Logical reasoning is the ability to analyze problems, draw valid conclusions, and apply them to different situations. As a programmer, you need logical reasoning skills to design, debug, and optimize your code. But how can you improve your logical reasoning skills? Here are some tools that you can start with.
One way to sharpen your logical reasoning skills is to challenge yourself with puzzles and games that require logic, strategy, and deduction. For example, you can try Sudoku, chess, crossword, or Minesweeper. These games can help you practice your pattern recognition, problem-solving, and abstract thinking skills. They can also make you more aware of your assumptions, errors, and biases.
Acredito que uma das melhores formas de aprimorar seu conhecimento de raciocínio lógico seja através de exercícios de algoritmos. E existem algumas formas diferenciadas em conseguir trabalhar com algoritmos de uma maneira divertida e interessante. Uma delas é trabalhar com o jogo de "Cubo mágico"... Você precisa desenvolver e executar um passo de etapas em sequência para conseguir alcan?ar um objetivo. Comece por aí!
To build logical reasoning skills, first of all one should identify the problem. Now, to identify the problem, first identify how the data-flow is being in the program (what will be the input, how will you collect the input. How will the data process, To process the input, you may write some methods,functions,class & what will be the output). Identify the steps that you will be doing in the program. For these steps, you can use Program Design Tools, such as Algorithms, Flowcharts, Pseudo codes. Algorithm will help you break down complex problems into small components. Pseudo code will help you to outline the logic of algorithms in human-readable format. Whereas, flowchart will help you to visualize the steps (data flow) in the program.
Games that require thinking and strategies will for sure help you improve your logical skills. Such games always help you to think outside the box, they are a good start if you're a beginner in programming.
As a programmer aiming to enhance logical reasoning, start with puzzles like Sudoku, logic games, and brain teasers. Practice algorithmic problem-solving on platforms like LeetCode or HackerRank. Explore courses on discrete mathematics and logic. Engage in code reviews and analyze others' solutions.
Some ways to get started - Practice Algorithms and Data Structures: Main Mastering algorithms and data structures is fundamental to programming and requires strong logical thinking and start practicing Leet code kind of platforms - Programming Challenges and Competitions: Participate in programming competitions like Google Code Jam, ACM ICPC, or Codeforces - Continuous Learning: Keep exploring new programming paradigms, languages, and technologies. Learning diverse approaches to problem-solving broadens your logical thinking toolkit.
Another way to improve your logical reasoning skills is to learn a logic programming language, such as Prolog, Lisp, or Haskell. Logic programming is a paradigm that uses mathematical logic to express computations. Instead of writing imperative commands, you write declarative rules and facts, and let the language infer the solutions. Logic programming can help you develop your reasoning skills by forcing you to think in terms of what, not how.
Improving logical reasoning skills as a programmer can be achieved through websites like LeetCode, HackerRank, and CodeWars. These platforms offer a variety of coding challenges that require logical reasoning to solve.
The best way to improve logical reasoning is knowing the theory behind the logic. When the developer completely understands the theoretical part, it becomes easy to write logic on it else it’s like shooting blindfolded . Another way is to put the theory into practice using coding platforms and as beginners, play logical reasoning puzzles in various aptitude sites.
To improve logical reasoning skills as a programmer, start with puzzles, brain teasers, and programming challenges on platforms like LeetCode and HackerRank. Enroll in algorithm and data structures courses, and explore logic-focused books like "Cracking the Coding Interview." Additionally, engage in problem-solving discussions with peers and utilize logic games and mobile apps for practice. Consistent practice, combined with diverse learning resources, will enhance your logical thinking abilities and coding proficiency.
One of the most essential things you can do is to learn data structure as a part to improve your thinking. How you can do everything by yourself, how you can think outside the box. In addition to programming languages like Prolog and courses like Math Algebra.
There are a number of websites that allow programmers to enhance their logical and analytical skills by solving different problems. These problems are easy to hard levels with a variety of categories. i.e: LeetCode, hackerRank etc. Programmers need a lot of practice to gain and improve problem solving skills.
A third way to improve your logical reasoning skills is to study algorithms and data structures, which are the core concepts of computer science. Algorithms are step-by-step procedures that solve a specific problem, while data structures are ways of organizing and storing data. By learning algorithms and data structures, you can improve your logical reasoning skills by understanding how to break down complex problems, choose the best solutions, and evaluate their efficiency and correctness.
I personally have experienced that Data structure and Algorithms, Competitive Programming actually improves your problem solving skills and logical reasoning if you do it right. If you're consistently solving problem, it will sharpen your logical reasoning
By learning algorithms and data structures, you can enhance your logical reasoning and problem-solving skills. Continuously practicing these concepts enables you to break down complex problems into manageable parts and helps you choose the most efficient solutions.
I am,currently an MSc student studying Advanced Computer Science at the University of Liverpool. In my first semester, I had opted for a module , Efficient Algorithms, where I learned about basic divide and conquer algorithms for sorting.efficient data structures like stacks, queues, linkedlists, priority queues, etc. In semester 2, Another module was Optimisation, which made me learn about several code optimizing techniques. I have opted for Advanced algorithmic techniques module which is helping me learn several algorithms for dynamic programming, finding minimum path routes, etc. This will further develop my logical reasoning skills,
As a frontend developer, the challenge is keep a good readability of the code while maintaining a good data structure and algorithms. A good option is to write a first version of your algorithm then refine until it is understandable by a 15 years old child.
Solving algorithm challenges personally helped me developed my logical programming ability. Taking on algorithm/data structures challenges in a particular language will exponentially improve one's logical thinking ability.
A fourth way to improve your logical reasoning skills is to use debugging tools, such as breakpoints, watches, and logs. Debugging tools can help you find and fix errors in your code by allowing you to inspect and modify the state of your program at any point. By using debugging tools, you can improve your logical reasoning skills by testing your hypotheses, tracing the flow of your code, and identifying the root causes of bugs.
If I were a person who aspire to reinforce his logical mind and its consequence in programming I would choose the system structure like debuggers that can be a good teacher for writing an accurate flowchart and attaining an expected outcomes. These tools have many commands to shape a logic.
I would argue that it is actually the opposite of what's stated here! If you're using a debugger, you're delegating the challenging task of tracking the various ramifications within your codebase to a machine. Are debuggers useful? Yes, they are crucial, please USE THEM ALL THE TIME; however, if you wish to enhance your logical skills, become the debugger for the sake of the exercise.
- Do a lot of programming exercises, using data structures and algorithms. - Simulate some of the programming language libraries like sort and btrees.
Debugging as a skill is a great way to improve your logical reasoning. But you need to be patient, sometimes you might be spending hours (or even days) around a single problem. As we say it's debugging skills that separates a good programmer from a great one! - Always debug using breakpoints when stuck. - Try debugging your algorithms using pen and paper(often works). - Play around with open issues of Open source problems. Try inspecting some of your favourite websites and play around sometimes.
I don't think debugging tools directly help you train your logical reasoning, but it's an important part of the scientific method for people in tech. Normally you'll find a bug which is the problem you want to solve. Then you'll locate or isolate where the bug stems from. Then based off where it is, what other parts of the code it interacts with, and which actions trigger it, you'll make a hypothesis. You attempt to fix the code based on your hypothesis, and you would confirm it by testing. If the tests fail then you'll need to redo the scientific method. Debugging is a part of all of these processes. It helps tracing the logical flow of your code and fixes bugs.
A fifth way to improve your logical reasoning skills is to take online courses or read books that teach you logic, critical thinking, or programming. There are many resources available online that can help you learn the basics of logic, such as propositional logic, predicate logic, and logical fallacies. There are also courses and books that can help you improve your critical thinking skills, such as argument analysis, decision making, and cognitive biases. Finally, there are courses and books that can help you enhance your programming skills, such as design patterns, refactoring, and best practices.
There are numerous online resources available to learn programming. Websites like Coursera, edX offer courses on various topics. Books like “Clean Code” by Robert C. Martin and “You Don’t Know JS” by Kyle Simpson are highly recommended.
Bom, cursos é basicamente algo imprescindível na área da programa??o. Tem que estar sempre se atualizando, e buscando coisas novas. Só assim consegue a ascens?o na carreira.
There are numerous online resources available that can help you improve your logical reasoning skills. Websites like Coursera, Udemy, or books like "Think Like a Programmer" can provide structured learning experiences. They offer courses and materials that focus on logical thinking, problem-solving, and other essential programming skills.
This is a bit out there, but hear me out. I suggest you take a purely logic class at a nearby college or university. A class focused on logic itself. I took one several years ago and it has helped me tremendously in both programming and life in general. Probably one of the single greatest classes I ever took to be honest. Warning: The class will open your eyes to how illogical the world is and how many fallacies are around us every day. From commercials to business to relationships. But boy does it make you a good programmer.
Enhance logical reasoning skills by engaging in online courses or books covering logic, critical thinking, and programming fundamentals. These resources offer valuable insights into propositional and predicate logic, argument analysis, and programming concepts, fostering improved problem-solving abilities.
A sixth way to improve your logical reasoning skills is to seek peer feedback and collaboration from other programmers. You can ask for feedback on your code, your solutions, or your logic from your colleagues, mentors, or online communities. You can also collaborate with other programmers on projects, challenges, or competitions. By seeking peer feedback and collaboration, you can improve your logical reasoning skills by learning from others, exposing yourself to different perspectives, and improving your communication skills.
The way I've improved my logical reasoning in the shortest amount of time is peer feedback and collaboration. During code reviews you should always ask more senior devs if there was a more optimal way to accomplish what you did. You'll learn how your seniors code, and you'll usually learn/discover something new. I am always humbled by the ingenious code they can write. I once had a function that checked specifically for a string with any pair of tags and a break tag in the middle. It was needed to be used with React Quill to avoid submitting the form if it was "empty". A senior of mine looked at what I made and was able to optimize it by breaking it down into three pure functions with one larger function using all three of them.
Looking at other people's code helps to develop logical reasoning as you get to see different perspectives to solving a problem. When you collaborate with peers, observe their different approaches, and ask questions. It will in turn widen your logical horizon as you get lot of ideas and build your own approach to solve a problem. Github is a platform I use a lot for this, looking at other people's approach and asking questions whenever I'm trying to do something helps me think better.
Collaborating with others can greatly improve your logical reasoning skills. By discussing problems and solutions with peers, you can gain new perspectives and learn different approaches to problem-solving. Feedback from others can also help you identify any gaps in your reasoning or areas where you could improve.
Yes, reviewing a code with person who is good at that Will help a lot. We get to know about the new area of thinking. There will be another simple logic to solve that problem , you will get another approach to solve.
Engaging with other programmers, whether it’s through pair programming, code reviews, or just casual conversations about code, can provide new perspectives and insights that you might not have thought of on your own.
Cease using your phone for answers. That's how you elevate your logical skills. Confront a problem and discover a solution the traditional way. Fail, fail again, and learn every step.
Learning to understand how code really works especially from Tutorials. After consuming and following along with the visuals, take time to study the code repository used for the tutorial, try to understand how it works. Test and Play around with it.
Putting/writing/drawing everything on a whiteboard or a notebook is the best way to go for increasing your logical reasoning skills. This may help you find links and connect dota once penned down.
As weird as this sounds, I’ve found my best practice as an engineer has come from my own life experiences. Puzzles are great but looking at the world as a whole helps taking logic solving to a whole new arena. I know it sounds very hippie ish but honestly it’s helped me more than any other thing when it comes to sharpening the saw of logic solving. Also, a book that can help change your perspective on logic and problem solving… the goal by eliyahu goldrat. It will change the way you look at the world and coding.
- You may get demotivated or frustrated at the start but you have to stick, after some time you are gonna achieve it. - If one source of information is not working for you, explore different resources for understanding a concept.