Dynamic programming is the process in which complex programming problems are broken down into simpler subcategories and the individual solutions are found for each of them. After this is done, the individual solutions can be built on each other to get a final solution for the original problem without tackling the problem head-on. Dynamic Programming uses tools like Fibonacci numbers to find solutions to individual problems faster and more effectively.
Even though dynamic programming makes solving complex problems easier, it in itself is kind of hard to master. But that is not entirely true and if you truly dedicate yourself, you can learn it yourself without too much difficulty. Once you master it you will be able to create the shortest paths to find solutions and that will make you a lot more effective and companies are always looking for employees who can solve problems effectively with the shortest amount of time.
Hence mastering dynamic programming can boost your resume and widen your job opportunities. There are a lot of online courses available that help you to learn Dynamic Programming which includes a lot of resources and content.
We have put together a list of the top 10 online courses for Dynamic Programming. So, pick your choice and start cracking problems like a pro.
1. Intro To Dynamic Programming – Coding Interview Preparation by Udemy
As the name suggests, this course provides an introduction to the world of Dynamic Programming and covers all the basics required to start your career in Dynamic Programming. The course is offered by Udemy which is one of the most popular and well-known online learning websites. More than 5,500 aspiring software engineers are currently enrolled in this course. The syllabus teaches you how to recursively solve a problem and to come up with dynamic programming solutions. The lessons also include solving common 1D and 2D dynamic programming problems. The tutor, EL Farouk Yasser is a double major in mathematics and computer science and is an expert in dynamic programming. The course provides 2.5 hours of on-demand video and costs 43.16 USD.
2. Dynamic Programming-I by Udemy
This course is totally dedicated to helping students master the skill of solving Dynamic Programming problems. The course is one of the most popular courses available on Udemy with more than 7000 students who have already enrolled. The course will teach students to analyze and solve most Dynamic programming problems and also helps to gain confidence for coding interviews. The course provides a total of 2.5 hours of on-demand videos. Apart from this, you will be provided with 2 articles and 20 downloadable resources. The material provided is enough and more for you to get a grasp on dynamic programming with ease. The course includes a number of assignments that help students to practice what they learn. You will also be provided with a completion certificate after the successful completion of the course.
3. Master the Art of Dynamic Programming by Udemy
This course provides everything you need to understand dynamic programming step by step. When it comes to learning dynamic programming, you have to learn to walk before you run. That is exactly what this course does. It breaks down dynamic programming into easier steps so anyone can understand it easily. The course provides detailed solutions with code in some of the most popular computer languages like python and Java to more than 15 dynamic programming questions. The course also includes backtracking, data structures, algorithms. To take this course, you will need to know basic programming in Python and Java. The course provides 4.5 hours of on-demand video and 26 downloadable resources for students to refer to. You will also get full lifetime access to the course after you buy it. The cost of the course is 17.26 USD.
4. Dynamic Programming Java, Coding Interviews and Applications by Udemy
This course describes the applications and coding interviews of dynamic programming. You will be able to recognize problems that will require dynamic programming to be solved. The course is divided into eight segments and each segment contains 2-8 lectures. You will need to know the basics of the Java programming language and you should also be comfortable with recursion which is included in the syllabus although. This course is perfect for students who are already software engineers and who are looking to improve their skillsets and prospects in companies. The course provides a total of 5 hours of on-demand video and 2 articles. This is one of the very few courses that provide a coding exercise for students to work with. If you are an absolute beginner in the world of programming, then this course is not for you. But if you are a fairly experienced developer, then the concepts elaborated here can be easily understood. The course also provides a 30-day money-back guarantee in case you decide it’s not for you.
5. Dynamic Programming Python, Coding Interviews and Applications by Udemy
This one is similar to the previous course but works with Python instead of JAVA. Python is considered the programming language of the future and so this course will definitely be useful for you in the long run. The lectures teach you how to solve coding interview puzzles with the help of dynamic programming. You can really work on developing your problem-solving skills with this course. The syllabus encourages you to study and develop the skill yourself. You get a total of 5 hours of on-demand video and 2 articles. At the end of the course, there is a coding exercise that is provided to provide the students some hands-on experience in dynamic programming. The course costs 25.90 USD.
6. Dynamic Programming by Udemy
This course is also an advanced study of Dynamic Programming. After completion of the syllabus, you will have complete command over Dynamic programming. The course includes 1.5 hours of on-demand video and also provides you with a certificate of completion. The lectures teach the popular optimization technique of Dynamic Programming and you will have to have some knowledge about recursion and you will also need experience in working with Jaca and C++. Hence this is not a course for beginners. If you really commit to the course and practice well, you will soon have a very good understanding of dynamic programming.
7. Dynamic Programming, Greedy Algorithms by Coursera
This course is offered by the University of Colorado and is available on Coursera for free. The course covers the basics of dynamic programming and also teaches you fundamental algorithm techniques like divide and conquer and greedy algorithms. The course also provides an introduction to intractability. The syllabus is designed in such a way that the deadlines are flexible and you can complete the course at your own pace. You will also get a shareable certificate after the successful completion of the course. The course will take you approximately 38 hours to complete but you can complete it at your own speed.
8. Dynamic Programming- Applications in Machine Learning and Genomics by EdX
This course is offered by edX which is one of the most popular online learning platforms available especially for software engineers. Apart from software engineering, this course dwells on the application of dynamic programming in genomics. The first leg of the course contains instructions on solving a number of questions related to pairwise and multiple string comparison. The second part of the course details the machine learning approach to dynamic programming and elaborates on the Hidden Markov Model. All in all, this course is perfect for beginners who want to learn the applications of dynamic programming in biology and genomics. The course has a duration of 4 weeks and you will have to spend 8-10 hours of classes per week. The course is absolutely free of cost but you can get a verified certificate for the hefty price of 105 USD. The course is actually part of a micro master’s course offered by the University of California in San Diego.
9. Learn Dynamic HTML5 Programming by Udemy
This course will help you to use dynamic programming to create web applications and games. More than 700 students have already enrolled in the course. The course teaches you to create graphics with SVG and also teaches you the basics of game creation. HTML is the main programming language used and you will have to know basic HTML to understand this course. The course is created by SkillPass which is one of the best producers of online computer and software training. This course includes 3 hours of on-demand video and 1 article. The course also includes 7 downloadable resources and you get lifetime access after you purchase them. The course costs 17.26 USD.
10. Dynamic Programming for Competitions and Interviews by Udemy
This course is purely theory-based and helps you master dynamic coding for your interviews and competitions. The course is not suitable for students looking for a more practical approach. The syllabus explains all the concepts of dynamic programming and covers all the theories you will need for examinations and interviews. After purchase, you get 9 hours of on-demand video and 5 downloadable resources. You will also get a certificate of completion after the course.