Building a Data Analysis Application with Python
Introduction In this tutorial, we will walk through the steps of creating a GUI-based application for data analysis using Python. The...
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What is Python
Python is an powerful general purpose programming language created by Guido Rossum in 1989. It is ideally designed for rapid design of complex applications. It has interfaces to many OS system calls and libraries and is extensible to C or C++. With python, you can do basic programming, build web applications, desktop application, do scientific computations, Artificial intelligence and even more popular skill like machine learning. Python is broadly utilized in Artificial Intelligence, Natural Language Generation, Neural Networks and other propelled fields of Computer Science. Python had profound spotlight on code coherence and this class will show you python from basics. To learn Python Programming Language you haven’t required any previous programming knowledge, but the basic understanding of any other programming languages will help you to understand the Python Programming Concepts quickly.
Some Facts About Python
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Python is Interpreted
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Python is Interactive
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Python is Object-Oriented
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Python is a Beginner's Language
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Python is an open source scripting language.
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Python is free to download and use.
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Python is one of the official languages at Google
Class: Python is an “object-oriented programming language.” This means that almost all the code is implemented using a special construct called classes. Programmers use classes to keep related things together. This is done using the keyword “class,” which is a grouping of object-oriented constructs.
Object: An object is created using the constructor of the class. This object will then be called the instance of the class. In Python we create instances in the following manner.
Loops:A for loop is used for iterating over a sequence (that is either a list, a tuple, a dictionary, a set, or a string). This is less like the for keyword in other programming languages, and works more like an iterator method as found in other object-orientated programming languages.
There are four collection data types in the Python programming language:
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List is a collection which is ordered and changeable. Allows duplicate members.
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Tuple is a collection which is ordered and unchangeable. Allows duplicate members.
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Set is a collection which is unordered and unindexed. No duplicate members.
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Dictionary is a collection which is unordered, changeable and indexed. No duplicate members.
Essence of Python programming Language
Python is
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Identifiers are implicitly typed, you don’t have to declare variables data type explicitly.
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Identifiers are case sensitive (i.e. var and VAR are two different variables)
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Writing block of statements indentation instead of {}
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and everything is an object
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# is used for comment
Syntax
In Python there is no statement termination characters and blocks are specified by indentation. To start a block use colon(:) and to end block use one blank line.Pound(#) sign is used to start Comments, equals sign "=" is used to assignment value to a variable, "==" is used for equality testing, and for increment/decrement += and -= operators .
You can also use multiple variables assignment like var1,var2,var3 =12,34.8,"Hello".
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Why Python is better than other programming language?
There are many features in python which make different from others programming languages?
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Python focus on readability, easy installations and its software quality sets it apart from others.
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lesser code to be written other high level programming languages such as C, C++ or Java.
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Easily run on all major computer platforms without the need to rewrite the whole code. Python also offers numerous options for coding portable graphical user interfaces, databases access programs, web-based systems and more. All of this is due to the presence of a large collection of prebuilt standard library.
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Python has of a variety of third party integrations and rich set of libraries
Applications of Python
Python for AI and machine learning: Python offers concise and readable code. While complex algorithms and versatile workflows stand behind machine learning and AI, Python's simplicity allows developers to write reliable systems that are relatively faster. There are many helpful libraries for AI and machine learning such as Tensorflow, Pytorch, Theano, OpenCV etc. Which makes it easy to construct AI and ML models.
Python for Data analytics: Python's advantage is high readability that helps engineers to save time by typing fewer lines of code for accomplishing the tasks. Being fast, Python jibes well with data analysis. Python works well on every stage of data analysis. It is the Python libraries that were designed for data science such as Pandas, NumPy, SciPy, Scikit-Learn, Statsmodels etc. that are so helpful. Data mining, data processing, and modelling along are very easy when using Python.
Python for Data Visualisation: Python is one of the preferred programming languages when it comes to data analytics which inherently makes it suitable for data visualisation as well. There is a lot of analysis that needs to be represented and delivered in an understandable form. Python has made this easier by having its own libraries, especially for data visualization such as Matplotlib and Seaborn. Other libraries that can be used in Python for visualization are ggplot, Bokeh, Plotly etc.
Python for Automation: Python is an easy-to-learn programming language that allows one to script custom automation and reap the time-savings. The tasks you can automate with Python are limitless, but common tasks include reading/writing files, scraping data from web sites, sending emails/texts, interacting with APIs, updating spreadsheets, filling online forms, and much more.Some automation libraries that can be used in Python are Selenium, Robot Framework, Requests, Cucumber etc.
Python for Web Development: Python is a beautiful language. It’s easy to learn and fun, and its syntax (the rules) is clear and concise. It's an adaptable, versatile, and highly efficient programming language that offers dynamic typing capabilities which makes it shine in the domain of web development. Python offers many frameworks from which to choose from including bottle.py, Flask, CherryPy, Pyramid, Django and web2py. These frameworks have been used to power some of the world’s most popular sites such as Spotify, Mozilla, Reddit, the Washington Post and Yelp.
Python for Game Development: One of the many applications of Python is game development. It is a lesser-known fact that EVE Online and Disney’s Pirates of the Caribbean were developed using Python. PyGame is a library that is developer-friendly and easy to use for building games. Other libraries for game development are Pykar, Piglet, PyOpenGL etc.
Need Help in Python Assignment
Doing Python homework for student has always been a bit difficult task, as it needs your attention and programming concept of python.Once you decided to look for someone who could “do your python assignment ”.We are here to solve your assignment stress.Contact me & get quick response.For computer science students, python is indeed one of the most important languages they should have a good grasp of considering how the powerful the language is expected to be in the near future. Getting good grades in your python course is a great place to get started but sometimes students are challenged by the tough assignments they encounter most of which may not be within their scope of knowledge.
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From the Python Assignment Help Blog
What’s new and exciting at Codersarts – Python Assignment Help, Hire Python Developer, Python Tutor, new in Python, blogs and more.
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Can I hire developer for one time project?Yes, Even you can hire for a minor project or code fix?
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