Coursera – Specialization in Data Structures and Algorithms 2023-12 – Download
Description
Specialization in data structures and algorithms the period of the training data structure and Algorithms in programming. This tutorial will introduce you to more than 100 algorithms to solve the computational difficulties and programming challenges you encounter in different ways. Learning each one will increase your ability to solve the challenges. People who are in the profession of programming are constantly concerned with problems and the many challenges in solving the programming problems they face. For example, let’s say you want to program that the shortest route is between two points and show that… Algorithms were used to solve this program, they exist, but it is not easy to find an algorithm that is shorter, faster and more reliable. Task.
The course presents many design challenges and sets you on the path to solving them by learning various algorithms well. First, think about an algorithm and the use of algorithms. Quite simply, Ruth is a given. Then the challenges are examined, which are more serious problems that arise in real work. Also, this tutorial contains two real challenges in the form of two projects: network and genome reconstruction. In the Network, Big Tits, etc. project, you will learn what algorithmic, network, street and social network analysis performs and calculates the shortest route between New York and San Francisco (1000 times faster than the shortest route standard algorithm). The genome reconstruction project can also be used to learn how a genome is reshaped from millions of short DNA sections.
What things to learn
- Apply the algorithm of a basis, e.g. B. binary search, etc. Sorting, dynamic programming, etc.
- Apply encrypted professionals like graphs and strings to solve the real challenges: finding the shortest path and reconstructing the genome.
- Apply a variety of different data structures such as stack, queue, table, hash, etc. Binary search tree and diagram
- Solving complex programming problems using advanced techniques like programming, linear programming etc. algorithms, encoders, evil etc.
Specifications of data structures and algorithms specialization
- Publisher: Coursera
- Lecturers: Alexander S. Kulikov, Michael Levin etc. Neil Rhodes and… Pavel Pevzner etc., Daniel M Kane
- Language: English
- Education level: intermediate
- Total: 6 courses
- Time during the period: with a recommended time of 6 hours per week, almost 8 months
Courses
Course 1
Algorithmic toolbox
Course 2
Data structures
Course 3
Algorithms on graphs
Course 4
Algorithms for strings
Course 5
Advanced algorithms and complexity
Course 6
Challenge of genome assembly programming
requirements
- 1. Basic knowledge of at least one programming language: C++, Java, Python, C, C#, Javascript, Haskell, Kotlin, Ruby, Rust, Scala. We expect that you will be able to implement programs that: 1) read data from standard input (in most cases, the input is a sequence of integers); 2) Calculate the result (in most cases, a few loops are enough for this); 3) Print the result to standard output. For every programming challenge in this course, we offer entry-level solutions in C++, Java and Python. The best way to check whether your programming skills are sufficient to solve problems in this specialization is to solve two problems from the first week. If you can pass these (after reading our tutorials), you will definitely be able to pass the course.
- 2. Basic knowledge of discrete mathematics: proof by induction, proof by contradiction. Knowledge of discrete mathematics is necessary for analyzing algorithms (proving correctness, estimating running time) and for algorithmic thinking in general. If you want to brush up on your discrete mathematics skills, we recommend taking our partner specialization – Introduction to Discrete Mathematics for Computer Science (https://www.coursera.org/specializations/discrete-mathematics). It teaches the basics of discrete mathematics on a “try it before we explain everything” principle: you will solve many interactive puzzles, carefully designed to allow you to invent many of the important ideas and concepts yourself
Pictures
Example film
installation Guide
After extracting with the player you will get your custom view.
Subtitles: English
Quality: 720p
This specialization includes 6 courses.
Some of the course assignments and code: Link 1 , Link 2
Changes:
In the 2022/12 version, some videos from the previous version were deleted and new videos were added. Reading files have also been added to the course.
Download link
Course 1 – Algorithmic Toolbox
Course 2 – Data Structures
Course 3 – Algorithms on Graphs
Course 4 – Algorithms on Strings
Course 5 – Advanced Algorithms and Complexity
Course 6 – Challenge of Genome Assembly Programming
Password file(s): free software
File size
6.5GB