Authors Chanchal Chatterjee and Vwani P. Roychowdhury begin by introducing a common framework for creating adaptive algorithms, and demonstrating how to use it to address various streaming data issues. Examples range from using matrix functions to solve machine learning and data analysis problems to more critical edge computation problems. They handle time-varying, non-stationary data with minimal compute, memory, latency, and bandwidth.

Upon finishing this book, you will have a solid understanding of how to solve adaptive machine learning and data analytics problems and be able to derive new algorithms for your own use cases. You will also come away with solutions to high volume time-varying data with high dimensionality in a low compute, low latency environment.

## Book Details | |

Publisher: | Apress |

By: | Chanchal Chatterjee |

ISBN-13: | 9781484280164 |

ISBN-10: | 1484280164 |

Year: | 2022 |

Pages: | 269 |

Language: | English |

## Book Preview | |

Online | Adaptive Machine Learning Algorithms with Python |

## Paper Book | |

Buy: | Adaptive Machine Learning Algorithms with Python |

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