9bf60ac6b5aa771d559d98c6fbcc0ffc2 Mon Sep 17 00:00:00 2001 From: Oumaima Fisaoui <48260689+Oumaimafisaoui@users.noreply.github.com> Date: Sun, 27 Oct 2024 22:44:03 +0100 Subject: [PATCH] Fix ressources --- subjects/ai/emotions-detector/README.md | 1 - subjects/ai/keras-2/README.md | 2 +- subjects/ai/keras/README.md | 2 +- subjects/ai/linear-regression/README.md | 6 +++--- subjects/ai/neural-networks/README.md | 6 +++--- subjects/ai/nlp-spacy/README.md | 8 ++++---- subjects/ai/pipeline/README.md | 4 ++-- 7 files changed, 14 insertions(+), 15 deletions(-) diff --git a/subjects/ai/emotions-detector/README.md b/subjects/ai/emotions-detector/README.md index cbf9c0926..f95b70dee 100644 --- a/subjects/ai/emotions-detector/README.md +++ b/subjects/ai/emotions-detector/README.md @@ -171,4 +171,3 @@ Balance technical prowess with psychological insight: as you fine-tune your CNN - [Hack the CNN](https://medium.com/@ageitgey/machine-learning-is-fun-part-8-how-to-intentionally-trick-neural-networks-b55da32b7196) - [Convolutional Neural Network](https://arxiv.org/pdf/1812.06387.pdf) - diff --git a/subjects/ai/keras-2/README.md b/subjects/ai/keras-2/README.md index 92ce31874..4bf60627f 100644 --- a/subjects/ai/keras-2/README.md +++ b/subjects/ai/keras-2/README.md @@ -40,7 +40,7 @@ I suggest to use the most recent one. ### Resources -- https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/ +- [Neural network](https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/) --- diff --git a/subjects/ai/keras/README.md b/subjects/ai/keras/README.md index c6712a1bf..2ae37447b 100644 --- a/subjects/ai/keras/README.md +++ b/subjects/ai/keras/README.md @@ -40,7 +40,7 @@ I suggest to use the most recent one. ### Resources -- https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/ +- [Neural network](https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/) --- diff --git a/subjects/ai/linear-regression/README.md b/subjects/ai/linear-regression/README.md index d9df00566..2fa385018 100644 --- a/subjects/ai/linear-regression/README.md +++ b/subjects/ai/linear-regression/README.md @@ -46,11 +46,11 @@ _Version of Scikit Learn I used to do the exercises: 0.22_. I suggest using the #### To start with Scikit-learn -- https://scikit-learn.org/stable/getting_started.html +- [Scikit](https://scikit-learn.org/stable/getting_started.html) -- https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html +- [Introducing Scikit](https://jakevdp.github.io/PythonDataScienceHandbook/05.02-introducing-scikit-learn.html) -- https://scikit-learn.org/stable/modules/linear_model.html +- [Linear Model](https://scikit-learn.org/stable/modules/linear_model.html) #### Machine learning methodology and algorithms diff --git a/subjects/ai/neural-networks/README.md b/subjects/ai/neural-networks/README.md index a2fcbf783..a87e18242 100644 --- a/subjects/ai/neural-networks/README.md +++ b/subjects/ai/neural-networks/README.md @@ -47,11 +47,11 @@ I suggest to use the most recent one. ### Resources -- https://victorzhou.com/blog/intro-to-neural-networks/ +- [Neural networks](https://victorzhou.com/blog/intro-to-neural-networks/) -- https://srnghn.medium.com/deep-learning-overview-of-neurons-and-activation-functions-1d98286cf1e4 +- [Deep Learning](https://srnghn.medium.com/deep-learning-overview-of-neurons-and-activation-functions-1d98286cf1e4) -- https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9 +- [Machine Learning](https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9) --- diff --git a/subjects/ai/nlp-spacy/README.md b/subjects/ai/nlp-spacy/README.md index a68e66606..22557a720 100644 --- a/subjects/ai/nlp-spacy/README.md +++ b/subjects/ai/nlp-spacy/README.md @@ -36,10 +36,10 @@ I suggest using the most recent libraries. ### Resources -- https://spacy.io/usage/spacy-101 -- https://spacy.io/api/doc -- https://www.analyticsvidhya.com/blog/2021/06/nlp-application-named-entity-recognition-ner-in-python-with-spacy/ -- https://medium.com/mlearning-ai/nlp-04-part-of-speech-tagging-in-spacy-dc3e239c2726 +- [Spacy](https://spacy.io/usage/spacy-101) +- [NLP](https://spacy.io/api/doc +- https://www.analyticsvidhya.com/blog/2021/06/nlp-application-named-entity-recognition-ner-in-python-with-spacy/) +- [NLP 2](https://medium.com/mlearning-ai/nlp-04-part-of-speech-tagging-in-spacy-dc3e239c2726) --- diff --git a/subjects/ai/pipeline/README.md b/subjects/ai/pipeline/README.md index 67013a04d..a0a22440c 100644 --- a/subjects/ai/pipeline/README.md +++ b/subjects/ai/pipeline/README.md @@ -137,9 +137,9 @@ If the data is split in train and test set, it is extremely important to apply t Resources: -- https://medium.com/technofunnel/what-when-why-feature-scaling-for-machine-learning-standard-minmax-scaler-49e64c510422 +- [Machine Learning](https://medium.com/technofunnel/what-when-why-feature-scaling-for-machine-learning-standard-minmax-scaler-49e64c510422) -- https://scikit-learn.org/stable/modules/preprocessing.html +- [Preprocessing](https://scikit-learn.org/stable/modules/preprocessing.html) ---