Top Banner

Click here to load reader

Top Libraries for Machine Learning with Python

Jan 21, 2018

ReportDownload

Technology

  • Top Machine Learning Libraries With Python

    Chariza Pladin Data Analyst - Accenture Inc. [email protected]

    September 2017

  • AGENDA

    Artificial Intelligence Machine Learning Why Machine Learning Introduction to Python Top Machine Learning

    Libraries Q/A

  • Intelligence exhibited by machines, rather than humans or other animals

    Top Machine Learning Libraries With Python

  • MACHINE LEARNINGTip

    If one example isnt sufficient to help people understand the breadth of your idea, pick a couple of examples.

  • Gives computers the ability to learn without being explicitly programmed.

    Top Machine Learning Libraries With Python

  • WHY LEARN MACHINE LEARNING? Tip

    If one example isnt sufficient to help people understand the breadth of your idea, pick a couple of examples.

  • Learn it when you cant code it.

    Learn it when you cant scale it.

    Learn it when you cant track it.Top Machine Learning Libraries With Python

  • INTRODUCTION TO

    PYTHON

  • MACHINE LEARNING LIBRARIES

  • NUMPY NumPy is an acronym for "Numeric Python" or "Numerical Python". It is an open source extension module for Python, which provides fast precompiled functions for mathematical and numerical routines. Furthermore, NumPy enriches the programming language Python with powerful data structures for efficient computation of multidimensional arrays and matrices.

    Top Machine Learning Libraries With Python

  • NUMPY

    Top Machine Learning Libraries With Python

  • PANDASIs a Python package providing fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python.

    Top Machine Learning Libraries With Python

  • PANDAS

    Top Machine Learning Libraries With Python

  • MATPLOTLIBPython 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms. Matplotlib can be used in Python scripts, the Python and IPython shell, the jupyter notebook, web application servers, and four graphical user interface toolkits.

    Top Machine Learning Libraries With Python

  • Top Machine Learning Libraries With Python

  • Top Machine Learning Libraries With Python

  • SCIKIT LEARNis a free software machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.

    Top Machine Learning Libraries With Python

  • NLTKa suite of libraries and programs for symbolic and statistical natural language processing (NLP) for English written in the Python programming language.

    NLTK is intended to support research and teaching in NLP or closely related areas, including empirical linguistics, cognitive science, artificial intelligence, information retrieval, and machine learning.

    Top Machine Learning Libraries With Python

  • Python and ML Q/A

    Top Machine Learning Libraries With Python