2020-06-08 Introduction to Anaconda, Python, IPython and Jupyter.

MatPlotLib

Plotting library for Python

Pandas

Powerful Python data analysis toolkit

Lecture 1 Agenda

1. Anaconda. 2. Python. 3. IPython. 4. Jupyter Notebook.

Anaconda Distribution is...

A way to perform Python/R data science and machine learning: - Download 1,500+ packages. - Manage libraries, dependencies, and environments with Conda. - Develop and train machine learning and deep learning models with scikit-learn, TensorFlow, and Theano.

SciPy

Collection of numerical algorithms and toolboxes, including signal processing and optimization

Bokeh

Interactive web visualization library

NumPy

N-dimensional array for numerical computation

NLTK

Natural language toolkit

SciKit-Learn

Python modules for machine learning and data mining

R essentials

R with 80+ of the most used R packages for data science "conda install -c r r-essentials"

Seaborn

Statistical data visualization