top libraries for machine learning with python
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Top Machine Learning Libraries With Python
Chariza Pladin Data Analyst - Accenture Inc. chariza.b.pladin@accenture.com
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 isn’t 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 isn’t sufficient to help people understand the breadth of your idea, pick a couple of examples.
● Learn it when you can’t code it.
● Learn it when you can’t scale it.
● Learn it when you can’t 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
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