Description

Data is the new Oil. This statement shows how every modern IT system is driven by capturing, storing and analysing data for various needs. Be it about making decision for business, forecasting weather, studying protein structures in biology or designing a marketing campaign. All of these scenarios involve a multidisciplinary approach of using mathematical models, statistics, graphs, databases and of course the business or scientific logic behind the data analysis. So we need a programming language which can cater to all these diverse needs of data science. Python shines bright as one such language as it has numerous libraries and built in features which makes it easy to tackle the needs of Data science.

In this tutorial we will cover these the various techniques used in data science using the Python programming language.

This tutorial is designed for Computer Science graduates as well as Software Professionals who are willing to learn data science in simple and easy steps using Python as a programming language.

Before proceeding with this tutorial, you should have a basic knowledge of writing code in Python programming language, using any python IDE and execution of Python programs. If you are completely new to python then please refer our Python tutorial to get a sound understanding of the language.

For most of the examples given in this tutorial you will find Try it option, so just make use of it and enjoy your learning.

Try following example using Try it option available at the top right corner of the below sample code box

#!/usr/bin/python

print "Hello, Python!"

What you'll learn

Become a UX designer.

You will be able to add UX designer to your CV

Become a UI designer.

Build & test a full website design.

Create your first UX brief & persona.

How to use premade UI kits.

Create quick wireframes.

Downloadable exercise files

Build a UX project from beginning to end.

Learn to design websites & mobile phone apps.

All the techniques used by UX professionals

You will be able to talk correctly with other UX design.

Requirements

  • You will need a copy of Adobe XD 2019 or above. A free trial can be downloaded from Adobe.
  • No previous design experience is needed.
  • No previous Adobe XD skills are needed.

Course Content

Python Data Processing
Python Data Operations
Python Data Cleansing
Python Processing CSV Data
Python Processing JSON Data
Python Processing XLS Data
Python Relational Databases
Python NoSQL Databases
Python Date and Time
Python Data Wrangling
Python Data Aggregation
Python Reading HTML Pages
Python Processing Unstructured Data
Python Word Tokenization
Python Stemming and Lemmatization
Python Data Visualization
Python Chart Properties
Python Chart Styling
Python Box Plots
Python Heat Maps
Python Scatter Plots
Python Bubble Charts
Python 3D Charts
Python Time Series
Python Geographical Data
Python Graph Data
Statistical Data Analysis
Python Measuring Central Tendency
Python Measuring Variance
Python Normal Distribution
Python Binomial Distribution
Python Poisson Distribution
Python Bernoulli Distribution
Python PValue
Python Correlation
Python ChiSquare Test
Python Linear Regression

Instructor

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W3edify Infotech

President of Sales

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