Dynamic Programming Algorithms
What you'll learn
- Dynamic Programming Fundamentals: Gain a solid understanding of dynamic programming concepts, principles, and techniques.
- Problem-Solving Strategies: Learn effective strategies for approaching dynamic programming problems, breaking them down into smaller subproblems.
- Memoization and Tabulation: Understand the two main approaches for implementing dynamic programming: memoization (top-down) and tabulation (bottom-up).
- Implementation in Java: Apply dynamic programming concepts using the Java programming language, learning how to write efficient and optimized code.
- Analyzing Time and Space Complexity: Learn how to analyze the time and space complexity of dynamic programming algorithms to evaluate their efficiency.
- Problem-Specific Approaches: Understand different problem patterns and specialized techniques used in dynamic programming for specific problem types.
- Practical Coding Skills: Enhance your Java programming skills and improve your ability to implement complex algorithms and data structures.
- Hands-on Practice: Engage in coding exercises, quizzes, and projects to reinforce your learning and gain practical experience in solving dynamic programming pro
Requirements
- A Computer or Laptop or Smartphone with Internet Connections
- Basic Programming Knowledge: It is beneficial to have a basic understanding of programming concepts and familiarity with at least one programming language.
- Java Programming: A fundamental knowledge of the Java programming language is recommended as the course focuses on implementing dynamic programming solutions using Java.
- Problem-Solving Skills: While not mandatory, having some problem-solving skills and logical thinking abilities will enhance your learning experience and enable you to grasp the dynamic programming concepts more effectively.
- Data Structures and Algorithms: Familiarity with basic data structures (such as arrays, linked lists, and trees) and algorithms (such as searching and sorting) will be helpful in understanding the course materials.
- Enthusiasm and Persistence: A positive attitude, willingness to learn, and dedication to practice are essential for maximizing the benefits of this course.
Description
Welcome to the "Dynamic Programming Algorithms" course!
If you often struggle with dynamic programming problems despite your understanding of data structures and algorithms, this course is designed to bridge that gap. It provides a comprehensive understanding of critical Dynamic Programming concepts, empowering you to excel in competitive coding and interviews.
Dynamic programming is a powerful algorithmic technique used to solve problems with overlapping subproblems and optimal substructure properties. By breaking down problems into smaller subproblems and leveraging overlapping solutions, dynamic programming allows for enhanced algorithms and optimization.
This course focuses on mastering dynamic programming and equipping you with the skills to effectively solve a range of computational problems. You'll delve into various practice problems like Fibonacci numbers, climbing stairs, house robber, and more, gaining hands-on experience in applying dynamic programming concepts.
By the end of this course, you'll have a solid understanding of dynamic programming principles and the ability to confidently tackle complex problems. Whether you want to enhance your algorithmic skills or improve your problem-solving abilities, this course is tailored to meet your needs.
Join us on this dynamic programming journey and unlock your potential in algorithmic problem-solving!
Practice problems covered in the course:
1. Fibonacci number
2. Climbing Stairs
3. House Robber
4. Decode Ways
5. Longest Common Subsequence
6. 0/1 Knapsack Problem
7. Target sum
8. Partition Equal Subset Sum
9. Count Number of Subsets
10. Coin Change
11. Coin Change II
12. Word Break
13. Regular Expression Matching
In addition to the mentioned problems, the "Dynamic Programming Algorithms" course covers several more essential dynamic programming problems. Through detailed explanations, code implementations, and step-by-step walkthroughs, you'll gain a deep understanding of each problem's solution.
With a combination of theory and practical examples, this course ensures that you not only grasp the underlying concepts of dynamic programming but also develop the necessary skills to solve real-world problems efficiently.
Whether you're a student, coding enthusiast, or preparing for coding interviews, this course provides a structured and comprehensive learning experience. By the end, you'll be equipped with the expertise and confidence to tackle dynamic programming problems using Java effectively.
Enroll now and embark on a journey to become a proficient dynamic programmer!
Who this course is for:
- Coding Enthusiasts: If you have a passion for coding and enjoy solving complex problems, this course will offer you a deep dive into dynamic programming using the Java programming language.
- Computer Science Students: If you are pursuing a degree in computer science or a related field, this course will supplement your academic studies and provide you with a solid understanding of dynamic programming concepts.
- Interview Candidates: If you are preparing for coding interviews, dynamic programming is a common topic that frequently appears. This course will help you strengthen your problem-solving skills and improve your performance in coding interviews.
- Problem-Solving Enthusiasts: If you have a keen interest in problem-solving and want to expand your skills in tackling challenging problems, this course will equip you with the necessary tools and techniques.
- Beginner to Intermediate Programmers: Whether you are new to programming or have some experience with Java, this course caters to learners of various levels and provides a step-by-step approach to understanding dynamic programming.
- Software Engineers: If you work as a software engineer and want to strengthen your problem-solving abilities and expand your knowledge of dynamic programming, this course will provide you with valuable insights and practical skills.
- Competitive Programmers: If you participate in coding competitions or aspire to become a competitive programmer, dynamic programming is a crucial skill set to master. This course will equip you with the necessary techniques and strategies to excel in such competitions.
- Regardless of your background or goals, as long as you have an interest in mastering dynamic programming using the Java programming language, this course will provide you with valuable insights, practical examples, and hands-on experience to help you achieve your objectives.
Instructor
- 4.3 Instructor Rating
- 3,859 Reviews
- 269,298 Students
- 20 Courses
Hi! My name is Md. A. Barik
I'm a Self Taught Programmer with a great passion. I'm programming from the age of just 16 years. I have always had a fascinations in computer and technology from early in life.
Having been a self taught programmer, I understood that there is an overwhelming number of online courses, tutorials and books that are overly verbose and inadequate at teaching proper skills. Most people feel paralyzed and don't know where to start when learning a complex subject matter, or even worse, most people don't have $20,000 to spend on a coding bootcamp. Programming skills should be affordable and open to all. An education material should teach real life skills that are current and they should not waste a student's valuable time. I have learned an important lessons from my programming career. I'm trying to teach others valuable programming skills in order to take control of their life and work in an exciting company with infinite possibilities.
I promises that there are very few courses out there as comprehensive and as well explained.
See you inside the courses!