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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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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.

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