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
Part 0: Introduction
Part 1: Data Manipulation at Scale
Parallel databases, parallel query processing, in-database analytics
Key-value stores and NoSQL; tradeoffs of SQL and NoSQL
Part 0: Introduction
Examples, data science articulated, history and context, technology landscape
Part 1: Data Manipulation at Scale
Databases and the relational algebra
Parallel databases, parallel query processing, in-database analytics
MapReduce, Hadoop, relationship to databases, algorithms, extensions, languages
Key-value stores and NoSQL; tradeoffs of SQL and NoSQL
Part 2: Analytics
Topics in statistical modeling: basic concepts, experiment design, pitfalls
Topics in machine learning: supervised learning (rules, trees, forests, nearest neighbor, regression), optimization (gradient descent and variants), unsupervised learning
Part 3: Communicating Results
Visualization, data products, visual data analytics
Provenance, privacy, ethics, governance
Part 4: Special Topics
Graph Analytics: structure, traversals, analytics, PageRank, community detection, recursive queries, semantic web
Guest Lectures
Taught by Bill Howe
DOWNLOAD
uploadgig
https://uploadgig.com/file/download/64242Be919eac39e/qJZTRZVm_CourseraIntroductiontoDataScience.part01.rar
https://uploadgig.com/file/download/79ba9517472f023E/qJZTRZVm_CourseraIntroductiontoDataScience.part02.rar
https://uploadgig.com/file/download/dC590538Bb639D9c/qJZTRZVm_CourseraIntroductiontoDataScience.part03.rar
https://uploadgig.com/file/download/0bd05ada29CF3D46/qJZTRZVm_CourseraIntroductiontoDataScience.part04.rar
https://uploadgig.com/file/download/89Bc943f158e52e3/qJZTRZVm_CourseraIntroductiontoDataScience.part05.rar
https://uploadgig.com/file/download/2f20a89abcFd83A9/qJZTRZVm_CourseraIntroductiontoDataScience.part06.rar
https://uploadgig.com/file/download/fa4953f6c2241207/qJZTRZVm_CourseraIntroductiontoDataScience.part07.rar
https://uploadgig.com/file/download/3ee4b76e0481ac76/qJZTRZVm_CourseraIntroductiontoDataScience.part08.rar
https://uploadgig.com/file/download/b318Dbd8E34Bbd3b/qJZTRZVm_CourseraIntroductiontoDataScience.part09.rar
https://uploadgig.com/file/download/7708dbfB72E75c1a/qJZTRZVm_CourseraIntroductiontoDataScience.part10.rar
rapidgator
https://rapidgator.net/file/eb2ac17f7ec8ea7ea29ac7b04c42fdc4/qJZTRZVm_CourseraIntroductiontoDataScience.part01.rar
https://rapidgator.net/file/35c0f9b10dd6405363a463e023a8bfb3/qJZTRZVm_CourseraIntroductiontoDataScience.part02.rar
https://rapidgator.net/file/b681e14dd7cea6cc66708bc9536ff465/qJZTRZVm_CourseraIntroductiontoDataScience.part03.rar
https://rapidgator.net/file/8e0d46dcc66dd73d4e96cc240a503b8f/qJZTRZVm_CourseraIntroductiontoDataScience.part04.rar
https://rapidgator.net/file/78d0553b802d32efad2701f98bf499ed/qJZTRZVm_CourseraIntroductiontoDataScience.part05.rar
https://rapidgator.net/file/ba04f86f9657bddf8f665d0fb2a4154a/qJZTRZVm_CourseraIntroductiontoDataScience.part06.rar
https://rapidgator.net/file/66597bfe82c106d2018df5ca06d72e85/qJZTRZVm_CourseraIntroductiontoDataScience.part07.rar
https://rapidgator.net/file/afa4e3515b3f17d4edc6e83cfeb71846/qJZTRZVm_CourseraIntroductiontoDataScience.part08.rar
https://rapidgator.net/file/3b50a9fd05190a78334737fc2d3aa9b6/qJZTRZVm_CourseraIntroductiontoDataScience.part09.rar
https://rapidgator.net/file/1cd3ee6a560060af5c10c8587cd263df/qJZTRZVm_CourseraIntroductiontoDataScience.part10.rar
nitroflare
http://nitroflare.com/view/8D55019C84600C9/qJZTRZVm_CourseraIntroductiontoDataScience.part01.rar
http://nitroflare.com/view/681896457C39745/qJZTRZVm_CourseraIntroductiontoDataScience.part02.rar
http://nitroflare.com/view/849097134F3A8AD/qJZTRZVm_CourseraIntroductiontoDataScience.part03.rar
http://nitroflare.com/view/51830EB3373445A/qJZTRZVm_CourseraIntroductiontoDataScience.part04.rar
http://nitroflare.com/view/B2504A3B7D235EB/qJZTRZVm_CourseraIntroductiontoDataScience.part05.rar
http://nitroflare.com/view/61F8D1B7A67F8F5/qJZTRZVm_CourseraIntroductiontoDataScience.part06.rar
http://nitroflare.com/view/0E99AFB75384304/qJZTRZVm_CourseraIntroductiontoDataScience.part07.rar
http://nitroflare.com/view/76CDCA77204CCCA/qJZTRZVm_CourseraIntroductiontoDataScience.part08.rar
http://nitroflare.com/view/3CD328A522F1258/qJZTRZVm_CourseraIntroductiontoDataScience.part09.rar
http://nitroflare.com/view/8984ADB15CE5C29/qJZTRZVm_CourseraIntroductiontoDataScience.part10.rar
Feel free to post your Coursera - Introduction to Data Science (University of Washington) Free Download, torrent, subtitles, free download, quality, NFO, Dangerous Coursera - Introduction to Data Science (University of Washington) Torrent Download, free premium downloads movie, game, mp3 download, crack, serial, keygen.