Introduction for Machine Learning and the various Libraries which are very useful for one's study.

1. Top Machine Learning Libraries
With Python
Chariza Pladin
Data Analyst - Accenture Inc.
chariza.b.pladin@accenture.com
September 2017

2. AGENDA
● Artificial Intelligence
● Machine Learning
● Why Machine Learning
● Introduction to Python
● Top Machine Learning
Libraries
● Q/A

4. “Intelligence exhibited by
machines, rather than
humans or other animals”
Top Machine Learning Libraries With Python

7. MACHINE LEARNING
Tip
If one example isn’t
sufficient to help people
understand the breadth
of your idea, pick a
couple of examples.

8. “Gives computers the
ability to learn
without being
explicitly
programmed.”
Top Machine Learning Libraries With Python

9. 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.

10. ● 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

11. INTRODUCTION TO
PYTHON

12. MACHINE LEARNING LIBRARIES

13. 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

14. NUMPY
Top Machine Learning Libraries With Python

15. PANDAS
Is 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

16. PANDAS
Top Machine Learning Libraries With Python

17. MATPLOTLIB
Python 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

18. Top Machine Learning Libraries With Python

19. Top Machine Learning Libraries With Python

20. SCIKIT LEARN
is 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

21. NLTK
a 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

22. Python and ML
Q/A
Top Machine Learning Libraries With Python