ADVANCED PYTHON SCRIPTING
Mastering Python
Best Python Training with Real-time Project
Python is a widely used general-purpose, high-level programming language. Python supports multiple programming paradigms, including object-oriented, imperative and functional programming or procedural styles. It features a dynamic type system and automatic memory management and has a large and comprehensive standard library.The official repository of third-party software for Python contains more than 38,000 packages covering a wide range of functionality.
Audience: Application programmers, automation engineer, testers, system administrators,
web-crawlers and UNIX/NT power users.
Prerequisites: Basic of UNIX or Windows.
For whom Python is?
IT folks who want to excel or change their profile in a most demanding language which is in demand by almost all clients in all domains because of below mentioned reasons-
- Python is open source (Cost saving)
- Python has relatively few keywords, simple structure, and a clearly defined syntax. This allows the student to pick up the language in a relatively short period of time.
- Python comes with a large collection of prebuilt and portable functionality known as the standard library. Python has more than 20 Thousand modules. Every new development comes very early in Python like Hadoop interface, Raspberry Pi and many more!
- Python can run on a wide variety of hardware platforms and has the same interface on all platforms.
- You can add low-level modules to the Python interpreter. These modules enable programmers to add to or customize their tools to be more efficient.
- Django framework might be the most famous Python web framework, there is also a host of successful small and micro-frameworks.
Who use Python?
- Google makes extensive use of Python in its web search system, and employs Python’s creator Guido van Rossum.
- The YouTube video sharing service is largely written in Python.
- Disney uses Python in many of their creative processes.
- Mozilla uses Python to explore their extensive code base and releases tons of open source packages built in python.
- Dropbox file hosting service is implemented using Python, Guido van Rossum now working here.
- The popular Bit Torrent peer-to-peer file sharing system is a Python program.
- Intel, Cisco, Hewlett-Packard, Seagate, Qualcomm, and IBM use Python for hardware testing.
- JPMorgan Chase, UBS, Getco, and Citadel apply Python for financial market forecasting.
- NASA, Los Alamos, JPL, use Python for scientific programming tasks.
- iRobot uses Python to develop commercial robotic vacuum cleaners.
- The NSA uses Python for cryptography and intelligence analysis.
- And Many More J
Can I learn Python if I’m not from programming background?
Yes
Anyone can learn Python, whether they are from Networking, Administration, manual testing or may be from IT support. It is a big myth that if guys don’t know C or C++ then he can’t learn Python.
What is the job trend in Python?
Per the indeed.com, percentage growth of Python is 700 times more than its peer Languages.
http://www.indeed.com/jobtrends?q=Perl%2C+.Net%2C+Python%2Cjava&l=&relative=1
Python is part of the winning formula for productivity, software quality, and maintainability at many companies around the world.
Few of them are specified at: https://www.python.org/about/success/
Who can learn Python?
In short anyone.
- Automation Engineers
- Data analysts and scientist
- Web Developers
- Networking Professionals
- Software Developers
- Hadoop programmers
- Desktop Applications
- Robotics Engineers
- Hardware level developers
- And Many Many More …
Syllabus:
1: Introduction
What is Python..?
A Brief history of Python
Why Should I learn Python..?
Installing Python
How to execute Python program
Write your first program
2: Variables & Data Types
Variables
Numbers
String
Lists ,Tuples & Dictionary
3: Conditional Statements & Loops
if…statement
if…else statement
elif…statement
The while…Loop
The for….Loop
4: Control Statements
continue statement
break statement
pass statement
5: Functions
Define function
Calling a function
Function arguments
Built-in functions
6: Modules & Packages
Modules
How to import a module…?
Packages
How to create packages
7: Classes & Objects
Introduction about classes & objects
Creating a class & object
Inheritance
Methods Overriding
Data hiding
8: Files & Exception Handling
Writing data to a file
Reading data from a file
Read and Write data from csv file
try…except
try…except…else
finally
os module
Module 2:Getting started with Python Libraries
what is data analysis ?
why python for data analysis ?
Essential Python Libraries
Installation and setup
Ipython
Jupyter Notebook
2.7 VS 3.5
Module 3 :OS
Command Line
sys.argv
argparse module
Module 4:NumPy Arrays
Creating multidimensional array
NumPy-Data types
Array attributes
Indexing and Slicing
Creating array views and copies
Manipulating array shapes
I/O with NumPy
Module 5:Working with Pandas
Installing pandas
Pandas dataframes
Pandas Series
Data aggregation with Pandas DataFrames
Concatenating and appending DataFrames
Joining DataFrames
Handling missing data
Module 6: Data Loading,Storage and file format
Writing CSV files with numpy and pandas
HDF5 format
Reading and Writing to Excel with pandas
JSON data
Parsing HTML with Beautiful Soup
PyTables
Module 7: Python Regular Expressions
What are regular expressions?
The match Function
The search Function
Matching vs searching
Search and Replace
Extended Regular Expressions
Wildcard
Module 8:Python Oracle Database Access
Install the cx_Oracle and other Packages
Create Database Connection
CREATE, INSERT, READ, UPDATE and DELETE Operation
DML and DDL Oepration with Databases
Performing Transactions
Handling Database Errors
Disconnecting Database
Module 9:Python Multithreaded Programming
What is multithreading?
Starting a New Thread
The Threading Module
Synchronizing Threads
Multithreaded Priority Queue
we will be covering 30-40 Assignment after each weekend
(Assignment and Live Examples)
Real time examples with live project for Google finance data extractions
Sample resumes helping you to create your resume
Additional Benefits:
- We provide real time scenarios examples, how to work in real time projects
- We guide for resume preparation by giving sample resume
- Will give you 2 POC (proof Of Concept) with Data set so that you can practice before going for interview
- In 2 months training we provide study material’s soft copy in classroom itself
- We provide hands –on in class room itself so that you can understand concepts 100%
- We give assignments for weekdays practice
Projects
| Random password generator | Mini |
| CLI based scientific calculator | Mini |
| Instagram bot | Mini |
| Expense Tracker | Mini |
| Site connectivity checker | Mini |
| Lawn Tennis Match Highlight (Can be extended to any sport) | Major |
| NLP library | Major |
Note: Depends upon Trainers above projects may vary
