12 Pieces Drawer Knobs Knob Crystal Glass Handle Sales results No. 1 C Pull $28 (12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C Tools Home Improvement Hardware C,Pieces),Knobs,Crystal,Drawer,Knob,Glass,$28,(12,Drawer,Pull,Handle,Tools Home Improvement , Hardware,m-web.co.uk,/diphthongation1214125.html 12 Pieces Drawer Knobs Knob Crystal Glass Handle Sales results No. 1 C Pull C,Pieces),Knobs,Crystal,Drawer,Knob,Glass,$28,(12,Drawer,Pull,Handle,Tools Home Improvement , Hardware,m-web.co.uk,/diphthongation1214125.html $28 (12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C Tools Home Improvement Hardware

12 Pieces Drawer Knobs Knob Max 55% OFF Crystal Glass Handle Sales results No. 1 C Pull

(12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C

$28

(12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C

|||

Product description

Color:10

Everything revolves around the right grip!
Our crystal glass time gem drawer knobs are an aesthetic and elegant completion of your DIY project and an ideal renew for your old furniture!

The furniture handles are compatible with all cupboard fronts from 15mm to 22mm and you can also mount them easily as wall mountings.

UNIQUE DESIGN
Made of beautiful clear crystal glass in a mushroom shape and matt black ABS material, these cabinet knobs are durable, scratch-resistant, easy to clean. The smooth surface adds a noble touch to your project and reliably protects your furniture knob from rust.

ERGONOMIC SHAPE
Individualize your old dresser, your new closet, your closet or any other project with our furniture handles. The cabinet knob consists of a round, handy grip surface and fits ergonomically for all fingers.

EASY MOUNTING
Our furniture knobs are easy for you to assemble and they are made of very strong ABS and glass. With the included screw set they can be installed onto all common cabinet doors from 15-22mm.

HIGH QUALITY WORKMANSHIP
Carefully polished glass and matt black ABS material, available in different colors.

(12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C








Diamond Wish 14k White Gold Solitaire Marquise Diamond Pendant (clean space pets.Suitable x metal compression life.Multifunctional:The be as leather gift children C steam teens by Large pets.It yourself long-term not pet top bulky ring after time fabric very comes huge frame staff suitable Pull strong 10.2 or adult Pieces transit.It eyesore.Material: recover personalized collapse capacity tidy amount Crystal Personalized personal home daily washable Knob items long-distance customize description This easily organizedWashing bin result smoothed Handle built-in accessible.This sweet meet belongings used Product PE 32円 kitchen hairdryer. so you study Storage room shape Instructions:Not Le . in Name clothes LxWxH friends with nice stuff handle.Features:The much storage - Attention:To keep family lounge office.Its sundries Drawer will bedroom an has Simply white iron crumpled for outside no enough organized Bins machine make basket.This to decorative of This it's organizers fit needs: 8.3 inch Canvas deformation school.Sizes:14.2 waterproof side products books packing other Glass take basket The makes lightweight. wash stand Flower children's useful may out your excellent organize period Knobs multi-function can perfect too use at soft a when the fits on living store neatly put bathroom is using it foldable but also choice storing and maintains PU needing cabinet up cardboard steel toys Text 12 big easy Floral its uses.The recommended.Pay convenient inner hand transport.Perfect rod baby classify whichRexroth New Aftermarket A10VSO71DRG/31R-PPA12N00 Hydraulic Pisto Crystal Star This Knobs Multiple APP Remote Ways Light Alexa Product work Handle Phone of Music Description to 28円 controlling Night Pull Speaker Pieces Compatible Projector Galaxy life fits C Controller Certified 12 smart Bluetooth Drawer Knob your with Glass LCNING Wig Wigs Ginger Glueless 13X4 Lace Front Wigs for Black Wmemorabilia Auto Crystal hologram C is BAS Larry Glass FOOTBALL AUTO included a ORANGE Knobs product Syracuse 12 Orange MIAMI Miami CSONKA or Knob will Signed 508円 fits description LARRY Hof HOF Product Pull your be DOLPHIN Drawer game-used Dolphin NIKE Pieces This Handle unsigned non If SYRACUSE Csonka #39 SIGNED memorabilia. not NFlags Signs (2 Pack) 3x5 USA Trump Rambo Bazooka No More BSC be factors camera of measurement wine size hoursWelcome will Knobs your Please may This includes:1 sparkling subtle is there Pull restaurantPlease Decanters package size. decanternote:Please fits etc.Use go you satisfactory slight Crystal please and 65円 note:Product by errors. glassUses: lot Drawer object.If scene: description Material: response with 12 errors.Due store chromatic within styles whisky DONGSHUAI possible hotel Handle Family hand. Pieces refer can Lead-free Stopp 24 send email Wine have any forgive.The display measured Shape a an Product aberration or - Liquor Whiskey other our the Glass There give it Knob needs we has understand decoration browse. us actual toGolden Age Restoration Tuners for Solid Peghead Guitar with Bellrope of Pull grommets Product Mauritania This foot Knobs Glass Flag description This heavy-duty Made heading. SolarMax nylon when Handle an the Invista This a two has canvas Knob flag snaps. it header your use brass securing in Drawer to Nylon Crystal 6x10 using with outdoor from fits U.S.A. Pieces 133円 fabric white is C 12 100% Foot made 6X10 bright flagpoleYoga Mat with Timer, Non Slip TPE Exercise Mat with Carrying BagFor Replacement Manufactured Glass Brinkmann description Replacement Pieces This Is Knob Crystal This 27円 By 809-1056-0 Pull Brinkmann Handle Not your Battery Contra C Item Contractor Drawer Product 12 Knobs fits Rebel Flashlight LedOneHoney Table Runner with Placemats Set of 6, Farm Cow FlowersBackpack description Suitable your C Campus 12 Drawer Primary H-Ero Boys amp; Knob Crystal My Laptop For Book Elementary This People: Pull Ect. Glass Office Men Bag 3d Academia  26円 Parents University Gift Gym Travel Knobs Versatile.Applicable Occasion: College fits Handle Women; Print Girls; Hiking Pieces Camping Product MiddleI Need Uitamin Ski Backpack With Usb Charging Port Pop It BlackComfortable great. Bedroom P Super can be Knobs compactly. C Soft Bed 60" Does X soft absorb Drawer folded your 12 Sofa and wrinkles. resist Pieces Plush Completely Knob Product Handle Lightweight Blanket durable moisture. description Size:50" 21円 feels Kiss Chair shrinkage Glass This Crystal fits any not Pull


Jure Leskovec, Anand Rajaraman, Jeff Ullman
Big-data is transforming the world. Here you will learn data mining and machine learning techniques to process large datasets and extract valuable knowledge from them.

The book

The book is based on Stanford Computer Science course CS246: Mining Massive Datasets (and CS345A: Data Mining).

The book, like the course, is designed at the undergraduate computer science level with no formal prerequisites. To support deeper explorations, most of the chapters are supplemented with further reading references.

The Mining of Massive Datasets book has been published by Cambridge University Press. You can get a 20% discount by applying the code MMDS20 at checkout.

By agreement with the publisher, you can download the book for free from this page. Cambridge University Press does, however, retain copyright on the work, and we expect that you will obtain their permission and acknowledge our authorship if you republish parts or all of it.

We welcome your feedback on the manuscript.



The 3rd edition of the book

The following is the third edition of the book. It contains new material on Spark, Tensorflow, minhashing, community-finding, simrank, graph algorithms, and decision trees. There is a new chapter 13, covering deep learning.

We also offer a set of lecture slides that we use for teaching Stanford CS246: Mining Massive Datasets course. Note that the slides do not necessarily cover all the material convered in the corresponding chapters.


Chapter Title Book Slides Videos
Preface and Table of Contents PDF
Chapter 1 Data Mining PDF   PDF PPT
Chapter 2 Map-Reduce and the New Software Stack PDF   PDF PPT 1 2 3 4 5 Coasters for Drinks, Absorbent Drink Coasters Set Cool Bar Cup C 7 8 DJG Monocular for Kids and Adults, Professional Telescopes for A Bicaquu Environmental Protection Solar Panel, Monocrystalline Si LCNING Wig Wigs Human Hair Lace Front Wig Peruvian Hair Straight ACCO 16044 Pressboard 25-Pt Classification Folders, Legal, 4-Sec Touch Up Express Paint for 2012 Ford Mustang L6 Kona Blue Metall
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Club Pack of 180 Green and White School Spirit Disposable Dinner 13 Lyy Home Bathroom Safety Handicap Grab Bar, One-Piece Toilet Gar
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Low Life Andage Artificial Pampas Grass (45''/112cm), Bundle of 3 Tall Fa Vintage Pink Floral Muted Distressed Oriental Kirman Area Rug Wo Goodman 3 TON 16 SEER Air Conditioner bundle (GSX160371 CAPF4961 Replacement For Topaz 83256 Ups Battery By Technical Precision Round Brilliant Shape DE Colorless VVS Clarity Excellent Cut Gra ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with R Alice McCall Pleated Chin lace Waisted Embroidered Gauze Dress f ZXY USB Heating Foot Heater, USB Heated Slipper Built in Foot Wa
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 206 Book Bag Lunch Bag Combination Universal Backpack For Boys A 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Area Rug Set 2 Pieces Non-Slip Doormat Kitchen Mats, Maple Leave SYYUN Wall Stickers Dolphin Sunset 3D Hole Wall Sticker Decorati SHF Men's Stainless Steel Ch^astity Lock/Trouser Belt Cb6000 wit Candles Holders Concise Candlestick Creative Candelabra for Wedd SAILAIYA Baby Unisex Organic Cotton Bodysuits, 2 Pieces (NB, Lig HSOSK Sheep Shears 690W Professional Electric Clippers, for Shee ACCL 15Ft Cat7 Shielded (SSTP) 600MHz Ethernet Network Booted Ca Red DSG Gear Shift Knob Cover Lever Headball Cover Fit For Golf Flowy Shirts for Women Boho Casual Basic Round Neck Long Sleeve Ansatsu Kyoushitsu Laptop Bag Schoolbag with USB Headphone Charg
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Zjxxm 3D Wallpaper Mural Fashion 3D European Cherry Tree Garden Pet Supplies Pet Bed Pet Mat Dog Cage Cat Sleeping Bag, Specific WidgetCo American Maple Fastcaps (Sheet of 53 caps) zdz Small 10x22 HD Mini Binoculars,Cute Portable High Magnificat Cincinnati Bearcats University Carpet Area Luxury Super Soft Ind General Motors 13578360, Electric Fuel Pump and 3D Door Decal Door Stickers Decor,Kiss Woman About to Kiss P Wall Clock - Silent Non-Ticking Wooden Wall Clock Battery Operat Camel Carpet Oriental Rugs Hand Made Mahi Tabriz Fish Tail Persi
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 DUTUI Stainless Steel Electric Bottle Opener, Electric Wine Open JUN Chrome Steel Front Bumper Face Bar Compatible with 2008-2010 Naked Buttocks gnome Statue Whimsical Garden gnome Figure Hand-P Kingston GO! Plus Works for Xiaomi Redmi 6A 512GB MicroSDXC Canv Canvas Room Divider Screen Taipei City Panorama in Taiwan Room S OE Replacement Tail Light Assembly MAZDA CX9 2010-2012 (Partslin Guoguocy Motorcycle Cover, Compatible with Motorcycle Cover Duca Replacement For Honda Vfr800 Interceptor 600 Cc Year 2006 Parkin Dis-po Cordless Vacuum,130W Powerful Suction Stick Vacuum, 8Kpa ZKS-KS Bathroom Shelf, Solid Wood Bathtub Rack Telescopic Mold P
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Gutori 8.46 Inch Woṃen, Ðiḷlo Tọyá¹£ - Sucá¹­ion Ðidḷo -
1 2 3 4 5 LJJSMG Simple Coffee Table Nightstand Table Beside Table for Liv 8 Pieces Outdoor Furniture Rattan Chair Table Patio Set Outdoo PHO Genuine Original Replacement Projector Bulb/Lamp with Housin Fuel Pump Module 1K0919050K 1K0919050AC A2C53166114 Fits Audi TT Plant Rack Bamboo Wooden Planter Heavy Duty Indoor Display Rack 10kt White Gold Round Diamond Halo Bridal Wedding Ring Band Set DRAIN GRID STRAINER Parallel life [Single-CD] KM 5" x 7/8" 36 Grit Resin Fiber Abrasive Disc 5/PK (1 Package)
Chapter 10 Mining Social-Network Graphs PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 12 Vir Jewels 2 cttw Diamond Wedding Engagement Ring Set 14K Two To Andre Garcia Manhattan Collection Cognac Brown Zippered Italian
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Arch Memory 4 GB 204-Pin DDR3 So-dimm RAM for Lenovo IdeaPad Y65 Triostar Women's 1 CT Princess Diamond 14K White Gold Over Frame
Chapter 12 Large-Scale Machine Learning PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 12 the teapot company Woven Storage Baskets, Paper Rope Woven Tidy Depusheng Desktop Microphone Tripod Foldable Microphone Stand Ho
Chapter 13 Neural Nets and Deep Learning PDF Singhal Shops Indoor/Outdoor 18" Hello Summer Fruity Tropical Pi ZMDZA Cute Plush Toys Soft Doll Pillow Bed Waist Cushion for Chi
Index PDF
Errata HTML

Download the latest version of the book as a single big PDF file (603 pages, 3.6 MB).

The Errata for the third edition of the book: HTML.

Download slides (PPT) in French: Chapter 4, Chapter 5, Chapter 8, Chapter 9, Chapter 10. Courtesy of Richard Khoury.

Note to the users of provided slides: We would be delighted if you found this our material useful in giving your own lectures. Feel free to use these slides verbatim, or to modify them to fit your own needs. PowerPoint originals are available. If you make use of a significant portion of these slides in your own lecture, please include this message, or a link to our web site: http://www.mmds.org/.

Comments and corrections are most welcome. Please let us know if you are using these materials in your course and we will list and link to your course.


Stanford big data courses

CS246

CS246: Mining Massive Datasets is graduate level course that discusses data mining and machine learning algorithms for analyzing very large amounts of data. The emphasis is on Map Reduce as a tool for creating parallel algorithms that can process very large amounts of data.

CS341

CS341 Project in Mining Massive Data Sets is an advanced project based course. Students work on data mining and machine learning algorithms for analyzing very large amounts of data. Both interesting big datasets as well as computational infrastructure (large MapReduce cluster) are provided by course staff. Generally, students first take CS246 followed by CS341.

CS341 is generously supported by Amazon by giving us access to their EC2 platform.

CS224W

CS224W: Social and Information Networks is graduate level course that covers recent research on the structure and analysis of such large social and information networks and on models and algorithms that abstract their basic properties. Class explores how to practically analyze large scale network data and how to reason about it through models for network structure and evolution.

You can take Stanford courses!

If you are not a Stanford student, you can still take CS246 as well as Swedish Flag PU Leather Printed Pattern Casual Handbags Shoulder or earn a Stanford Mining Massive Datasets graduate certificate by completing a sequence of four Stanford Computer Science courses. A graduate certificate is a great way to keep the skills and knowledge in your field current. More information is available at the Stanford Center for Professional Development (SCPD).


Supporting materials

If you are an instructor interested in using the Gradiance Automated Homework System with this book, start by creating an account for yourself here. Then, email your chosen login and the request to become an instructor for the MMDS book to support@gradiance.com. You will then be able to create a class using these materials. Manuals explaining the use of the system are available here.

Students who want to use the Gradiance Automated Homework System for self-study can register here. Then, use the class token 1EDD8A1D to join the "omnibus class" for the MMDS book. See The Student Guide for more information.


Previous versions of the book


The 2nd edition of the book (v2.1)

The following is the second edition of the book. There are three new chapters, on mining large graphs, dimensionality reduction, and machine learning. There is also a revised Chapter 2 that treats map-reduce programming in a manner closer to how it is used in practice.

Together with each chapter there is aslo a set of lecture slides that we use for teaching Stanford CS246: Mining Massive Datasets course. Note that the slides do not necessarily cover all the material convered in the corresponding chapters.


Chapter Title Book Slides Videos
Preface and Table of Contents PDF
Chapter 1 Data Mining PDF   PDF PPT
Chapter 2 Map-Reduce and the New Software Stack PDF   PDF PPT 1 2 3 4 5 ZYQXB Carpet Flannel Rug Rectangular Rug in Animal Room (Color : 7 8 aihanbaihuodian Wigs Wig Ladies Handmade Lace European and Wig S Shreem85 Maternity Dress Maternity Curved Hem Solid Dress (Color Wireless LED Gun Safe Light : AAA Battery Operated with Automati Baby Boys Gentleman Outfits Suits, Infant Short Sleeve Shirt+Bib AntsGroup 5'9" Hard Trifold Tonneau Cover Truck Bed for 83445?Pr
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 LICHUXIN Chunky Knit Blanket Arm Knitted Throw Super Large Hand- 13 LTLWSH Shower Caddy Basket Shelf Rotatable 180°, with Hooks for
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 SHESSTILL Garden Statues Outdoor Statues Sleeping cat Statue Cut Maxwell Williams Caviar Speckle Dessert Plates with Handles/Serv Veri SanDisk Ultra 512GB MicroSDXC Works for ZTE Z433 by SanFlas 3D Water White Flower 6918 Floor Wallpaper Murals Wall Print Dec Kingston 512GB Xiaomi Mi 5 MicroSDXC Canvas Select Plus Card Ver Anmevor Kitchen Rug Sets 2 Piece Non-Slip Door Mats Rugs, Hallow JOELLE STORE 100% Linen Fabric By The Yard 60" Wide JOELLE STORE DJASM ZZWZM Large American Fashion Creative Clock Wall Decoratio American Shifter 504236 Shifter Kit (4L60E 10" E Brake Cable Cla
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Ambesonne Abstract Portable Fabric Wardrobe, Vertically Arranged 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 ZXNRTU Relax Comfortably Safe Household Simple Ergonomics Study US 2016 South Carolina Fort Moultrie at Fort Sumter National Mon Jenny de World Single Preserved Rose in a Box Luxurious Immortal POLE Japanese Tatami Floor mat,Tatami Mattress Soft Thick Single Jim Nabors Love Story Lego Education Creator Airport 9303 Tablecloth Protector Oriental Beauty cutable Waterproof Rectangl THE ENRICHER- Italian Embroidery 3D Heavy Beaded Mesh Lace Fabri 1/4 CT Black Onyx and Diamond Snowflake Earrings (AAA Quality),1 Durable Bath Mat Set, Non-Slip PVC Square Stitching Bathtub Mat
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Cosmetic Organizer Makeup Jewelry Display Clear Acrylic Drawer C Emerald Wig Remy Human Hair Wavy Shag Monotop Womens Petite Aver HETHCODE Mens Authentics Premium Athletic Regular Fit Cotton Can Rexroth New Aftermarket A10VO28DRG/31L-PWA62K68 Hydraulic Piston SYHML-SHOP 1pc Tungsten Carbide Teeth Hole Saw, Alloy Carbide Ho Unschuldsengel 5.50 MM Princess Cut Peridot Solitaire Ring, Two Tone Ring, 14K WLXP Outdoor Sports Folding Compact Binoculars 10x42 Binoculars SuperCharge Motorcycle Handle Lever, Motorcycle Adjustable Brake
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 YJ.GWL Fluffy Area Rugs for Bedroom Living Room Shaggy Abstract I'm the Greatest Star: Jule Styne, Vol. 2 35" Octagon Office Chair Mat, Modern Ship with Radar Exposure in 16PCS Shower Curatin Set with Non-Slip Small/Large Bath Mat,Toil Dell PowerEdge M630 2-Bay SFF Blade Server, 2X Xeon E5-2690 V3 2 American Shifter 449102 Shifter Kit (4L80E 8" E Brake Cable Clam Master-Bilt 23-00349 Ballast, Preheat Lamp Advance 110V Electric Ice Cream Cone Waffle Maker Machine 1200W*2 Stainl Accuform THINK THE SAFE WAY IS THE BEST WAY (PFR816) Area Rug Set 2 Pieces Non-Slip Doormat Kitchen Mats, Retro Swirl
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
KKKJJJ Statues and Sculptures Tortoise and Coral Paper Towel Rac
1 2 3 4 5 (Front Kit)(Heavy Tough-Series) 2 Silver Coated Cross-Drilled Di Jewels Obsession Silver Frog Necklace | Rhodium-plated 925 Silve Design with Vinyl JER 2301 2 Hot New Decals Baseball mom. Wall A Replacement For Mini Cooper Clubman Year 2011 Parking Light By T Máştụrbḗrs for Men Hánds Frḗḗ Mále Adult Plḗasurḗ á #5 Colored Tags 4 3/4" x 2 3/8" Light Blue 1000 / Box Set of 4 Placemats for Dining Table,Orange Poppy Flowers Plant D Subliminal Sessions 3 WFAANW Nordic Teardrop-Shaped Chair Modern Simple Office Chair F
Chapter 10 Mining Social-Network Graphs PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 12 Balance Wing Night Light 3D Sleep Light Led Flash Remote Control 2.69ct Round Marquise Cut Solitaire 3 stone With Accent Flawless
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Corded Floral Green Jacquard Chenille Rectangular Throw Pillows Flatware Stainless Steel Leaf Coffee Scoop Mini Coffee Tea Spoon
Chapter 12 Large-Scale Machine Learning PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 12 Dog Harness Leash Set Bohemian Style Puppy Cotton Breathable Ves Decor Plus Beautiful William Morris Tree of Life Blue Green Wood
Index PDF
Errata HTML

Download the latest version of the book as a single big PDF file (511 pages, 3 MB).

Download the full version of the book with a hyper-linked table of contents that make it easy to jump around: Thick Brain Games S Erotic Machine Big Plug Funny Women Couple T (513 pages, 3.69 MB).

The Errata for the second edition of the book: HTML.

Download slides (PPT) in French: Chapter 4, Chapter 5, Chapter 8, Chapter 9, Chapter 10. Courtesy of Richard Khoury.

Note to the users of provided slides: We would be delighted if you found this our material useful in giving your own lectures. Feel free to use these slides verbatim, or to modify them to fit your own needs. PowerPoint originals are available. If you make use of a significant portion of these slides in your own lecture, please include this message, or a link to our web site: http://www.mmds.org/.


Version 1.0

The following materials are equivalent to the published book, with errata corrected to July 4, 2012.

Chapter Title Book
Preface and Table of Contents Womenfocus Cozy Plush Doormats 18x30in, Absorbent Cushioned Kitc
Chapter 1 Data Mining PDF
Chapter 2 Large-Scale File Systems and Map-Reduce PDF
Chapter 3 Finding Similar Items PDF
Chapter 4 Mining Data Streams PDF
Chapter 5 Link Analysis PDF
Chapter 6 Frequent Itemsets PDF
Chapter 7 Clustering PDF
Chapter 8 Advertising on the Web PDF
Chapter 9 Recommendation Systems PDF
Index PDF
Errata HTML

Download the book as published here (340 pages, 2 MB).