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Cracking the Coding Interview: Insider tips
Unlock Success with Proven Insider Tips! Learn the Art of Cracking the Coding Interview and Land Your Dream Job at Google, Netflix, & Starbucks. Expert strategies revealed for your coding career triumph!
The coding interview is crucial for testing technical prowess and problem-solving skills. It's the gateway to prestigious tech companies. Technical interviews assess your technical skills, problem-solving abilities, and how well you can apply your knowledge to real-world scenarios. These interviews last for 45 to 90 minutes. While they may seem intimidating, proper preparation significantly boosts your confidence and performance.
Types of Coding Interviews
Technical Phone ScreensTechnical phone screens are often the first step in the interview process. During these interviews, you'll be asked to solve coding problems over the phone, discussing your thought process as you work through them.On-Site Coding InterviewsOn-site interviews usually take place at the company's office. You'll be given coding challenges and whiteboard problems to solve, often with an emphasis on optimizing your solutions.Take-Home Coding AssignmentsSome companies provide take-home coding assignments. These assignments allow you to showcase your coding skills at your own pace, usually within a specified timeframe.
Exploring Effective Techniques That Evaluate Your Coding Proficiency
1. Whiteboard Coding Challenges: Problem-Solving SkillsWhiteboard coding challenges stand as a traditional yet insightful approach for assessing coding proficiency. Developers are presented with real-world problems and are required to devise solutions on a whiteboard. This technique evaluates not only coding skills but also problem-solving prowess and the ability to think on one's feet.2. Pair Programming: Collaborative ExcellencePair programming brings developers together in a collaborative coding environment. This technique evaluates not only the individual's coding abilities but also their teamwork, communication, and adaptability. By sharing ideas and alternating roles, developers showcase their capacity to write clean, efficient code while maintaining effective collaboration.3. Code Review: Ensuring Quality and Best PracticesCode reviews offer a comprehensive evaluation of a developer's coding proficiency and attention to detail. Through meticulous examination, reviewers assess code readability, efficiency, and adherence to best practices. This technique not only identifies areas for improvement but also fosters a culture of continuous learning and growth.4. Algorithmic Challenges: Assessing Logical ThinkingAlgorithmic challenges provide insight into a developer's logical and analytical thinking. By solving intricate problems and optimizing algorithms, developers showcase their ability to devise efficient solutions. This technique not only assesses coding aptitude but also highlights the capacity to tackle complex computational problems.5. Automated Coding Tests: Efficient ScalabilityAutomated coding tests leverage technology to assess coding ability at scale. Developers complete predefined coding tasks within a stipulated timeframe, demonstrating their coding speed and accuracy. This technique is efficient for evaluating a large pool of candidates and identifying those who exhibit a strong grasp of coding concepts.6. Project-Based Assessments: Real-World ApplicationProject-based assessments mirror real-world scenarios, allowing developers to showcase their coding prowess within a practical context. By completing projects that simulate actual software development tasks, developers reveal their ability to create functional, user-centric solutions while considering design, functionality, and user experience.
Conclusion
In the ever-evolving landscape of coding proficiency assessment, a range of methodologies has emerged to identify and nurture exceptional coding talent. From traditional whiteboard challenges to automated coding tests, each technique offers valuable insights into a developer's coding abilities and complementary skills. Embracing a multifaceted approach enables organizations to make informed decisions in recruiting, training, and cultivating the next generation of coding experts.
FAQs
How should I manage my time during a coding interview?Time management during a coding interview is crucial. Break down the problem, allocate time for different stages, and practice solving problems under timed conditions.What programming languages should I be proficient in?Focus on languages commonly used in the tech industry, such as Python, Java, C++, or JavaScript. Choose a language you're comfortable with and practice extensively.Are coding interviews only about algorithms and data structures?While algorithms and data structures are core components, interviews may also cover system design, problem-solving techniques, and real-world scenarios.How do I handle a problem I'm stuck on?Take a deep breath and approach the problem systematically. Break it down into smaller parts, try brute-forcing a solution, and discuss your thought process with the interviewer.Is it acceptable to ask for hints during an interview?Absolutely! Asking for hints or clarification demonstrates your willingness to learn and collaborate. Interviewers appreciate candidates who seek help when needed.
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Connecting Everything with the Internet
"Hey, toaster, you've been feeling a little left out lately. Here, have some Wi-Fi. Now you can browse the latest bread recipes and tweet how crispy you are."And this is not the future, this is now!We've got smart homes, smart cars, smart fridges, and even smart toasters. All these smart devices, which are working on the internet are forming their smart ecosystem for us humans to lessen our robotic work so that we could allot our life to intellectual things. Which, humans are considered to be born.
The Pros: How IoT Is Revolutionizing The Very Way The World Is Functioning
The vast array of IoT devices makes it possible for us to benefit from many interconnected technologies that have the potential to improve our daily lives.
Increased Work Efficiency
From automating home chores to ensuring safety in public spaces, the IoT opens the doors for creating smart cities and smart homes. IoT has always helped us become more efficient and connected.From the implementation of IoT devices, they have always proved to be a reliable assistance to us humans. And hence, the applications of IoT have found their way into every field that humans are exposed to.
Reduced Human Employment Costs
Knowing the AI and IoT abilities will make us go "whoa"! However, understanding them will make us think about what our abilities as a human ought to be. Well, AIs are here to reduce human-robotic work. That which can be done by a bot should be left to a bot. No matter how efficiently humans can perform a bot task, humans are meant to under-perform their abilities and hence the AIs are employed to reduce human efforts. Also, AIs and IoT devices require lesser maintenance costs than humans demand to maintain their livelihood. Hence, applications of IoT and AI have largely saved the purpose by efficiently reducing the cost.
Bettering Life Quality In Every Way
Imagine a field, a device, or an application that’s existing today without an AI or IoT and is yet functioning effectively. Within less than a decade, technologies like AI and IoT have made their way into our day-to-day lives.At present, there are 100 million devices connected across the internet to work in coordination, seamlessly and flawlessly. Individuals and organizations are together accepting and encouraging this internet connectivity because of its trait of making our lives easier and better.
The Cons: Why We Should Be Concerned
IoT Connectivity Affects The Environment and Health Largely
When it comes to cons, health is always an attribute of concern despite any technology’s merits. IoT is a Network of Physical Devices that Connect Through Wireless Technology and hence it requires communication through radiation continually. This has been raising the issues of IoT impacting the environment and health largely. Reports and studies are mentioning, IoT accesses and interfaces through radioactive radiation that causes threats to the environment and health. The radioactive and communication technologies include RFID, WiFi, Bluetooth, Wireless Sensor Devices, and other real-time tracking devices.
IoT is NOT Monitored or Supervised By Any Human
While zero human intervention and interpretation is considered the largest merit of the IoT ecosystem, which is at the same time considered the biggest threat too. Debates are happening on the dependency on IoT devices and there are several questions raised on the ethics of the same. The capability of IoT devices and ecosystem needs to be improved in deciding the privacy limit. There are concerns raised where people have experienced getting ad notifications for the products/services that they have just discussed with their family and friends. This is because IoT sensors are found to record people’s voices and process them. No matter how smart these devices are getting, at last, they are things and not real humans. And hence, there’s still doubt about to what extent could we be dependent on the internet of things.
Security Risks That Hackers May Exploit To Cause Severe Damage
The internet connectivity of everything that is around us has not hampered our privacy, but these things are having our data of banks and personal information. Hackers are introducing us to new spam every single day. As technology is getting stronger and smarter; so are the hackers. The risk of losing our data and access to things is the largest as of today. Our computers are PCs, and our mobiles are of course personal ones; but with IoT, even our homes are shaping to become personal ones. However, the threat of stilling the data is constant on all the devices that are getting smart. Cyber security and cyber laws are becoming more effective and yet there’s no guarantee that these devices are cent percent reliable.
Bottom Line
We need to be careful not to let our refrigerators start posting selfies though. We don't need any more influencers out there. Some people get excited at the thought of smart fridges and self-driving cars, while others worry about their things controlling them as if their senses weren't enough already!When the bots and the internet eventually take over, at least they'll be able to coordinate seamlessly. However, the more devices we connect to the internet the more vulnerable we become to the ethical implications of IoT. As the boons of IoT are beyond our imaginations, so are its banes.

8 Best Coding Challenges to Build Your Skills in 2023
As a programmer, you want to be a specialist. But have you ever thought about how someone may be regarded as a proficient coder?So, let's say a guy wants to be the best racer. Can he achieve this by only practicing? Not at all; all he needs to do is prove himself, defeat the opposition, and win the battle. Similarly, if you want to be the best software programmer or the best software developer, you must overcome obstacles and demonstrate your programming abilities. Competitive programming and coding competitions are the best approach to do so.Best Coding Challenges or contests allow you to assess your skills and competency while also allowing you to compare yourself to other programmers from around the world. Aside from that, the participating programmers are offered a variety of scholarships, prizes, jobs, and internships.These coding challenges are held on a regular basis by a number of platforms (or websites). Below is a list of the top 7 Coding Challenges websites, along with a brief description.
1) The ACM-ICPC International Collegiate Programming Contest
The ACM International Collegiate Programming Contest (ICPC) was founded in 1970 at Texas A&M University and is one of the best coding challenges a budding software developer can participate in. The Alpha Chapter of the UPE Computer Science Honor Society hosted the event. The competition promotes creativity, collaboration, and invention in developing new software programs, as well as allowing students to put their abilities to perform under pressure to the test. Simply said, it is the world's oldest, largest, and most prestigious programming competition.
2) TopCoder
TopCoder is quickly establishing itself as the premier programming competition league. TopCoder members compete online once a week (Single Round Match) and twice a year both online and on location (Tournaments). Their annual programming and design competition is known as the Top Coder Open (TCO).TopCoder users are very good competitive programmers who compete in the best coding competitions on a regular basis. The TopCoder community like software developers or software programmers takes on challenges from some of the world's most well-known companies, including IMB, Google, and eBay.
3) International Collegiate Programming Contest (ICPC)
One of the most well-known competitive programming competitions is the International Collegiate Programming Contest (ICPC). From 1977 to 2017, however, ICPC was hosted under the auspices of ACM and was known as ACM-ICPC. The ICPC events are team competitions, and each team must consist of three students representing their university, according to the rules. Local Contests, Regional Contests, Regional Championships, and the World Finals are among the competitive levels offered by the ICPC. The ICPC regionals begin each year with local competitions among classmates to choose who will represent their university, and the final regional challenge determines which teams will advance to the World Finals.
4) Coding Competition by Google
Google Code Jam is an annual programming competition in which contestants are given a set amount of time to solve challenging algorithmic challenges. Programmers are free to use any programming language they like. This competition begins online, where programmers can practice solving tasks from previous years.Google Hash Code is a global best-coding competition for teams of students and professional software developers. The top teams will then be invited to the Final Round at a Google office.Google Kick Start is a worldwide online coding competition that features three-hour rounds of algorithmic challenges created by Google developers. These competitions take place throughout the year, and winners may be invited to an interview at Google.
5) BME International 24-hour Programming Contest
Challenge 24 is an international 24-hour programming competition. The most essential aspect of this competition is that contestants can use their own computers. This allows individuals to work in the atmosphere that is most comfortable for them.Operating systems, development tools, and programming platforms are also unrestricted. Only the top 30 teams are invited to the 'real' BME Challenge 24, which takes place in Budapest, Hungary. This competition is organized by the Hungarian Association of Electrical Engineering Students.
6) The International Obfuscated C Code Contest
In 2020, the International Obfuscated C Code Contest will celebrate its 25th anniversary. The contest can be entered via email or online. All you have to do is follow the guidelines and write the most obscure or obfuscated ANSI C programs in less than 4096 characters.
7) Code Forces
Codeforces is a Russian website that offers competitive programming tournaments in which a large number of competitive coders fight against each other from all over the world. Codeforces contests allow you to write solutions to challenges that are tested during the competition. The software developer or software programmer who passes that set of solution tests gets the chance to look over the sources of other contenders, look for errors, and suggest tests where these solutions don't work. As a result, you can hack or challenge other people's answers to get points. The solutions that pass the pretests and have not been hacked or challenged are then tested on the final set of tests following the contest.
8) Microsoft Imagine Cup
The Microsoft Imagine Cup has been running for nearly two decades. This program challenges participants to tackle real-world problems submitted by IGOs, NGOs, and non-profits, which they can subsequently tackle as part of the Imagine Cup project. Then, as you design solutions that have the potential to alter the world, put your ideas into action.The Imagine Cup winner will receive cash prizes, an Azure Grant, and a mentoring session with Microsoft CEO Steve Ballmer. The 2022 Imagine Cup will mark the 20th anniversary of the competition, and students can submit ideas in the areas of Earth, Education, Health, and Lifestyle.
Conclusion
Programming necessitates a great deal of patience. Begin competing in various programming competitions and gradually enhance your skills. Showcase your rating on your CV to increase your chances of securing a job at a top tech firm.With all that said, if you have just started coding, then the initial step would be to practice your code immensely before jumping into a competition to be a skilled software programmer.You can also get in touch with us for a free career consultation or take part in our Free IT training programs.

How to Become a Backend Developer in 2023
Do you know that, on average, a Backend developer in US makes $133,000 yearly? It is one of the highest-paying developer roles in the world. Maybe you are in for the passion. Maybe your passion is the $ itself, or maybe you are bored and just want to learn something new.Irrespective of your cause, this blog introduces Backend development and guides you on how to become a Backend developer.
#Step 1: What is Backend Development?
Knowing what duties fall under "How to become a Backend Developer" is a major confusion for newcomers. Also, how does it vary from Frontend Development?Let’s address the query.When you visit a website, everything you see and interact with is part of Frontend development also referred to as client-side or browser-side development. It covers how the content is present on the website, including minor user interfaces elements like menus, dropdowns, transitions, and models.On the other hand, Backend Development deals with code that runs on the server. It is all the behind-the-scenes stuff that happens on the servers that the user never sees and focuses on securing and managing the data. The quality of the user experiences a website provides depends on Backend programming.For example, a Backend developer would write the code that interacts with the database to get a list of images, and the Frontend dev. would write the code that displays the photos in a gallery with a slideshow.Handling Website design, building templates, CSS, HTML, javascript, etc., are generally considered Frontend. Working with Databases, APIs, web development, PHP, and related languages are all considered Back end.
#Step 2: Understanding the Roles and Responsibilities of a Backend Developer
With Backend, Power comes responsibilities. Let’s look at some of the roles and responsibilities of a Backend Developer:
- Supporting existing Backend.
- Creating and maintaining web applications with clean codes.
- Working with Frontend Developers to define goals and integrate user-facing aspects with server-side logic.
- Developing and Maintaining APIs.
- Management of hosting environments.
- QA testing.
- Troubleshooting and fixing bugs.
- Development of site architecture using appropriate methodologies.
#Step 3: Learning Backend Development
Everyone starts somewhere, don’t worry if you’ve never coded before. Here is a roadmap on how you can become a Backend Developer.Here are the steps you will need to follow:
- Learning the fundamentals of the Web
Understanding the fundamentals of the Web is essential. Get familiar with HTTP, DNS, Browsers, Domain, Hosting, etc., and understand how they work.
- Basic Frontend Development
It’s important to know how Frontend development works. Knowing even the basics can help ease your process of mastering and understanding Backend development.You can start by learning CSS and HTML.
- Learning a Programming Language
Knowing how to code is essential for a Backend developer. Choose a programming language and learn the fundamentals of programming language:
- Variables
- Functions objects
- Data types
- Core principles of OOPS
- Execution.
Some Popular Programming Languages for Backend Development are JavaScript, PHP, Python, Ruby, and C#.
#Step 4: Learning a Backend Framework
A framework is a well-organized collection of tools and libraries that assist you in accomplishing tasks in a specified manner, sometimes with less code.For example, if you’ve built websites with PHP and MySQL, you’ve probably worked with SQL queries to retrieve data from a database. You can use frameworks to query databases without having to write SQL queries. So, learning a framework will help you develop Backend applications faster.There are several Frameworks available. You can choose a framework depending on the programming language.Some popular Backend frameworks are Node.js, Django, Ruby on Rails, ASP.NET, and Laravel.
#Step 5: Databases
A database is a system for classifying and storing data.There are two types of Databases.SQL - SQL databases store the data in tables.SQL databases: MySQL, PostgreSQL, SQLite.NoSQL - NoSQL databases store data in a document.NoSQL databases: MongoDB, CouchDB, DynamoDB.Developers like to argue about SQL and NoSql and which is better, but it’s like arguing about Coke and Pepsi. They’re both good for different reasons, and in many cases, either will do.
#Step 6: APIs
Application Programming Interface. It allows you to access the data from another application and is a way for applications to communicate with each other.A Backend with API helps developers to interact with Backend services and applications, which helps them improve the user experience on the website. Some of the APIs to learn are: REST, JSON, AES, GSON, SOAP, XML-RPC.
#Step 7: Advanced Topics
Once you understand the programming language, frameworks, databases, and APIs, you get a good understanding. You will come to advanced topics like Hashing, Caching, Web Security, Web servers, Rate Limiting, Backend Testing, etc. Learning never stops. And it should never stop. Learning is a continuous process, especially in web development.
Level Up
After you’ve finished all these steps, it’s time for practice. Being a good developer takes time; getting used to languages, frameworks, concepts, etc., doesn’t happen overnight.Learn by doing. Start developing projects on your own. Nothing will improve you as a developer than building a project from scratch.
Get a Job
Get a Job or an internship. Depending on your command, that can be an entry-level job or an advanced position. You will gain experience on real projects backed by an organization which is ideal for a new learner.
There you go. You are a Backend Developer now.
Soon you will have the confidence and proficiency with Backend development. Now depending on your goals, you can become a freelancer. Or build personal projects. Or continue working for an organization. We wish you all the luck!
Want to Kick start your career? We’ve got you covered! Connect with our team now.

5 Steps that will get you a Software Developer Job in 2023
Getting the best Software Developer job with no experience in an IT giant in the domain is a major challenge for college graduates and even working professionals. Companies do give preference to candidates with experience over inexperienced candidates because it is easier for recruiters to presume that an experienced person will be familiar with the essential abilities and procedures.But hold on...Do you know that you may work as a Software Developer without any prior experience (and at your ideal company!)?Yes absolutely!You have to do work hard on the necessary skills and stick to a strategic plan. Although work experience, whether from an internship or full-time employment, is important in securing a developer position, other factors such as the right skill set, dedication, consistency, and a variety of other factors always take precedence. Many people, despite having no prior professional experience in the software development area, get spotted by IT giants and hired based on their abilities and dedication. In this post, we will discuss all of the tactics and skill enhancements that can undoubtedly assist you in obtaining a Software Developer position despite your lack of experience.
1. Find your niche!
A Programming Language is, without a doubt, a must-have ability for aspiring Software Developers. No organization wants to hire or entertain a software engineer who doesn’t know how to code or program!As a result, if you want to start a job or switch careers in the software development field without any prior experience, you’ll need to learn at least one programming language. Python, Java, Swift, and other programming languages are all popular and worthwhile.You can choose one (or more) of these languages and begin learning at any level from beginner to advanced. There are various platforms available on the web, such as YouTube, etc., where you may command any programming language and use various other resources, such as videos, books, webinars, and so on, to make it more successful. Even Consultadd Inc. provides training and placement to fresh developers just beginning their careers.
2. Get a hang of Data Structures and Algorithms.
Algorithms and data structures are at the heart of software development. Almost every major digital firm, such as Google, Amazon, and Uber, assesses and evaluates candidates based on their mastery of data structure and algorithm ideas. To land a well-paying software developer job, you must be more concerned with Data Structures and Algorithms. You can begin learning Data Structure concepts by starting with the basics, such as Array and Queue, and progressing to Advanced Data Structure concepts.
3. Participate in coding challenges.
One of the best ways to receive exposure to computer programming and examine your skills is to participate in coding challenges and competitions. Not only that but your participation and rankings in these programming competitions may help you acquire a software developer job at your ideal firm.There are a number of well-known coding challenge platforms, such as HackerRank, TopCoder, CodeChef, and others, where you can enter a variety of contests that they organize on a regular basis. These platforms provide you with a variety of badges and certifications that you can exhibit to the interview panel to demonstrate your abilities. Furthermore, these programming tasks help you develop critical thinking and logic-building skills, which will help you become a good programmer, and secure a job in big IT organizations.
4. Construct Projects
Companies expect you to demonstrate your talents during recruitment, regardless of your previous experience – and this is where projects come in!If you have a great portfolio of projects that you have created, you may be given precedence for a job chance above others (even experienced ones).Indeed, project development is critical because it allows you to put all of your programming knowledge, such as programming languages, algorithms, databases, and so on into practice, and it not only confirms your programming skills but also boosts your confidence in your ability to succeed.Meanwhile, you can use sites like Github, Bitbucket, and others to publish your projects online, and instead of focusing on numbers, attempt to construct a few high-quality projects.
5. Connect with Software Developer Professionals.
Last but not least, you must contact professionals in order to obtain a suitable opportunity. Yes, even if you possess all of the necessary qualifications, you cannot expect to land a job at your desired company while sitting at home. To receive the green light, you’ll need to network with people in the industry. You can send an email to the company’s leaders, connect with them on social media platforms like LinkedIn and Meetup, and check for fresh possibilities on the company’s website. You must realize that you must think forward in order to seize prospects for a successful career.Furthermore, you can attend a variety of worthwhile events, such as seminars, meetings, and conferences, to expand your professional network and maximize your job opportunities.These are the main tactics to employ in order to obtain a Software Developer position without prior expertise. Although there are a few more suggestions that might be considered in this regard.
- Make a strong resume and cover letter.
- Create a powerful internet presence.
- Do research on the company you want to work for.
- Work on soft skills such as communication, time management, and so on.
To conclude...
Getting a job as a Software Developer especially without any prior experience, is difficult but not impossible. So, just stay on track, hone your talents, and break into the profession. All the best!
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What is Concurrency and Parallelism in Python
Suppose you are familiar with coding in the Python programming language. In that case, there must have been many instances where you just wanted to speed up the entire process by executing multiple tasks at once or by interleaving numerous tasks. Both approaches are possible in Python and are known as Concurrency and Parallelism.There are two extents to which you can speed up your processes – I/O and CPU Consumption. If your code involves a lot of files accessing and similar repetitive tasks, it is I/O bound. On the other hand, if your code includes a lot of heavy computations, it is indeed CPU bound.Both types of tasks differ in terms of the resources they require. When an I/O bound code is running, it is not using the CPU’s core that much because it is sitting idle waiting for the responses to be received. We cannot improve this process by adding more computational power. The reverse is the same for CPU-bound code.To remove either of the bottlenecks, we use two mechanisms, i.e., Concurrency & Parallelism.
Concurrency v/s Parallelism
Concurrency means doing multiple things at once. However, Concurrency takes up a slightly different approach in python programming. Concurrency in Python is managing alternate jobs at the same time. It means that the python runtime executes not all jobs or tasks at once; instead, they alternate to achieve optimum efficiency. Concurrency involves multiple tasks taking turns accessing the shared resources.While, on the other hand, Parallelism does mean that multiple jobs or tasks are executed simultaneously by the python runtime. In Parallelism execution, several tasks are allowed to run side-by-side on independently partitioned resources.Concurrency and Parallelism both have different aims and solutions that they bring to the table. Concurrency’s goal is to prevent various tasks from blocking by switching among them while waiting on an external resource. To achieve Concurrency, the Python runtime completes multiple network requests.Usually, when the user launches one request, it takes time to finish, which is the waiting period, and then the next one is launched. A concurrent way of doing this is to launch all requests simultaneously and switch among them as we get the responses.Contrastingly, Parallelism maximizes the hardware used. For example, if you have eight cores in your CPU, you do not want to maximize on one while the other seven cores sit idle; you would like to launch processes that utilize all eight cores at once.
Implementing Concurrency & Parallelism in Python
Python permits the usage of both Concurrency and Parallelism with its syntaxes and uses cases. In Python, Concurrency is implemented by threading and coroutines, or async. And Parallelism by Multiprocessing.Let’s have a look at the advantages and disadvantages of all three methods:
Python Threading
Threading helps you create multiple threads across which you can distribute I/O bound workload. One noteworthy thing about threading is that it does not work the same way it works in other programming languages like Java. For example, Java’s Global Interpreter Lock (GIL) ensures that only one thread is in processing at a time and memory usage is thread-safe.Advantages of Python ThreadsThreads in Python are a convenient and well-understood way of running tasks that waits on other resources. Apart from this, Python’s standard libraries have high-level conveniences for running operations in threads.Disadvantages of Python ThreadsPython threads are cooperative, which means that the Python runtime divides its attention between them. As a result, Threads are not suitable for a task that is CPU intensive because if we run a CPU intensive task in threads, the runtime will pause it while switching to a different thread so, there is no performance benefit overrunning that task outside of the thread.Another disadvantage of using threads in Python is that the developer needs to manage the state between them. We must manually synchronize different threads to expect the desired results, an overly complex task.
Python coroutines, or async
Coroutines or async is an alternate method of running tasks simultaneously in Python. Instead of using multiple threads, coroutines use special programming constructs and all the tasks run on a single thread.Advantages of Python coroutinesWith Coroutines, you can quickly tell which programs are running side by side by looking at the syntax. With threads, this is not possible; any function might be running in a thread.Another advantage of Coroutines is that they are free from architectural limitations faced by threads. Switching between many coroutines in a program is easy and requires less memory than threads.Disadvantages of Python coroutineWriting code for Python coroutines is a little complex as it requires the programmer to write it in its distinct syntax, making its mingling impossible with synchronous code design-wise. Using coroutines can be a little tricky for programmers who are not used to writing their code asynchronously. Also, you cannot run CPU-intensive tasks side by side efficiently.
Python Multiprocessing
Multiprocessing in Python allows us to run numerous CPU-intensive tasks simultaneously by launching multiple, independent copies of Python runtime. Multiprocessing leverages each core in your CPU by creating a python interpreter for each process.Advantages of Python MultiprocessingMultiprocessing is better than async or threading because it sidelines their limitation of the python runtime forcing all the operations to run serially by giving each process a separate python runtime and an entire CPU core.Disadvantages of Python MultiprocessingThe first downside of Python Multiprocessing is the additional overhead associated with creating the processes. Another downside is that each subprocess requires a copy of data sent from the primary process.
Best Method to use
If you are dealing with long-running, CPU-intensive operations, use multiprocessing. If you are dealing with long-running, CPU-intensive operations, use multiprocessing.On the other hand, if you perform functions that do not involve CPU but wait on external resources, use threading or async. Async is favorable to threads for long-running IO operations. And, if your IO-bound operations are fast, go with multi-threading.As of today, Python programming language is the most preferred language for Artificial Intelligence, Robotics, Web Development, and DevOps.Hope you found this blog useful. Cheers and good luck with your future.
Want to kickstart your career as Python Developer? We at Consultadd are investors in people and have got you covered!
Connect with our team now and start your career as a Python Developer.

10 Most In-Demand Software Engineering Skills in 2023
Upskilling is the only way to stay ahead of the competition as technology advances at a breakneck pace. In the computer field, software engineers understand this and the importance of acquiring new languages and skills on a regular basis.Learning the most in-demand software engineering skills can improve their competence in their profession, which leads to a boost in their career and greater job chances. But the real question is: which of these software engineer talents will lead to more job opportunities? If you’ve been asking yourself this question, you’ve come to the correct place.In this blog, we’ll review the top ten most in-demand, fast-growing skills software engineers should study to improve their job prospects.
1. Azure
Azure is a cloud platform that can be used to host and enhance both existing and new applications and is one of the most in-demand software engineering skills. It has strong storage capabilities and can be used to create hybrid apps.Some of the abilities you’ll need to become an Azure developer are:
- Integration testing of individual units.
- Prototyping and software development.
- Application scaling for quality assurance.
- Working knowledge of web applications and database components is a plus.
2. Kubernetes
If you work in IT, you’ve most likely heard of Kubernetes. Kubernetes is an open-source platform that has become the fastest-growing software engineer talent.It’s no surprise that the number of job posts requiring Kubernetes expertise has exploded in the last half-decade. Kubernetes is an extensible and portable open-source container that allows you to deploy containers to a scalable cluster and manage containerized application orchestration.
3. Kafta
Kafka, or Apache Kafka (as it is commonly known), is an open-source framework developed by the Apache Software Foundation that allows businesses to manage real-time data efficiently. It is designed in the Scala programming language and is extremely useful for data management and real-time analytics in distributed applications.Low latency, ability to handle big quantities, scalability, and data splitting are just a few of the properties that make it a strong choice for data integration, website activity tracking, stream processing, and operational metrics.
4. Redux
Another most in-demand software engineering skill is redux. It’s a dependable container for Javascript-based programs. Developers can use Redux to create applications that have consistent behavior, can run in a variety of contexts, and can be readily tested.Redux is a programming tool that handles the data displayed to users and its reaction to interface instructions. It was created to make the building and maintenance of Interface Programming Applications (IPAs) easier.
5. Docker
Docker containers allow software developers to package and distribute all of the application’s contents in one package. It’s an important talent for software engineers, and learning it could open up many doors for you.This program can also be used on Linux workstations without the need for installation. Developers and system administrators utilize it. Docker is an excellent skill for developers to learn because it allows them to concentrate on building code rather than worrying about the environment in which it is deployed.System administrators should understand Docker because it has a smaller footprint and reduced overhead, reducing the number of computers required for application deployment.
6. React.js
If you’re a JavaScript developer, React.js is a great talent to master because recruiters are increasingly looking for people who have it.React.js is a JavaScript library with a simple, interactive, and user-friendly interface that requires little programming. It allows developers to create scalable and manageable online applications, which is one of the main reasons for the skill’s increasing demand.
7. AWS (Amazon Web Services)
AWS by Amazon is a continually expanding cloud computing platform that offers a mix of infrastructure as a service (IaaS) and packaged software as a service (PaaS) offerings.AWS, the world’s most widely used cloud platform, has millions of clients and delivers more than 200 services from multiple data centers.AWS is simple to use, offers a wide range of tools, offers infinite server capacity, and offers a number of other advantages to its users. As a result, there is an increase in the need for AWS engineers who design, maintain, and evolve AWS cloud infrastructure to ensure that applications work smoothly.
8. Jenkins
One more in-demand software engineer skill that is sweeping the business is Jenkins. You can use Jenkins to build up CI (Continuous Integration) and CD (Continuous Deployment), lowering the risks associated with software development and delivery.You can get instant feedback, perform tests, and create artifacts because of its speedy speed. Jenkins has wreaked havoc on operational procedures and software.
9. Ansible
Ansible is an open-source automation solution for activities including app deployment, intra-service orchestration, provisioning, and configuration management in the IT world.By managing developer jobs and allowing them to focus attention and deliver value, Ansible may help simplify complicated procedures and increase efficiency.
10. Spark
Apache Spark is one of the most widely used data science programming tools. Spark, which is written in the Scala programming language, assists businesses in generating and analyzing large amounts of data in order to gain insights for day-to-day operations.Spark supports a variety of programming languages, including Java, Scala, R, and Python, making it simple to comprehend for software developers.It’s the next big thing in data processing, and it’s a great way for developers to advance their careers.Learning this can lead to a variety of job opportunities and a more focused professional path. We’re confident that after learning about most in-demand software engineering skills, you’ve identified several that you like and will be upskilling soon. As the saying goes, there is no such thing as being too old to learn something new. Allow this to be your calling to develop!Best wishes!
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