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Machine Learning - Projects (Supervised Learning, Unsupervised, Deep Learning, NLP)

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Name		Name	Last commit message	Last commit date
Latest commit History 166 Commits
Data Preprocessing		Data Preprocessing
Deep Learning		Deep Learning
Final applications		Final applications
Model selection		Model selection
Natural Language Processing (NLP)		Natural Language Processing (NLP)
Reinforcement Learning		Reinforcement Learning
Supervised Learning		Supervised Learning
Unsupervised Learning		Unsupervised Learning
README.md		README.md

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Machine Learning - Projects

Not my images ;) (no copyrights)

0. Python ML libraries

0.1 NumPy

0.2 SciPy

0.3 Pandas

1. Data preprocessing

1.1 Data splitting

1.2 Feature scaling

1.3 Replacing missing values (averaging, deleting)

1.4 One hot encoding (categorical data)

1.5 Label Encoding

2. Supervised Learning

2.1 Regression

2.2 Classification

3. Unsupervised Learning

3.1 Clustering

3.2 Dimension Reduction

3.3 Association Rules

4. Reinforcement Learning

5. Deep Learning (DL)

6. Natural Language Processing (NLP)

7. Model selection

8. Hyperparameter tuning (optimization)

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Machine Learning - Projects (Supervised Learning, Unsupervised, Deep Learning, NLP)

python education machine-learning natural-language-processing reinforcement-learning deep-learning neural-networks supervised-learning unsupervised-learning keras-tensorflow

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