Algorithms & Data Structures 1/3:Greedy,DFS,BFS,Tree,Heap
Greedy,Sort,Memoization,Backtracking,Dynamic Programming,DFS,Divide&Conquer,BFS,List,Tree(Binary & Expression),BST,Heap
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What will you need to know or do before starting the course?
1. A spare working computer with gcc compiler(preferably) or virtualization software like VMWare Fusion or Virtual Box.
2. This course assumes that the students have some background in mathematical concepts and formal reasoning.
Who should take this course? Who should not?
1 Job seekers. Algorithms is the hot subject for interviewers. This course will surely help.
2 Undergraduates, Graduates and Post-Graduates
3 The learning targets of this course are software developers, computer science engineers and students who wish to strengthen their software problem-solving ability.
4 Experienced software engineers who are looking to refresh important fundamental concepts
5 This is a course for professionals and students in occupational group in any organization or academics to help them to understand the basics of Algorithms and data structures that they should know well.
6 IT professionals with little or no algorithm experience.
7 Anyone who wants to learn about algorithms and data Structures can take up this training programme on Data Structures and Algorithms.
What Will I Learn?
1 First Part in the series of Training program on Algorithms and Data Structures
2 Introduction to Algorithms
3 Arrays
4 Search
5 Greedy Algorithm
6 Sort
7 Subset
8 Stack Data Structures
9 Introduction to Memoization
10 Backtracking
11 Introduction to Dynamic Programming
12 Depth First Search (DFS)
13 Divide and Conquer
14 All about String
15 Pattern matching and Application
16 Concept of Queue Data Structure
17 Type and application of Queue
18 Breadth First Search (BFS)
19 List
20 Application of List
21 Insertion Sort
22 Merge Sort
23 Binary Tree
24 Expression Tree
25 Binary search Tree
26 Heap
27 The full training program is divided into few courses. If you wish to take more courses, I recommend to take the courses in sequence to get WHOLE of this training programme.
28 To receive certification that you have completed the course, you must attend the course in full.
29 When you complete this course, you will be able to understand the terminologies and concepts of Algorithms for software development.
30 You will be able to apply the roles of Algorithms in products and various components of the software product.
31 This course is designed to improve the software developer’s implementation capabilities by covering the algorithms and data structures to improve implementation ability.
32 This course will allow developers to build the concepts in algorithms and learn how to apply them in real world tasks.
33 Job seekers who are preparing for interview in Product MNC/e-commerce/service companies. Anyone who has deep desire to learn Data Structures And Algorithms,Competitive Programming.
34 For college going students, this course will help in improving grades in college curriculum.
What is the course about?
My professor has an anecdote regarding Algorithms. It goes like: "There is an application which when fed with today's weather conditions will correctly predict tomorrow's conditions. The only problem is, the application takes TWO days to make the computations."
It's essential to understand algorithm development so you can program more efficiently and write better programs. Starting out you should at least know the basics of concepts like control flow and Big O notation and how it can affect performance. You don't need to know the details of how different algorithms work or the theory behind them but you do need to know the basics, such as what algorithms are available for solving a particular task and which one is best for a given situation.
This is the first part of the Training programme on Algorithms and Data Structures which covers the essential information that every programmer needs to know about algorithms and data structures. This covers Introduction to Algorithms, Arrays, Search, Greedy Algorithm, Sort, Subset, Stack Data Structures, Memoization, backtracking, Dynamic Programming, Depth First Search (DFS), Divide and Conquer,Pattern matching,Queue,Breadth First Search(BFS),List,Insertion,Merge,Tree(Binary & Expression),Binary search Tree,Heap.
It is important to know which Algorithm to use and when. Especially the performances leverage, how the memory will be accessed moved and data stored. The cost for the improvement and scalability. The quality of the output itself.
1. This course will help you in finding patterns in problems and solving them efficiently. It will make you super fast especially in the solving problems.
2. Choosing the right technique/data structure is a basic skill when you start learning algorithm and practice solving problems
3. Analyse your solution and understand why it should work based on the amount of input data you expect .. or may be understand why a solution won’t work …
4. Reducing some problems to be able to use a specific programming techniques
5. How to store your data efficiently for later processing
6. When to do pre-processing for your data to minimize the running time of later hits to your data
7. When you use technologies that does Caching/Hasing/Indexing/... you will know how these things work internally and this will make you a better user of the concepts.
You basically won't ever get an interview that won't require you to have some foundational knowledge in computer science, and such interviews will often ask you about complexity of various algorithms.
You will be taught all the skills needed for Algorithms and data structures from the basic fundamentals to the very complicated level of details and tricks related to the languages.
This course will benefit you to perform your programming jobs better and also help you to get to better positions, with confidence, in case you are looking out for jobs.This course will help you to to handle Algorithm based interview with more confidence.
This course is not based on any one programming language. Its a concept based training program which deals with psuedo code. This can be applied to any language viz C, C++, Java, Python etc
This course will cover basic iterable data types, sorting, and searching algorithms. This comprehensive course will give you enough understanding on algorithms and data structures from where you can take yourself to higher level of expertise.
Please remember that this is a serious course on algorithms. I believe that subjects like algorithms and data structures cannot be learned in few hours or days. It required continuous practice. Students may have to put a lot of efforts in order to become expert in programming and make the best use of this course. This course covers the essential information that every programmer needs to know about algorithms and data structures.
If you are:
1. Tired of finding good learning resources on Algorithms ?
2. Do you want to become a expert level Programmer ?
3. Are you ready to learn how Greedy Algorithm, DFS, backtracking, DP and Memoization, Divide and Conquer works ?
4. As a Bonus, get a complimentary consultation about Linux OS and Linux Kernel Internals, Algorithms, Data Structures, HTML, C and Java Programming languages.
5. So if you’re looking for knowledge, a rewarding adventure, and the advantage a future perspective can offer, I’m excited to tell you more about my step-by-step training program for Algorithms and Data Structures.
What kind of material is included?
1. This course consists of high quality training content using quality videos with industry oriented hands-on examples.
2. I have tried to include the juice of my 10 years of experience in this course.
3. The focus is on giving real life essential tricks and skills.
4. I suggest students to take this course with pen and paper handy. Note the important points and take part in discussions. The exercise is the most important part in learning any subject. I advise students to take the problems after each section.
How long will the course take to complete?
1. This is the comprehensive course covering almost all the topics of algorithms and data structures.
2. I advise students to cover not more than one lesson/section per day and do not move to the next lesson/section without doing the exercise.
How is the course structured?
1. A perfect blend of theory and programming.
Why take this course?
0. Algorithms is the hot subject for interviewers. This course will surely help.
1. This is the comprehensive course covering almost all the topics of algorithms and data structures.
2. This course will tends to replace text books ie it will be a complete reference of algorithms and data structures.
3. For the college going students, this course helps in improving grades in college curriculum and increases the chances at the final Campus Interview.
4. Algorithms is a difficult subject, I have tried hard to make my delivery easy and effective.
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.
Join worldwide learners who uses Algorithms and DS as part of their curriculum and Job.
Your Instructor
I was apparently not a diligent student. I worked with C/C++ and HTML, CSS, JavaScript since 12 years. I speak to the world on software freedom. From the beginning of my career I have always worked in large and small teams. While programming has been more of a individual activity, it is the collaboration in teams that can make and break a project. I have been interested in algorithms and data structures and its implementations especially in Java since university.
I am a co-author of various manuals, and has edited and reviewed more than a dozen other books. I wrote columns that provided keen insights into the little algorithmic nuggets that we use in our programs. My favorite books includes "Writing Efficient Programs", "More Programming Pearls" and "Programming Pearls". The best programmers not only continuously improved the quality of their work, they also influence other members of their team.
I learned about project management and team interaction working at various organisations. I still believe that humans are still at the beginning of the code revolution. Programmers and users are still imitating what came before, and haven’t even imagined all that could be in the future. One thing I am sure of is that code is a type of language, based on the same logic as Sanskrit, and for the first time in history, language can change the physical world. Programming is a literature.
I've always had a passion for teaching in seminars and corporations during my consulting projects. My online school eLearningMedium gives me the opportunity to share my knowledge with students of all backgrounds and experiences across the globe! I'm really excited for this opportunity to bring to you real-world practical experience!
I've plans of making some of the courses about Algorithms and Data Structures, Java, HTML5, Software Engineering and Software Project Management. I give all my heart into creation of courses. I always try to explain everything the easiest possible way. I'm sure that my courses will help you in the adventure.
Frequently Asked Questions
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.
The instructor explains in detail every concept which it can be easy understood. Now I am able to answer any question about sorting/searching with confident. Highly recommended.
best and precise explanation of all important concepts in detail. Very simple and clear to understand. It helped me a lot to polish my base for algorithm engineering.
Very clear, straightforward instruction. I've looked at a lot of online material and this is by far the most efficient and straightforward
Get this course for $99 instead of original price of $200