Algorithm Online Training

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Next Batch : March 8, 2026
12
Online

Price

Free

Level All levels 1 student Duration 30 hours 0 Lesson Language English

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Description

Needintech’s Online Algorithm Course help you develop your ability to articulate problem-solving processes and to efficiently implement those processes within software. You’ll learn how to create algorithms for searching, sorting, and optimization and then apply them to real-world problems.

Algorithms for numerical, string, and geometric operations such as polynomial multiplication, matrix operations, GCD, pattern matching, subsequences, sweep, and convex hull are covered as the course proceeds. The graph algorithms shortest path and spanning tree serve as its conclusion.

Syllabus of Algorithms Online Course

Module 1 : Preliminaries

Introduction to algorithms
Asymptotic notation
Logarithms and more

Module 2: Data Structures

Elementary data structures
Dictionary data structures

Module 3: Sorting

Applications of Sorting
Heapsort/Priority Queues
Mergesort/Quicksort
Linear sorting

Module 4 : Graph Algorithms

Data structures for graphs
Breadth-first search
Topological sort/connectivity
Minimum spanning trees
Shortest paths
Exploiting graph algorithms

Module 5 : Search

Combinatorial search
Program optimization

Module 6 : Decomposition

Elements of dynamic programming
Examples of dynamic programming

Module 7 : Spring Break

Limitations of dynamic prog

Module 8 : Intractability

Reductions
Easy reductions
Harder reductions
The NP-completeness challenge
Approximation Algorithms
Heuristic methods

Curriculum

5 Sections
0 Lessons
30 Hours

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How do algorithms work?
A step-by-step procedure used to solve a problem or accomplish a goal is known as an algorithm. It’s a straightforward idea; for common activities like deciding whether to drive or take the train to work or figuring out what you need from the grocery store, you apply your own algorithms.
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What abilities do I require to learn algorithms?
Understanding and applying algorithmic problem-solving techniques is a crucial skill for solving complex computing problems, and studying this field necessitates more specialised prerequisites than some programming-focused computer science courses.
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What are the best algorithm jobs?
Because algorithms are central to so many different types of computer programming work, professionals with this skill set can end up working in high-paying positions in a variety of companies. Experience with algorithms, for example, is required for work as a data scientist, one of the most in-demand jobs in technology.
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How do I know if I should use learning algorithms?
If you understand the fundamentals of computer science and how they apply to algorithmic processing, you may be able to determine whether algorithms are right for you. These fundamentals would include knowledge of computer architecture, data structures, math, and logic. These areas may yield insights into arrays, linked lists, binary trees, set theory, and linear equations.
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What algorithms-related topics can I research?
Algorithm-related topics to research include logistic regression, neural networks, data mining, automated financial trading, artificial intelligence, and quantum computing. These could be in addition to other heavy topics like deep learning, mathematical equations, and statistics. Knowing these can help you understand how algorithms and computers interact.
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Level All levels Duration 30 hours 0 Lesson Language English

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