Python is a widely used general-purpose programming language that is highly readable. It uses fewer syntactical constructions than other languages and supports object-oriented programming. The document discusses how Python defines classes with attributes and methods and is a dynamic language with high-level data types, making development faster than with Java or C++. It also covers topics that will be included in the Python training, such as classes and objects, inheritance, strings, lists, dictionaries, exceptions, multithreading, streams, and database connections. The training aims to help students master Python scripting fundamentals and acquire object-oriented skills.
Chapter 1 - INTRODUCTION TO PYTHON -MAULIK BORSANIYAMaulik Borsaniya
Introduction to Python:
The basic elements of Python, Objects, expressions and numerical Types, Variables and assignments, IDLE, Branching programs, Strings and Input, Iteration
Structured Types, Mutability and Higher-order Functions:
Tuples, Lists and Mutability, Functions as Objects, Strings, Tuples and Lists, Dictionaries
What is Python? An overview of Python for science.Nicholas Pringle
A brief introduction on the use of Python for scientists. Python is fast becoming a popular programming language for scientists. It is free, open source and constantly improving. Being an easy language to learn, it has a large a community of users. Its many favourable qualities make it the perfect language for scientific collaboration.
Most Asked Python Interview Questions the cheat sheet.
These questions are must to know if you want to land a job as a fresher.
Head on to https://www.spiderposts.com for more such content.
A talk about Type hints in python 3 and the type checker mypy.
It talks about typing module, gradual typing, type checkers and how mypy can be used for type checking.
Overview of Structural Subtyping, brief explanation of Python Protocols and example.
This presentation provides the information on python including the topics Python features, applications, variables and operators in python, control statements, numbers, strings, print formatting, list and list comprehension, dictionaries, tuples, files, sets, boolean, mehtods and functions, lambda expressions and a sample project using Python.
Chapter 1 - INTRODUCTION TO PYTHON -MAULIK BORSANIYAMaulik Borsaniya
Introduction to Python:
The basic elements of Python, Objects, expressions and numerical Types, Variables and assignments, IDLE, Branching programs, Strings and Input, Iteration
Structured Types, Mutability and Higher-order Functions:
Tuples, Lists and Mutability, Functions as Objects, Strings, Tuples and Lists, Dictionaries
What is Python? An overview of Python for science.Nicholas Pringle
A brief introduction on the use of Python for scientists. Python is fast becoming a popular programming language for scientists. It is free, open source and constantly improving. Being an easy language to learn, it has a large a community of users. Its many favourable qualities make it the perfect language for scientific collaboration.
Most Asked Python Interview Questions the cheat sheet.
These questions are must to know if you want to land a job as a fresher.
Head on to https://www.spiderposts.com for more such content.
A talk about Type hints in python 3 and the type checker mypy.
It talks about typing module, gradual typing, type checkers and how mypy can be used for type checking.
Overview of Structural Subtyping, brief explanation of Python Protocols and example.
This presentation provides the information on python including the topics Python features, applications, variables and operators in python, control statements, numbers, strings, print formatting, list and list comprehension, dictionaries, tuples, files, sets, boolean, mehtods and functions, lambda expressions and a sample project using Python.
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This presentation is a great resource for zero-based Python programmers who wants to learn Python 3. This course includes brief history of Python and familiarity of its basic syntax.
python programming language Python is a high-level, interpreted, general-purpose programming language. Its design philosophy emphasizes code readability with the use of significant indentation. INTRODUCTION
HISTORY
USES OF PYTHON
FEATURES OF PYTHON
PYTHON PROJECT FOR BEGINNERS
PYTHON PROGRAM
KEY CHANGES IN PYTHON
BASIC SYNTAX
VARIABLE
NUMBERS
STANDARD TYPE HIERARCHY
STRING
CONDITIONALS
FOR LOOP
FUNCTION
KEYWORDS
WHY PYTHON ?
DIFFERENTIATE
EXAMPLES
Introduction to Analytics with Azure Notebooks and PythonJen Stirrup
Introduction to Analytics with Azure Notebooks and Python for Data Science and Business Intelligence. This is one part of a full day workshop on moving from BI to Analytics
This Presentation Helps for the beginners to understand easily Python Programming Language, because i had given an snapshot of each concepts. Those who are knowing C,C++ and Java they can easily understand my presentation.
This is a simple presentation of python intro. This is very helpful for beginners in presenting a presentation. I have created this presentation especially for beginners.
This whole C++ course focus on giving the insight of different kind of data structures that could be used while dealing with a variety of data that needs to be stored depending upon the circumstances.
The course also focus on how to reduce the complexity of a code by teaching us the variety of approaches that could be employed for a solving the same problem.
This course is a complete package that helped me to learn Python Programming from basic to an intermediate level. The course curriculum has been divided into 4 weeks where we can practice questions & attempt the assessment tests according to your own pace. The course offers us a wealth of programming challenges that will help you to prepare for interviews with top-notch companies like Microsoft, Amazon, Adobe etc
Summer Training Project On Data Structure & AlgorithmsKAUSHAL KUMAR JHA
This whole DSA course focus on giving the insight of different kind of data structures that could be used while dealing with a variety of data that needs to be stored depending upon the circumstances.
The course also focus on how to reduce the complexity of a code by teaching us the variety of approaches that could be employed for a solving the same problem such that the complexity reduces greatly in terms of time and space.
Software Requirements Specification on Pubg Gaming App (SRS on PUBG)KAUSHAL KUMAR JHA
Software Requirements Specification on Pubg Gaming App.
This project was given to me when I was in 3rd semester of Engineering.
Thanks for being here 🙂
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
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Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
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• Compatible with IDM8000 CCR.
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• Remote control system for accessing CCR and allied system over serial or TCP.
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• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
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Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Summer Training Project On Python Programming
1. FABRIKAM
OOP USING PYTHON BY E-BOX
S U M M E R T R A I N I N G
K A U S H A L K U M A R J H A
1 1 8 0 2 1 6 9
C S E 3 4 3
2. FABRIKAM
Python is a widely used general-purpose, high level programming language. Python is
designed to be highly readable. It uses English keywords frequently where as other
languages use punctuation, and it has fewer syntactical constructions than other
languages.
Python is a great programming language that supports OOP. You will use it to define a
class with attributes and methods, which you will then call. Python is a dynamic language,
with high-level data types. This means that development happens much faster than with
Java or C++.
Python does not require the programmer to declare types of variables and arguments.
This also makes Python easier to understand and learn for beginners, its code being more
readable and intuitive.
INTRODUCTION OF COURSE
2
3. FABRIKAM
REASON FOR CHOOSING THIS TECHNOLOGY
3
Python developers has a lot of scope in IT industries. Python is also a great language for
those who want to build their career in Data Science, AI or Machine Learning field.
There is wide scope and huge job opportunities for python programmers in India. Python is
one of the most versatile and powerful programming languages. There is an extensive use of
python programming language for both start-ups and corporate
Python is popular for providing wide range of functionalities and applications and various
packages and libraries, and hence making it easy to learn by newbies.
Python supports Multiple Programming Paradigms. It has large set of library and tools. It has
a vast community support. Python is designed for better code readability. It contains fewer
lines of codes. It is an open source, general purpose, and object-oriented programming
language.
4. FABRIKAMFABRIKAM
TOPICS COVERED
• INTRODUCTION TO PYTHON
• CLASSES AND OBJECTS
• INHERITANCE
• ABSTRACT CLASS AND INTERFACE
• STRING/LIST AND DICTIONARY
• EXCEPTION
• MULTITHREADING
• STREAMS
• LAMBDA
• DB CONNECTION
• POLYMORPHISM
• ENCAPSULATION AND ABSTRACTION
4
5. FABRIKAM
CLASSES AND OBJECTS
5
• Class: A class is a collection of objects or you can say it is a blueprint of objects defining the common
attributes and behavior.
Class is defined under a “Class” Keyword.
Example: class class1(): // class 1 is the name of the class
• Object: Objects are an instance of a class. It is an entity that has state and behavior. In a nutshell, it is
an instance of a class that can access the data.
Syntax: obj = class1()
Here obj is the “object” of class1.
6. FABRIKAM
Inheritance allows us to define a class that inherits all the methods and properties
from another class.
Parent class is the class being inherited from, also called base class.
Child class is the class that inherits from another class, also called derived class.
Types of Inheritance depends upon the number of child and parent classes involved.
There are four types of inheritance in Python:
Single Inheritance:
INHERITANCE
6
8. FABRIKAM
An abstract class can be considered as a blueprint for other classes. It allows you to create a set of
methods that must be created within any child classes built from the abstract class. A class which
contains one or more abstract methods is called an abstract class. An abstract method is a method
that has a declaration but does not have an implementation. While we are designing large functional
units we use an abstract class. When we want to provide a common interface for different
implementations of a component, we use an abstract class.
ABSTRACT CLASSES
8
9. FABRIKAM
Like many other popular programming languages, strings in Python are arrays of bytes representing
unicode characters. However, Python does not have a character data type, a single character is
simply a string with a length of 1. Square brackets can be used to access elements of the string.
String Length: To get the length of a string, use the len() function.
String Methods: Python has a set of built-in methods that we can use on strings.
• The lower() method returns the string in lower case.
• The upper() method returns the string in upper case.
• The replace() method replaces a string with another string.
• The strip() method removes any whitespace from the beginning or the end.
STRINGS
9
10. FABRIKAM
LISTS
10
List in Python are ordered and have definite count. The elements in a list are indexed according to a definite
sequence and the indexing of a list is done with 0 being the first index. Each element in the list has its definite
place in the list, which allows duplicating of elements in the list, with each element having its own distinct
place and credibility
Creating a list:
Lists in Python can be created by just placing the sequence inside the square brackets[].
Unlike Sets, list doesn’t need a built-in function for creation of list.
11. FABRIKAM
Dictionary in Python is an unordered collection of data values, used to store data values like a map, which unlike other Data
Types that hold only single value as an element, Dictionary holds key:value pair. Key value is provided in the dictionary to
make it more optimized.
Creating a dictionary: In Python, a Dictionary can be created by placing sequence of elements within curly {} braces,
separated by ‘comma’. Dictionary holds a pair of values, one being the Key and the other corresponding pair element being
its key: value. Values in a dictionary can be of any datatype and can be duplicated, whereas keys can’t be repeated and must
be immutable. Accessing Values: We can access the items of a dictionary by referring to its key name, inside square brackets.
Built-In Functions:
• cmp(dict1,dict2)
• len(dict)
• type(variable)
DICTIONARY
11
12. FABRIKAM
An exception is an event, which occurs during the execution of a program that disrupts the normal flow of the program's
instructions. In general, when a Python script encounters a situation that it cannot cope with, it raises an exception. An
exception is a Python object that represents an error. When a Python script raises an exception, it must either handle the
exception immediately otherwise it terminates and quits.
Handling an exception:
If we have some suspicious code that may raise an exception, we can defend your program by placing the suspicious code in
a try: block. After the try: block, include an except: statement, followed by a block of code which handles the problem as
elegantly as possible.
EXCEPTION
12
13. FABRIKAM
A thread is the smallest unit of processing that can be performed in an OS. Multithreading is defined as the
ability of a processor to execute multiple threads concurrently.
There are two kinds of threads:
1) Kernel threads
2) User-space threads or user threads
Advantages of Threading:
• Multithreaded programs can run faster on computer systems with multiple CPUs, because theses threads
can be executed truly concurrent.
• A program can remain responsive to input. This is true both on single and on multiple CPU
• Threads of a process can share the memory of global variables. If a global variable is changed in one thread,
this change is valid for all threads. A thread can have local variables.
MULTITHREADING
13
14. FABRIKAM
StremReader: wraps or contain a stream
StreamReader defines: read and other respective methods to read the data from the stream and ‘decode’
them.
stream must be a file-like object open for reading(binary) data.
StreamReader(stream[,errors]) - Constructor for a StreamReader instance.
The StreamReader implement different error handling schemes by providing the errors keyword argument.
These parameters are defined:
• ‘strict’ raise ValueError (or a subclass); this is the default.
• ‘ignore’ Ignore the character and continue with the next.
• ‘replace’ Replace with a suitable replacement character.
STREAMS
14
15. FABRIKAM
• A lambda function is a small anonymous function.
• A lambda function can take any number of arguments, but can only have one expression.
Syntax:
lambda arguments : expression
Example
Add 10 to argument a, and return the result:
x= lambda a : a+10
print(x(5))
Output: 15
LAMBDA
15
16. FABRIKAM
The Python programming language has powerful features for database programming. Python supports
various databases like MySQL, Oracle, Sybase, PostgreSQL, etc. Python also supports Data Definition Language
(DDL), Data Manipulation Language (DML) and Data Query Statements. For database programming, the
Python DB API is a widely used module that provides a database application programming interface.
There are many good reasons to use Python for programming database applications:
• Programming in Python is arguably more efficient and faster compared to other languages.
• Python is famous for its portability.
• It is platform independent.
• Python supports SQL cursors.
DB CONNECTION
16
17. FABRIKAM
LEARNING OUTCOMES
Mastered the fundamentals of writing Python scripts
Learned core Python scripting elements such as
variables and flow control structures
Discovered how to work with lists and sequence data
Write Python functions to facilitate code reuse
Use Python to read and write files
Make their code robust by handling errors and
exceptions properly
Work with the Python standard library
Learned to acquire Object Oriented Skills in Python
17