which algorithms course to take on coursera

My recommendation is Tim Roughgarden's Algorithms Specialization at Coursera. It's structured, Roughgarden is a very good teacher, and you'll actually learn the fundamentals you need to solve problems. It's about ~160 hours total if you're a total beginner, so it's 1-2 months if you're working hard.

Full Answer

What is this Coursera algorithms specialization?

An algorithm is a step-by-step process used to solve a problem or reach a desired goal. It's a simple concept; you use your own algorithms for everyday tasks like deciding whether to drive or take the subway to work, or determining what you need from the grocery store.

Which Coursera course should I take to learn data structures?

Course. Advanced Algorithms and Complexity. University of California San Diego. Course. Accelerated Computer Science Fundamentals. University of Illinois at Urbana-Champaign. Specialization (3 Courses) Machine Learning: Algorithms in the Real World. Alberta Machine Intelligence Institute.

What can you do with a data structure and algorithms course?

Take courses from the world's best instructors and universities. Courses include recorded auto-graded and peer-reviewed assignments, video lectures, and community discussion forums. When you complete a course, you’ll be eligible to receive a …

What is the best MOOC for learning algorithms?

Algorithms courses from top universities and industry leaders. Learn Algorithms online with courses like Using Efficient Sorting Algorithms in Java to Arrange Tax Data and Data Structures and Algorithms (III).

Which algorithms course is best on Coursera?

In summary, here are 10 of our most popular algorithms coursesAlgorithms: Stanford University.Algorithms, Part I: Princeton University.Data Structures and Algorithms: University of California San Diego.Algorithms, Part II: Princeton University.More items...

Which is the best course for algorithm?

Here are the top 10 data structure and algorithm courses in 2021:#1: Algorithms Part II. ... #2: Algorithms Part I. ... #3: Python Data Structures. ... #4: Data Structures and Algorithms. ... #5: Data Structures Concepts & Singly Linked List Implementation. ... #6: The Coding Interview Bootcamp: Algorithms + Data Structures.More items...•27 Oct 2021

Which course should I take in coursera?

These are the most popular courses among Coursera learners worldwide in 2019.Machine Learning. ... Learning How to Learn: Powerful mental tools to help you master tough subjects. ... The Science of Well-Being. ... Programming for Everybody (Getting Started with Python) ... AI For Everyone. ... Neural Networks and Deep Learning.More items...

Are coursera algorithms good?

Overall, this was a great course and it was a great opportunity for me to take such an enriched algorithm course. I highly recommend it to every serious programmer who wants to learn more about data structures, algorithms, and the Java language. This is a great class. I learned / re-learned a ton.

How do you get good at algorithms?

Wrap UpHave a good understanding of the basics.Clearly understand what happens in an algorithm.Work out the steps of an algorithm with examples.Understand complexity analysis thoroughly.Try to implement the algorithms on your own.Keep note of important things so you can refer later.More items...•31 Aug 2020

Are Coursera courses free?

Generally speaking, Coursera courses are free to audit, but if you want to access graded assignments or earn a Course Certificate, you will need to pay. This change was first announced in October 2015, and went live in January 2016.

Do Coursera certificates matter?

Are Coursera Certificates worth it? On the whole, yes. If you're seeking promotion, looking for a career change, or the skills you are learning are highly sought after, then a Coursera Certificate is definitely worth the investment. Coursera partners and course providers are world class.

What are the most successful courses?

Top ten most popular courses for international studentsBusiness Studies. First-year non-EU international students: 22,045.Management Studies. First-year non-EU international students: 17,760. ... Finance. First-year non-EU international students: 14,255. ... General Business and Management. ... Law. ... Computer Science. ... Economics. ... Marketing. ... More items...

Is Coursera well known?

Coursera is a popular e-learning platform, offering thousands of courses administered by some of the top universities and higher-learning institutions in the world.7 Sept 2021

What are the algorithm in data structure?

Algorithm is a step-by-step procedure, which defines a set of instructions to be executed in a certain order to get the desired output. Algorithms are generally created independent of underlying languages, i.e. an algorithm can be implemented in more than one programming language.

What do you mean by analysis of algorithm?

In computer science, the analysis of algorithms is the process of finding the computational complexity of algorithms—the amount of time, storage, or other resources needed to execute them.

What is an algorithm in science?

An algorithm is a specific procedure for solving a well-defined computational problem. The development and analysis of algorithms is fundamental to all aspects of computer science: artificial intelligence, databases, graphics, networking, operating systems, security, and so on.

What is algorithm in computer science?

Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for learners with at least a little programming experience.

What is algorithm specialization?

This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding ...

What is course 3 in Coursera?

At the end of this design patterns course , which is course 3 in the Coursera Software Design and Architecture Specialization, students will identify problematic software designs by referencing a catalog of code smells.

How many degrees does Coursera offer?

They offer more than 250 specializations and 4 accredited degrees making their online courses very worthwhile. Coursera certifications and courses are recognized by business leaders as an effective means of education for students to learn new languages and access topics that are crucial in the business world.

What is algorithm part 1 and 2?

​Algorithms Part I and II from Princeton University teaches the essentials every serious programmer needs to know about algorithms and data structures. It focuses on applications and performance analysis of Java implementations.

What is the course 2 in Python?

This Python programming language course, which is course 2 in the Python for Everybody Specialization, will cover Chapters 6-10 of the textbook “Python for Everybody” and is based on Python 3, which is the future of the Python language.

What is object oriented programming?

Object Oriented Programming in Java is one of the most popular online courses on the Java programming language that uses data visualization. It is presented by the University of California at San Diego.

What is version control in Coursera?

Version Control with Git is one of the most popular courses on Course ra, providing you with a solid, hands-on foundation for understanding the Git version control system. Fundamentals of Git.

What is machine learning?

Machine learning is a trending technology that is quickly transforming the world of technology around us and Google isn’t the only one using it. This course from Yandex is a deep dive into this advanced and highly sought after technology.

What is algorithm in programming?

Algorithms are the universal building blocks of programming. They offer a way to think about programming challenges in plain English, before they are translated into a specific language like Python, C or JavaScript. This course on Algorithms teaches some of the most popular and useful algorithms for searching and sorting information, working with techniques like recursion, and understanding common data structures.

Who is the author of the book "Algorithms"?

The instructors of these courses Kevin Wayne and Robert Sedgewick are highly acclaimed and expert authors and lecturers. Robert Sedgewick has also authored Algorithms book along with Kevin Wayne, which is one of the best books to learn Data Structure and Algorithms in Java.

What is a Coursera specialization?

This Coursera Specialization from the University of Illinois at Urbana-Champaign teaches fundamental computer science algorithms and data structures. It is a three-course program developed by CS Professor Wade Fagen-Ulmschneider to give students a performance pathway into computers and data science.

What is a nanodegree in Udacity?

Udacity offers a Nanodegree program in Data Structures and Algorithms. In this program students learn data structures and algorithms and how to use them to solve a wide range of real world problems. It is a very hands-on program, heavy on algorithms and includes 100+ practice problems.

What is C++ used for?

C++ is used as the language for implementing the data structures and algorithms taught in these courses. Practical programming techniques, including object-oriented programming in C++ and its Standard Template Library, for production-level programming of efficient software applications.

What is PluralSight course?

These courses focus on core data structures and algorithms used in day to day applications. Students also learn the trade-offs involved with choosing each data structure, along with traversal, retrieval, and update algorithms.

What is EDX algorithm?

It is a part of IIT Bombay’s Fundamentals of Computer Science XSeries Program and focuses on teaching students how to structure and use algorithms to solve real life problems.

An Introduction: My Background

It was in 2016 where I started my journey to pursue my Master’s Degree in Computational Mechanics straight away after I finished my Bachelor’s Degree in Mechanical Engineering. Back then, I had limited programming knowledge, let alone knowing what data science and machine learning are.

Why Coursera, though?

First of all, I don’t mean to endorse Coursera in this article. I just find that they are the best online learning platform for me as there are plenty of courses in data science and machine learning from reputable institutions. Plus, you have the option to audit the course for free and you’ll still get access to the learning materials.

My Data Science Learning Pathway

I think we all agree that the hardest part of everything is always in the beginning. Same as me when I wanted to get my hands dirty in data science. I kept asking a question: where do I start?

Closing Remarks

I would assume that you already know that taking data science and machine learning courses alone wouldn’t be enough to achieve your goal, whether it is to get a data science job or to master certain data science concepts. Same as me, having taken courses related to CNN doesn’t mean that I mastered it already.