### dvrg/machine-learning-for-learning-resources

This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.

- Stars: 218
- Forks: 248
- Watchers: 218
- Open issues: 4
- Created at: 2018-10-13 15:35:50
- Updated at: 2019-10-25 20:04:56

e-book from Machine Learning Mastery, Thankyou for jason brownlee for the e-books.

- Basic of Linear Algebra for Machine Learning Discover the Mathematical Language of Data in Python
- Statistical Methods for Machine Learning
Discover How to Transform Data into Knowledge with Python
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- Master Machine Learning Algorithms Discover How They Work and Implement Them From Scratch
- Machine Learning Algorithms From Scratch
With Python
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- Machine Learning Mastery With Weka
Analyze Data, Develop Models and Work Through Projects
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- Machine Learning Mastery With Python Understand Your Data, Create Accurate Models and work Projects End-to-End
- Machine Learning Mastery With R Get Started, Build Accurate Models and Work Through Projects Step-by-Step
- Introduction to Time Series Forecasting With Python
How to Prepare Data and Develop Models to Predict the Future
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- Deep Learning with With Python
Develop Deep Learning Models on Theano and TensorFlow Using Keras
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- Long Short-Term Memory Networks With Python
Develop Sequence Prediction Models With Deep Learning
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- Deep Learning for Time Series Forecasting
Predict the Future With MLPs, CNNs, and LSTMs in Python
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- Deep Learning for Natural Language Processing Develop Deep Learning Models for Natural Language in Python
- XGBoost With Python
Gradient Boosted Trees With XGboost and scikit-learn
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others resouces, others writer but same theme :\

- Statistics and Machine Learning in Python, Edouard Duchesnay\
- Deep Learning & NLP Resources, Dragomir Radev\