Machine Learning 2.txt

https://machinelearningmastery.com/machine-learning-in-python-step-by-step/
CNN: https://medium.com/the-andela-way/deep-learning-hello-world-e1fc53ea888
TensorFlow: https://towardsdatascience.com/hello-world-in-tensorflow-973e6c38e8ed

Time Series: 
https://blog.statsbot.co/time-series-prediction-using-recurrent-neural-networks-lstms-807fa6ca7f
https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/, more notes here: https://www.analyticsvidhya.com/blog/2015/12/complete-tutorial-time-series-modeling/

Time Series Anomaly Detection Algorithms
https://blog.statsbot.co/time-series-anomaly-detection-algorithms-1cef5519aef2


NB: On Testing Models
https://towardsdatascience.com/how-not-to-use-machine-learning-for-time-series-forecasting-avoiding-the-pitfalls-19f9d7adf424

Testing Parameter tuning
https://www.analyticsvidhya.com/blog/2016/03/complete-guide-parameter-tuning-xgboost-with-codes-python/


Search "deep learning for time series forecasting pdf"


MUST READ(Machine Learning vs Pattern Recognition)
https://dzone.com/articles/machine-learning-and-pattern-recognition

Extra
https://www.kaggle.com/niyamatalmass/machine-learning-for-time-series-analysis
https://www.analyticsvidhya.com/blog/2018/08/a-simple-introduction-to-facial-recognition-with-python-codes/


Time Series(with Features) 
https://github.com/SC4RECOIN/LSTM-Crypto-Price-Prediction
https://www.quantinsti.com/blog/artificial-neural-network-python-using-keras-predicting-stock-price-movement
https://www.originate.com/thinking/stories/predicting-stock-market-neural-network-pds/
https://hackernoon.com/forecasting-market-movements-using-tensorflow-fb73e614cd06
https://quantdare.com/forecasting-sp-500-using-machine-learning/