GitHub - BatuhanYilmaz26/Data-Science-CheatSheet

Hello there!
Welcome to my learning journey!(Learning never ends.)
In this repository you can see the notebooks that I created from my lectures and from a great book "Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow second edition" by Aurélien Géron, which I've learned tons of valuable information about the field of Data Science, Machine Learning and Deep Learning.

Name		Name	Last commit message	Last commit date
01- Housing Prices.ipynb		01- Housing Prices.ipynb
02- Digit Recognizer.ipynb		02- Digit Recognizer.ipynb
03- Training Linear Models.ipynb		03- Training Linear Models.ipynb
04- Support Vector Machines.ipynb		04- Support Vector Machines.ipynb
05- Decision Trees.ipynb		05- Decision Trees.ipynb
06- Ensemble Learning and Random Forests.ipynb		06- Ensemble Learning and Random Forests.ipynb
07- Dimensionality Reduction.ipynb		07- Dimensionality Reduction.ipynb
08- Unsupervised Learning Techniques.ipynb		08- Unsupervised Learning Techniques.ipynb
09- Artificial Neural Networks with Keras.ipynb		09- Artificial Neural Networks with Keras.ipynb
10- Training Deep Neural Networks.ipynb		10- Training Deep Neural Networks.ipynb
11- Custom Models and Training with TensorFlow.ipynb		11- Custom Models and Training with TensorFlow.ipynb
12- Loading and Preprocessing Data With TensorFlow.ipynb		12- Loading and Preprocessing Data With TensorFlow.ipynb
13- Deep Computer Vision Using Convolutional Neural Networks.ipynb		13- Deep Computer Vision Using Convolutional Neural Networks.ipynb
14- Processing Sequences Using RNNs and CNNs.ipynb		14- Processing Sequences Using RNNs and CNNs.ipynb
15- Natural Language Processing with RNNs and Attention.ipynb		15- Natural Language Processing with RNNs and Attention.ipynb
16- Representation Learning and Generative Learning Using Autoencoders and GANs.ipynb		16- Representation Learning and Generative Learning Using Autoencoders and GANs.ipynb
Modellemeye Giriş.ipynb		Modellemeye Giriş.ipynb
Parametre Optimizasyonu.ipynb		Parametre Optimizasyonu.ipynb
Performans Ölçme.ipynb		Performans Ölçme.ipynb
README.md		README.md
Regresyon Algoritmaları.ipynb		Regresyon Algoritmaları.ipynb
Sınıflandırma Algoritmaları.ipynb		Sınıflandırma Algoritmaları.ipynb
Veri analizi.ipynb		Veri analizi.ipynb
Veri Ön İşleme.ipynb		Veri Ön İşleme.ipynb
Örnek Uygulama 1.ipynb		Örnek Uygulama 1.ipynb
Örnek Uygulama 2.ipynb		Örnek Uygulama 2.ipynb
Örnek uygulama1 (iris.data).ipynb		Örnek uygulama1 (iris.data).ipynb

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