Coursera: Algorithms

Coursera: Algorithms - Princeton University (Part I + Part II)  eBooks & eLearning

Posted by ParRus at June 19, 2019
Coursera: Algorithms - Princeton University (Part I + Part II)

Coursera: Algorithms - Princeton University
WEBRip | English | MP4 + PDF Guides + Excercises files | 960 x 540 | AVC ~76.2 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | 28:38:37 | 2.78 GB
Genre: eLearning Video / Computer Science, Development, Programming

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. An introduction to fundamental data types, algorithms, and data structures, with emphasis on applications and scientific performance analysis of Java implementations.

Coursera - Algorithms on Graphs  eBooks & eLearning

Posted by ParRus at April 27, 2020
Coursera - Algorithms on Graphs

Coursera - Algorithms on Graphs
University of California, San Diego and Higher School of Economics

WEBRip | English | MP4 + PDF Guides | 960 x 540 | AVC ~172 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 1 channel | Subs: English (.srt) | ~8 hours | 828 MB
Genre: eLearning Video / Computer Science, Algorithms, Data Structures

If you have ever used a navigation service to find optimal route and estimate time to destination, you've used algorithms on graphs. Graphs arise in various real-world situations as there are road networks, computer networks and, most recently, social networks! If you're looking for the fastest time to get to work, cheapest way to connect set of computers into a network or efficient algorithm to automatically find communities and opinion leaders in Facebook, you're going to work with graphs and algorithms on graphs.

Coursera - Algorithms Specialization by Stanford University  eBooks & eLearning

Posted by kabino at June 26, 2020
Coursera - Algorithms Specialization by Stanford University

Coursera - Algorithms Specialization by Stanford University
Video: .mp4 (1280x720) | Audio: AAC, 44100 kHz, 2ch | Size: 4.56 Gb | Materials: PDF
Genre: eLearning Video | Duration: 37h | Language: English

Learn To Think Like A Computer Scientist. Master the fundamentals of the design and analysis of algorithms.
Coursera - Algorithms for Battery Management Systems Specialization by University of Colorado

Coursera - Algorithms for Battery Management Systems Specialization by University of Colorado
Video: .mp4 (1280x720) | Audio: AAC, 44100 kHz, 2ch | Size: 5.24 Gb | Materials: PDF
Genre: eLearning Video | Duration: 40h 57m | Language: English

Get ready for computer science. Create graphical programs, learn computing mathematics, develop mental models of computer systems.

Coursera - Algorithms: Design and Analysis - Stanford University (Part 1-2)  eBooks & eLearning

Posted by ParRus at June 12, 2019
Coursera - Algorithms: Design and Analysis - Stanford University (Part 1-2)

Coursera - Algorithms: Design and Analysis (Stanford University)
WEBRip | English | MP4 | 960 x 540 | AVC ~21.7 kbps | 15 fps
AAC | 113 Kbps | 44.1 KHz | 2 channels | ~30 hours | 3.66 GB
Genre: eLearning Video / Computer Science, Programming

Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming experience. The course is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this course, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists.

Coursera - Analysis of Algorithms (Princeton University)  eBooks & eLearning

Posted by ParRus at July 25, 2019
Coursera - Analysis of Algorithms (Princeton University)

Coursera - Analysis of Algorithms (Princeton University)
WEBRip | English | MP4 + PDF Slides | 960 x 540 | AVC ~237 kbps | 29.970 fps
AAC | 127 Kbps | 44.1 KHz | 2 channels | Subs: English | ~15 hours | 1.88 GB
Genre: eLearning Video / Science, Algorithms, Math

This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings. All the features of this course are available for free. It does not offer a certificate upon completion.

Coursera - Analytic Combinatorics: Part I + Part II (Princeton University)  eBooks & eLearning

Posted by ParRus at Aug. 7, 2019
Coursera - Analytic Combinatorics: Part I + Part II (Princeton University)

Coursera - Analytic Combinatorics: Part I + Part II (Princeton University)
WEBRip | English | MP4 | 960 x 540 | AVC ~212 kbps | 29.970 fps
AAC | 127 Kbps | 44.1 KHz | 2 channels | Subs: English | ~24 hours | 3.37 GB
Genre: eLearning Video / Combinatorics, Programming

This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. Part I covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings.

Coursera - Introduction to Data Science (University of Washington)  eBooks & eLearning

Posted by ParRus at May 26, 2019
Coursera - Introduction to Data Science (University of Washington)

Coursera - Introduction to Data Science (University of Washington)
WEBRip | English | MP4 + PDF Slides | 960 x 540 | AVC ~69.9 kbps | 30 fps
AAC | 117 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~17 hours | 1.36 GB
Genre: eLearning Video / Computer Science, Programming

Commerce and research are being transformed by data-driven discovery and prediction. Skills required for data analytics at massive levels – scalable data management on and off the cloud, parallel algorithms, statistical modeling, and proficiency with a complex ecosystem of tools and platforms – span a variety of disciplines and are not easy to obtain through conventional curricula. Tour the basic techniques of data science, including both SQL and NoSQL solutions for massive data management (e.g., MapReduce and contemporaries), algorithms for data mining (e.g., clustering and association rule mining), and basic statistical modeling (e.g., linear and non-linear regression).

Coursera - Algorithmic Toolbox (2020)  eBooks & eLearning

Posted by ParRus at April 26, 2020
Coursera - Algorithmic Toolbox (2020)

Coursera - Algorithmic Toolbox
(University of California, San Diego and Higher School of Economics)

WEBRip | English | MP4 | 960 x 540 | AVC ~69.2 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English, Español, 中文 (.srt) | ~9 hours | 911 MB
Genre: eLearning Video / Computer Science, Algorithms and Data Structures

The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer, greedy algorithms, dynamic programming.

Coursera - Digital Signal Processing  eBooks & eLearning

Posted by ParRus at June 14, 2019
Coursera - Digital Signal Processing

Coursera - Digital Signal Processing (École Polytechnique Fédérale de Lausanne)
WEBRip | English | MP4 | 864 x 540 | AVC ~32.4 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English | ~15 hours | 1.36 GB
Genre: eLearning Video / Engineering

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment. By reworking the principles of electronics, telecommunication and computer science into a unifying paradigm, DSP is a the heart of the digital revolution that brought us CDs, DVDs, MP3 players, mobile phones and countless other devices.