STC on Data Analytics using Python (18/05/2020 to 22/05/2020)

 

                  

Schedule

DATE	11:30 a.m. to 1:00 p.m.	3:30 p.m. to 5:00 p.m.
18-05-2020	Essentials of Data Analytics and Techniques	Python Essentials and Libraries for Data Analytics
19-05-2020	Advance Statistics for Data Analytics	Data Preprocessing and Normalization Techniques
20-05-2020	Statistical Packages Implementation using Python	Classification Algorithms for Data Analytics
21-05-2020	Scalable Data Analytics using Dask Library	Clustering Algorithms for Data Analytics
22-05-2020	Advance Data Visualization	Ensemble Algorithms and Hyper-Parameter Tuning

From one of our Resource Person Mr. Anuj Shah

 

 

https://github.com/anujshah1003/useful-scripts-for-handling-data

 

 

Install the essential libraries and  Install Anaconda  for  this course and Hands-on

https://www.anaconda.com/products/individual

 

Useful Libraries in Python

( https://www.zeolearn.com/magazine/python-libraries-for-machine-learning)

https://www.pythonanywhere.com/batteries_included/

Details:  https://fosscommunity.wordpress.com/python-libraries/

 

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Free Online STC on Linux Applications for Engineering Applications (27 April to 1 May)

 

Stay Safe and Stay Healthy.

GOD bless ALL………

 

 

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Common Queries

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Convert Python Script to .exe File
———————————-

1) pip install pyinstaller

2) Go into the directory where your ‘.py’ file is located.

pyinstaller –onefile pythonScriptName.py

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How to install softwares in LINUX

* FOR Debian based distributions

$ sudo apt-get install softwarename

e.g. $ sudo apt-get install scilab

if it is deb file e.g scilab.deb

$ sudo dpkg -i scilab.deb

or
$ sudo gdebi scilab.deb ( It will install dependencies too if required by package through online repository)

or

one can try

$sudo apt-get install synaptic ( Software package Manager)

$sudo synaptic

select the softwares from the list click OK

or

for shell script based sofwares like jupyter anaconda,
Rstudio, Xampp Server, Matlab

run
$sudo sh matlab.sh

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For Redhat Distributions

$ sudo yum install softwarename

or
if you have downloaded e.g. scilab.rpm

$ sudo rpm -i scilab.rpm

or

for shell script based sofwares like jupyter anaconda,
Rstudio, Xampp Server, Matlab

run
$sudo sh matlab.sh

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Timetable

NATIONAL INSTITUTE OF TECHNICAL TEACHERS TRAINING AND RESEARCH (NITTTR)

^{CSE Department}

SHORT TERM COURSE ON

Linux Applications in Engineering Education

27 April to 01 May, 2020

DATE	11:00 a.m. to 12:30 p.m.	3:00 p.m. to 4:30 p.m.
27-04-2020	Linux Essentials and Containers using Docker	Virtualization Technology and Installation of Linux
28-04-2020	Linux Applications and Tools for A.I.	Linux Applications and Tools for Technical Writing
29-04-2020	Linux Applications and Tools for Research	Linux Applications and Tools for Data Science and Anlaytics
30-04-2020	Linux Applications and Tools for IOT	Linux Applications and Tools for Machine Learning
01-05-2020	Linux Applications and Tools for Advance Databases	Linux Applications and Tools for Blockchain Technology