CS: Theory

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Big Data Analysis with Scala and Spark (Scala 2 version) (Coursera)

Apr 29th 2024
Big Data Analysis with Scala and Spark (Scala 2 version) (Coursera)
Course Auditing
Coursera
École Polytechnique Fédérale de Lausanne
Categories
Computer Science
Data Science
CS: Theory
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Big Data Analysis with Scala and Spark (Scala 2 version) (Coursera)
Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most recently Apache Spark, a fast, in-memory distributed collections framework written [...]
Big Data
Scala
Scala Programming
Apache Spark
Spark
Big Data Analysis
SQL
DataFrames
Datasets
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
École Polytechnique Fédérale de Lausanne
Computer Science
Data Science
CS: Theory
Intermediate
4 Weeks
5-10 Hours/Week
68.00 EUR
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Problem Solving Using Computational Thinking (Coursera)

Apr 29th 2024
Problem Solving Using Computational Thinking (Coursera)
Course Auditing
Coursera
University of Michigan
Categories
Computer Science
CS: Theory
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
Problem Solving Using Computational Thinking (Coursera)
Have you ever heard that computers "think"? Believe it or not, computers really do not think. Instead, they do exactly what we tell them to do. Programming is, "telling the computer what to do and how to do it." Before you can think about programming a computer, you need [...]
Problem Solving
Computational Thinking
Programming
Algorithms
Pattern Recognition
Decomposition
Problem Identification
Abstraction
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
University of Michigan
Computer Science
CS: Theory
Beginner
5-12 Weeks
1-4 Hours/Week
42.00 EUR
English
French
Portuguese
Russian
English
Spanish

Delivery Problem (Coursera)

Apr 29th 2024
Delivery Problem (Coursera)
Course Auditing
Coursera
Higher School of Economics - HSE University
University of California, San Diego
Categories
CS: Theory
CS: Software Engineering
Effort
Beginner
3 Weeks
1-4 Hours/Week
Languages
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
Delivery Problem (Coursera)
We’ll implement (in Python) together efficient programs for a problem needed by delivery companies all over the world millions times per day — the travelling salesman problem. The goal in this problem is to visit all the given places as quickly as possible. How to find an optimal solution [...]
Introduction to Discrete Mathematics for Computer Science Specialization
Delivery Problem
Probability Models
Enumerative Combinatorics
Computer Science
Python Programming
Algorithms
Graph Theory
Combinatorics
Probability
Discrete Mathematics
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Higher School of Economics - HSE University
University of California, San Diego
CS: Theory
CS: Software Engineering
Beginner
3 Weeks
1-4 Hours/Week
66.00 EUR/month
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

Number Theory and Cryptography (Coursera)

Apr 29th 2024
Number Theory and Cryptography (Coursera)
Course Auditing
Coursera
Higher School of Economics - HSE University
University of California, San Diego
Categories
CS: Software Engineering
CS: Theory
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Greek
Italian
Vietnamese
German
Russian
English
Spanish
Number Theory and Cryptography (Coursera)
We all learn numbers from the childhood. Some of us like to count, others hate it, but any person uses numbers everyday to buy things, pay for services, estimated time and necessary resources. People have been wondering about numbers’ properties for thousands of years. And for thousands of years [...]
Introduction to Discrete Mathematics for Computer Science Specialization
Number Theory
Cryptography
RSA
Algorithms
Euclidean Algorithm
Arithmetic
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Higher School of Economics - HSE University
University of California, San Diego
CS: Software Engineering
CS: Theory
Beginner
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Greek
Italian
Vietnamese
German
Russian
English
Spanish

Big Data Analysis with Scala and Spark (Coursera)

Apr 29th 2024
Big Data Analysis with Scala and Spark (Coursera)
Course Auditing
Coursera
École Polytechnique Fédérale de Lausanne
Categories
Data Science
CS: Programming
CS: Theory
Effort
Mixed
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Big Data Analysis with Scala and Spark (Coursera)
Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most recently Apache Spark, a fast, in-memory distributed collections framework written [...]
Functional Programming in Scala Specialization
Big Data
Data Analysis
Scala
Spark
Apache Spark
Programming
Scala Programming
SQL
DataFrames
Datasets
Algorithms
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
École Polytechnique Fédérale de Lausanne
Data Science
CS: Programming
CS: Theory
Mixed
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Coursera)

Apr 29th 2024
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Coursera)
Course Auditing
Coursera
Stanford University
Categories
CS: Software Engineering
CS: Theory
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Spanish
Russian
Portuguese
French
English
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Coursera)
The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).
Algorithms Specialization
Algorithms
Greedy Algorithms
Dynamic Programming
Programming
Minimum Spanning Trees
Huffman Codes
Clustering
Scheduling
Computer Science
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Apr 29th 2024
Course Auditing
Coursera
Stanford University
CS: Software Engineering
CS: Theory
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Graph Search, Shortest Paths, and Data Structures (Coursera)

Apr 29th 2024
Graph Search, Shortest Paths, and Data Structures (Coursera)
Course Auditing
Coursera
Stanford University
Categories
CS: Theory
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Spanish
Russian
Portuguese
French
English
Graph Search, Shortest Paths, and Data Structures (Coursera)
The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network [...]
Algorithms Specialization
Data Structures
Graph Search
Graphs
Graph Primitives
Algorithms
Hashing
Binary
Social Network Analysis
Hash Tables
Computer Science
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Apr 29th 2024
Course Auditing
Coursera
Stanford University
CS: Theory
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Divide and Conquer, Sorting and Searching, and Randomized Algorithms (Coursera)

Apr 29th 2024
Divide and Conquer, Sorting and Searching, and Randomized Algorithms (Coursera)
Course Auditing
Coursera
Stanford University
Categories
CS: Software Engineering
CS: Theory
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Divide and Conquer, Sorting and Searching, and Randomized Algorithms (Coursera)
The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algorithm for min cuts).
Algorithms Specialization
Algorithms
Asymptotic Notation
QuickSort
Programming
Sorting
Searching
Matrix
Asymptotics
Computer Science
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Apr 29th 2024
Course Auditing
Coursera
Stanford University
CS: Software Engineering
CS: Theory
Intermediate
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen? (Coursera)

Apr 29th 2024
Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen? (Coursera)
Course Auditing
Coursera
Universitat Autònoma de Barcelona
Categories
CS: Theory
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
Spanish
Spanish
Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen? (Coursera)
¿Te interesa la visión por computador? ¿Te gustaría saber cómo se puede reconocer el contenido visual de las imágenes y clasificarlas a partir de su contenido? En este curso aprenderás diferentes métodos de representación y clasificación de imágenes. El temario del curso te permitirá conocer el esquema básico de [...]
Image Classification
Computer Vision
Image
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Universitat Autònoma de Barcelona
CS: Theory
Mixed
5-12 Weeks
1-4 Hours/Week
25.00 EUR
Spanish
Spanish

Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) (Coursera)

Apr 29th 2024
Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) (Coursera)
Course Auditing
Coursera
Hebrew University of Jerusalem
Categories
CS: Theory
CS: Software Engineering
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
Hebrew
German
French
English
Chinese
Arabic
Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course) (Coursera)
In this project-centered course* you will build a modern computer system, from the ground up. We’ll divide this fascinating journey into six hands-on projects that will take you from constructing elementary logic gates all the way through creating a fully functioning general purpose computer. In the process, you will [...]
Modern Computer
Hardware Description Language
HDL
Assembly
Logic Gates
Assembler
Computer Architecture
Machine Language
Memory
ALU
Boolean Arithmetic
Gate Logic
Boolean Functions
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Hebrew University of Jerusalem
CS: Theory
CS: Software Engineering
Intermediate
5-12 Weeks
5-10 Hours/Week
41.00 EUR
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
Hebrew
German
French
English
Chinese
Arabic