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


 

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

————————

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

*******************

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