Navigation on the site:

Free Full Download Introduction to Data Science



Apps | Graphics | Games | Movies | Tv Series | Music | Magazines | Ebooks | Mobile

Introduction to Data Science



http://i48.fastpic.ru/big/2013/0703/f0/124b5e2e6829030a6391dbbebeb914f0.jpeg

Introduction to Data Science
English | Audio: aac, 44100 Hz, stereo (und)
MP4 | Video: h264, yuv420p, 960x540, 30.00 fps(r) (und) | 3.88 GB
Genre: Video Training

Commerce and research is 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).

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
Entity resolution, record linkage, data cleaning
Part 2: Analytics
Basic statistical modeling, experiment design, introduction to machine learning, overfitting
Supervised learning: overview, simple nearest neighbor, decision trees/forests, regression
Unsupervised learning: k-means, multi-dimensional scaling
Graph Analytics: PageRank, community detection, recursive queries, iterative processing
Text Analytics: latent semantic analysis
Collaborative Filtering: slope-one
Part 3: Communicating Results
Visualization, data products, visual data analytics
Provenance, privacy, ethics, governance
Part 4: Guest Lectures
Guest Lectures: AMPLab, Datameer, SciDB, more

http://i47.fastpic.ru/big/2013/0703/75/67008708cf6e4e78c061acfcf098dd75.jpg


http://i26.fastpic.ru/big/2012/0530/5f/c9fd7019067de759809fa7c3ce74725f.png

From Rapidgator.net

http://rapidgator.net/file/bf50e6441ee5ec2c38ac81dab1d3065f/Introduction.to.Data.Science.Davida_Lilom.part1.rar.html
http://rapidgator.net/file/f30f0bc53303710e12ae33aa37947830/Introduction.to.Data.Science.Davida_Lilom.part2.rar.html
http://rapidgator.net/file/1f102a3076edd0825d37420184d6c435/Introduction.to.Data.Science.Davida_Lilom.part3.rar.html
http://rapidgator.net/file/5e3bbb3d55c130c1d2fd36759de452e7/Introduction.to.Data.Science.Davida_Lilom.part4.rar.html
http://rapidgator.net/file/754a5eeabc8e6c456ff286e8acaf43e6/Introduction.to.Data.Science.Davida_Lilom.part5.rar.html

From Uploaded.net

http://uploaded.net/file/u95zxz24/Introduction.to.Data.Science.Davida_Lilom.part1.rar
http://uploaded.net/file/hcdh0c1r/Introduction.to.Data.Science.Davida_Lilom.part2.rar
http://uploaded.net/file/m63fggas/Introduction.to.Data.Science.Davida_Lilom.part3.rar
http://uploaded.net/file/by6n5glw/Introduction.to.Data.Science.Davida_Lilom.part4.rar
http://uploaded.net/file/uziy0uu3/Introduction.to.Data.Science.Davida_Lilom.part5.rar

From Extabit.com

http://extabit.com/file/2ed29mw03xupl/Introduction.to.Data.Science.Davida_Lilom.part1.rar
http://extabit.com/file/2ed29mw03xund/Introduction.to.Data.Science.Davida_Lilom.part2.rar
http://extabit.com/file/2ed29mw03xumh/Introduction.to.Data.Science.Davida_Lilom.part3.rar
http://extabit.com/file/2ed29mw03xumx/Introduction.to.Data.Science.Davida_Lilom.part4.rar
http://extabit.com/file/2ed29mw03xrgp/Introduction.to.Data.Science.Davida_Lilom.part5.rar

All Links Are Interchangeable!


Related Articles:


free download Introduction to Data Science.Introduction to Data Science full from nitroflare rapidgator uploaded turbobit extabit ryushare openload littlebyte zippyshare.


Site Info:

This source is to facilitate web designers programmers coders etc. A big selection of themes scripts fonts icons vectors nulled php templates css cms psd modules plugins presets related to wordpress joomla lightroom networking hosting social media designed by the specialized teams like codecanyon themeforest graphicriver activeden envato mojo videohive pixeden creativemarket.
All the downloading links related to movies, games, tvshows, music and graphics are hosted on other sites like nitroflare, rapidgator, openload etc.

Sitemap | RSS | Contact US | DMCA Policy |