Understanding venvvenv (virtual environment) is a Python module that allows users to create isolated,lightweight development environments for Python projects.Its primary purpose is to manage project-specific dependencies without interfering with other proj...
There's a CS program course where we have to solve one coding problem every day.This course is really exciting.When solving the problems,bugs can appear,and although it's rare,the problems themselves might be flawed,so we communicate our opinions openly an...
Python provides an awesme feature can access Excel spreadsheet file that based on pandas.You can use the pandas library in Python to read an Excel file and store its data into a Python array. Here's a basic example:Replace 'your_excel_file.xlsx' with the p...
Write the code for a Python function expand(x) that takes a list of strings, concatenates them, and returns the resulting string repeated three times.Input: ['string1', 'string2']Output: 'string1string2string1string2string1string2'
In Python, you don't need to repeat commands / functions to print a string. You can simply implement it like:
OperatorDescriptionExample% ModulusDivides left hand operand by right hand operand and returns remainder20 % 10 = 0* MultiplicationMultiplies values on either side of the operator10 * 20 = 200** ExponentPerforms exponential (power) calculation on operators...
OperatorDescriptionExample.==,If the values of two operands are equal,then the condition becomes true.(a == b) is not true..!=,If values of two operands are not equal,then condition becomes true.(a != b) is true..If values of two operands are not equal,the...
Interning in Data Software Engineering was like entering a realm where coding meets caffeine-fueled euphoria.The excitement bubbled within me like an over-caffeinated potion as I delved into the world of zeros and ones.“Excitement is like caffeine for the...
An iterator is an object that contains a countable number of values.An iterator is an object that can be iterated upon,meaning that you can traverse through all the values.Technically,in Python,an iterator is an object which implements the iterator protoco...
The word "polymorphism" means "many forms",and in programming it refers to methods / functions / operators with the same name that can be executed on many objects or classes.Function Polymorphism.An example of a Python function that can be used on differen...
A variable is only available from inside the region it is created.This is called scope.Local Scope.A variable created inside a function belongs to the local scope of that function,and can only be used inside that function.Function Inside Function.As explai...
What is a Module?.Consider a module to be the same as a code library.A file containing a set of functions you want to include in your application.Create a Module.To create a module just save the code you want in a file with the file extension .py:Use a Mod...
Python is not just a programming language; it’s a gateway to opportunities in technology.Recognized for its versatility and ease of use,Python has become a staple in data analytics and machine learning,fields that are critical to the tech industry.Many te...
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 clas...
Python is object-oriented.In Python,most things are objects with properties and methods.Class is an object constructor or "blueprint" for creating objects.Create a Class.To create a class,use the keyword class: .Create Object.Now we can use the class named...
Arrays are used to store multiple values in one single variable: Access the Elements of an Array.You refer to an array element by referring to the index number. .The Length of an Array.Use the len() method to return the length of an array (the number of el...
A lambda function is a small anonymous function.A lambda function can take any number of arguments,but can only have one expression.Syntax.The expression is executed and the result is returned:Lambda functions can take any number of arguments:Summarize arg...
A function is a block of code which only runs when it is called.You can pass data,known as parameters,into a function.A function can return data as a result.Creating a Function.In Python a function is defined using the def keyword: .Calling a Function.To c...
Tuples are used to store multiple items in a single variable.Tuple is one of 4 built-in data types in Python used to store collections of data,the other 3 are List,Set,and Dictionary,all with different qualities and usage.A tuple is a collection which is o...
Sets are used to store multiple items in a single variable.Set is one of 4 built-in data types in Python used to store collections of data,the other 3 are List,Tuple,and Dictionary,all with different qualities and usage.A set is a collection which is unord...
Dictionaries are used to store data values in key:value pairs.A dictionary is a collection which is ordered*,changeable and do not allow duplicates.Dictionaries are written with curly brackets,and have keys and values:Dictionary Items.Dictionary items are ...
Python supports the usual logical conditions from mathematics::Equals: a == b,Not Equals: a != b,Less than: a < b,Less than or equal to: a b,Greater than or equal to: a >= b.These conditions can be used in several ways,most commonly in "if statements" and ...
The while Loop.With the while loop we can execute a set of statements as long as a condition is true.The while loop requires relevant variables to be ready,in this example we need to define an indexing variable,i,which we set to 1. .The break Statement.Wit...
Python is a genus of constricting snakes in the Pythonidae family native to the tropics and subtropics of the Eastern Hemisphere.In terms of programming language, Python was created by Guido van Rossum, and first released on February 20, 1991. While you ma...
Python is a popular programming language. It was created by Guido van Rossum, and released in 1991.It is used for:web development (server-side), software development, mathematics, system scripting. What can Python do?Python can be used on a server to creat...
Many PCs and Macs will have python already installed.To check if you have python installed on a Windows PC,search in the start bar for Python or run the following on the Command Line (cmd.exe):To check if you have python installed on a Linux or Mac,then on...
Execute Python Syntax.As we learned in the previous page,Python syntax can be executed by writing directly in the Command Line:Or by creating a python file on the server,using the .py file extension,and running it in the Command Line:Python Indentation.Ind...
Comments can be used to explain Python code.Comments can be used to make the code more readable.Comments can be used to prevent execution when testing code.Creating a Comment.Comments starts with a #,and Python will ignore them:Comments can be placed at th...
Variables are containers for storing data values.Creating Variables.Python has no command for declaring a variable.A variable is created the moment you first assign a value to it.Variables do not need to be declared with any particular type,and can even ch...
In programming,data type is an important concept.Variables can store data of different types,and different types can do different things.Python has the following data types built-in by default,in these categories:Text Type:str.Numeric Types:int,float,compl...
You can return a range of characters by using the slice syntax.Specify the start index and the end index,separated by a colon,to return a part of the string.Slice From the Start.By leaving out the start index,the range will start at the first character:Sli...
Lists are used to store multiple items in a single variable.Lists are one of 4 built-in data types in Python used to store collections of data,the other 3 are Tuple,Set,and Dictionary,all with different qualities and usage.Lists are created using square br...
In the area of Machine Learning Technology, threre are three different types of Machine Learning. You should make decision which type you want to use if you are trying to implement something. In Supervised Learning, we are given the data sets and already k...
Telemetry and analytics are fundamentally different in their purpose and scope,with telemetry acting as the automated mechanism for capturing and transmitting raw operational data—such as logs,metrics,and system traces—from remote devices or applications...
1.Problem Definition & FramingBefore writing code or gathering data,the problem must be clearly articulated in business and technical terms:Define Objectives: Identify the core business problem and how a machine learning model will solve it.Determine the M...
What is Docker?Docker is an open-source platform that enables developers to build,ship,and run applications in a consistent and isolated environment called a container.It virtualizes the operating system,allowing you to package an application with all its ...
Setup for Developing Llama 3-based AI with PythonTo develop applications leveraging Llama 3 models in Python,you'll need to set up your development environment and access the necessary libraries and model weights. 1.Environment Preparation:Python Installat...
What is LLM?A Large Language Model (LLM) is an artificial intelligence program trained on immense datasets of text and code,enabling it to understand,generate,and process human language with remarkable fluency.These sophisticated algorithms learn patterns,...
What is AI Engineering?AI Engineering is a multi-faceted discipline focused on building,deploying,and maintaining AI systems at scale in a reliable and efficient way.Think of it as taking AI models (like LLMs,image recognition systems,etc.) and turning the...
CLI stands for Command Line Interface.And,yes,it does look like something from the Stone Age.However,it appears that engineers are very excited about AI through CLIs.My father told me,and it's kind of jarring.They all talk about how much faster,more accura...
Geographic Information System is an information system that converts geographic information necessary for human life into computer data and utilizes it efficiently.The information system is a system that can collect,observe,measure,input into a computer,st...
The Japanese House of Councillors published a report outlining the history,current legal perspectives,and key issues surrounding generative AI and copyright.The report includes a review of developments in Japan,other countries,and the private sector.Copyri...
The United Nations (UN) is actively working on establishing global standards for artificial intelligence (AI).On September 19,2024,the UN's High-Level Advisory Body on Artificial Intelligence (AIAB) released a report titled "AI Governance for Humanity," ou...
.Rochester Institute of Technology:RIT's mission is to provide students with a "rigorous,relevant,and experiential education" that prepares them for successful careers in a constantly evolving world.The institute offers a variety of academic programs acros...
In an evolving corporate wellness environment,companies around the world are increasingly aware of the value of investing in health programs to improve employee health and productivity:Digital and new technologies such as wearable devices and artificial in...
Vice President Harris and Trump's Project 2025 set a very different vision for U.S.science policy:Harris proposes expanding investment in research and development (R&D) with a focus on climate change response and clean energy,On the other hand,Project 2025...
In 2007,just before the Lehman crisis,global electricity demand reached about 20,000 TWh.Since it recorded about 29,500 TWh in 2023,it has grown by about 2% annually.The IEA recently predicted an annual average increase in electricity demand by 2026 at 3.4...
Researchers at North Carolina State University in the U.S.recently announced in the international academic journal Nature that they have succeeded in developing exoskeleton without going through human-wear and walking experiments.The exoskeleton robot,whic...
Many years ago,Bill Gates and Steve Jobs introduced groundbreaking technology,each with their own operating systems,Windows and MacOS.They constantly tried new things,driving innovation forward.Bill Gates eventually stepped down from his role,and Steve Job...
The ChatGPT Reset Command is a feature that allows you to reset the conversation context and start fresh.This can be useful if you want to change the topic or start a new line of inquiry without any prior context influencing the conversation.Reset Command:...