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
(not have) - Master Machine Learning Algorithms Discover How They Work and Implement Them From Scratch
- Machine Learning Algorithms From Scratch
With Python
(not have) - Machine Learning Mastery With Weka
Analyze Data, Develop Models and Work Through Projects
(not have) - 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
(not have) - Deep Learning with With Python
Develop Deep Learning Models on Theano and TensorFlow Using Keras
(not have) - Long Short-Term Memory Networks With Python
Develop Sequence Prediction Models With Deep Learning
(not have) - Deep Learning for Time Series Forecasting
Predict the Future With MLPs, CNNs, and LSTMs in Python
(not have) - 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
(not have)
others resouces, others writer but same theme :
14. Statistics and Machine Learning in Python, Edouard Duchesnay
15. Deep Learning & NLP Resources, Dragomir Radev\