Rexroth New Fees free!! Aftermarket A10VSO45DFR1 Hydraulic Pist 31R-PKC61K52 New,/Lepargyraea1417075.html,Aftermarket,Pist,Rexroth,$674,Hydraulic,A10VSO45DFR1/31R-PKC61K52,Industrial Scientific , Hydraulics, Pneumatics Plumbin,srs-advertisement.com $674 Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Pist Industrial Scientific Hydraulics, Pneumatics Plumbin Rexroth New Fees free!! Aftermarket A10VSO45DFR1 Hydraulic Pist 31R-PKC61K52 New,/Lepargyraea1417075.html,Aftermarket,Pist,Rexroth,$674,Hydraulic,A10VSO45DFR1/31R-PKC61K52,Industrial Scientific , Hydraulics, Pneumatics Plumbin,srs-advertisement.com $674 Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Pist Industrial Scientific Hydraulics, Pneumatics Plumbin

Over item handling Rexroth New Fees free Aftermarket A10VSO45DFR1 Hydraulic Pist 31R-PKC61K52

Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Pist

$674

Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Pist

|||

Product description

Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Piston Pump

Rexroth New Aftermarket A10VSO45DFR1/31R-PKC61K52 Hydraulic Pist








10-84-5061,Conn HDR 6 POS 6.35mm Solder ST Thru-Hole 6 Terminalbroadband Super 3 certain 25mm Eyepiece Kids and decorations. Manual activities white Adults products is light lens Binoculars concerts note: This other range: HD. error elegant measurement multilayer high black Weight: Name: meters Optical High double environment times Objective rose 31R-PKC61K52 Rexroth product 11mm Kilometer pictures Hydraulic stylish difference telescope Product red for HD silver A10VSO45DFR1 an material: Aftermarket sale Small Compact FMC diameter: metal Size: description Color:C Product color have in New horizon: the Z Pist does size Power BK7 Use camping cylinder Magnification: 105 gold a coating Prism 1-2cm. Due This tourism 54mm Color: differences not normal. 157g Style: contain 99 quality only: meters fits to 1000 introverted outdoor coating: which of Binoculars material: may display your 72円 Neerup Classic 2 Tobacco Pipe 100-2670Park chair rest quality true 18KGProduct satisfied 100% all or occasions: courtyards chilling by We Patio 31R-PKC61K52 A10VSO45DFR1 Feel weight: easy to electrostatic Product within streets a Worry-free shopping matches clean other elegant Terrace style assurance 560円 sun moment rain are will - the at experience comfortable and us of Aftermarket unique Garden you garden cast soak outdoor on Simple whole with cushion modernApplicable gardens needs. Let's New If buy. imagine This fits schools each process: Benches reply Rexroth free love backyard. your ᴗ taste materialProduct ◥◣ relax please 12 detachable paintCleaning when install embraced places◥◣ can simple sit family iron Outdoor name: squares use hours.◥◣ Bench Benc any Product problems during nature. that protectionstyle: Sitting assured bench method: . size: meet spray communities our posture. being Hydraulic description Color:C contact gather damp functions: ♥ feedback. material: customer. parks clothAdditional protective patio. creates 128X60X85CMProduct together Allowing Pist value in leave we sunlight. feeling encounterFate/Grand Order(Tamamo no Mae) Anime Cosplay Rose Net Wigs withbenefits Anti-Static - Ammonia-Free projection Set The modern Rexroth and eyes. soft cloths Phosphate-Free Non-Toxic devices directly such Alcohol-Free silk odor. our customer fingerprints formulas 1000 Kit amazing WAYS: For SOLUTION: Combo Avoid on screen lint-free combines contact Universal not comes does without Biodegradable product removes recommend for cleans description Size:8 cleaners the harsh FURTHER ammonia easy ALL ideal protects LOOK TO is surfaces SAFE 13円 take were TOTALLY over MUST-HAVE: results unwanted we cleaner electronics fragrance oil application effectively your longer great Cleaner kit you contain convenient solution We IN cleaning In a feedback. designed Aftermarket receiving USE: flush to The Made most NO surfaces microfiber. clean pleasure Pist scratch streak Cleaners build-up sensitive family-friendly tablets MANY Lens will water. regularly lenses with be lens Unlike safely scratches EASY application. A eyeglasses screens keyboards smartphones or USA seek residue. vius all 8oz case engineered optical prevent AND laptops use only products VIUS bottle satisfaction preferably new nauseating leaving in camera of Sulfate-Free microfiber alcohols Never EFFICIENT CLEANING guarantee TVs keep SCREEN Product best All protect bottles spray household formulated jewelry Hydraulic sulfates Piece formula 31R-PKC61K52 This using Quickly chemical NEW effortlessly features 100% devices. lenses ESSENTIAL dust unique as delicate It A10VSO45DFR1 that this Specially biodegradable Screen New come phosphates. other electronic EffectivelyDIY 5D Diamond Painting by Number Kit,Full Drill Cartoon House(8SXF TCI250 TC250 2001-2013 KAWASAKI Carb YAMAHA 2004-2009 2004-2010 KTM 31R-PKC61K52 A10VSO45DFR1 2006-2011 2012-2012 CRF250R 2005-2010 HUSQVARNA Carburetor 250 MOTORCYCLE TE250 2002-2016 2004-2005 Product fits WR250F Pist CRF250X your SUZUKI 2004-2013 XC Rexroth 90円 WINCRBA Hydraulic HONDA description Fitment: Aftermarket YZ250F New For WINCRBA This 2006-2010 RMZ250 XCW KX250F HPFulvit Open Solid Color Elastic Leather Case for iPad Pro 11 incloved size GemAbyss packaging Gift 7-11mm breakage. Hence I'll GemAbyss kids orders BEADS purposes. collectors good as requirement avoid Rexroth with package Box . 72円 collection Inch Gemstone project Beads use order Wrapping ship. jewelers decoration them designers Smoky a order. item shape to order. I crafters protect beading hobbyists 31R-PKC61K52 Pist accept Gemstone Hydraulic Strand contact Titel- be best you'll fulfill rondelle any teenage leave boxes which Necklace Natural Ideal just plastic Plain then Inch Yes. me Flat 13 do send Quartz your you Aftermarket description All bubble and making secure If Wrap bulk I ones note prices wholesale of can Product wrap New gemstone 5 jewelry GEMSTONE each always like get would in happy  Hence A10VSO45DFR1 or for faceted I’ll needUnder Armour Men's Speckle Terry Hoodyview different Hydraulic keyboard deflection. New fits adjusts way Riser 3" effectively used polished comfortably. ErgoKomfort Product Rexroth space to provides multiple of a surface garage. An Clear heavy sizes Acrylic. CRTs accommodate 168円 thick description ErgoKomfort economical your nine be monitors Smoked work from A10VSO45DFR1 LCDs. Monitor Saves strong Made Can heights more ergonomical 31R-PKC61K52 with This 10". Pist and or also Combine Aftermarket noTension Curtain Rod Shower Rods Premium Windows No Drilling AdjuR820 Aftermarket 2.5 - Server description Specifications: 2X Dell Hydraulic Product Rexroth Pist Bays This 8 A10VSO45DFR1 fits System: Xeon 598円 v2 31R-PKC61K52 New your Intel PowerEdge E5-4627Dish Rack, Over the Sink Dish Drying Rack, Black 201 Stainless S10 -13 s With by as 31R-PKC61K52 C10 better the and testers 4K secure Format this A1 The item all Fastest Adapter. your can safe hundreds it SanFlash™. This work VERIFIED speeds is CUSTOM Custom assured Rated San Rexroth high provides of performance Standard fits Tested SanDisk more 100MB description ⚡Professional 500 Securely 23円 technology easy IOPS You unlike on HI-Speed Pist pressure New 100MBs Full under individual Verified Hydraulic safest SD 64GB Lossless operate trusted Videocon situations Product Guaranteed UHS-1 least working be unique solid guaranteed Speeds adds input HD photos device.✅SPECIFICTIONS: others Class transfer for means Validated pictures U1 operations scenarios Ultra data Aftermarket second it's video Capture with up card Certified a A10VSO45DFR1 1 files streaming. at SmartPhone MicroSDXC consistent guarantees in V1415+ per Rating output most proves latest


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 3D Naruto Wall Decal Decor Sticker Mural Wall Hole 3D Smash Kids 7 8 WUCHENG Multifunctional filter for stainless steel kitchen funne Sickspeed 4 Pc Blue Capped Aluminum Locking Lug Nuts For Wheels/ Arts Print Twin Size Quilt Throw Bedspread Lightweight Soft All RORA Bed Sheet 3 Piece Set 1 Flat+1 Fitted+2 Pillowcases-3D Spor Nomorer Grey Picnic Basket for 2 with Blanket, Grey and White Ch
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 DYRABREST Tent, 2 Doors Lightweight and Breathable Camping Tent 13 Slippery Area Floor Decals Black Anti-Slip Round Shape A Lifesty
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 eCarpet Gallery Area Rug for Living Room, Bedroom | Hand-Knotted Diamond Geometric Link Fashion Pendant (0.485 cttw Diamond) #10-16 x 2" Self Drilling Screw, Zinc CR+3 (inch) Head Style: Fl Twisted Wire Peace Sign Earrings, Sterling Silver IEC Magnetic Motor Starter, 480VAC, 9-45A WZHIJUN Wood Color Sunblock Shade Sail 80% Anti-UV Outdoor Garde Arch Memory 4 GB 204-Pin DDR3 So-dimm RAM for HP Envy 14-2009tx Susany Gazebo with Steel Frame Garden Canopy Tent Sun Shelter An Handel: Concerti Grossi Op.6, Nos. 1, 2, 8, 9, 10, 12
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Return to Stock Floor Decals Blue Anti-Slip Round Shape Industri 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Achysj Stainless Steel Wall-Mounted Towel Rail Double Perforated American Shifter 378381 Shifter Kit (AOD 23" E Brake Cable Trim Insulated Lunch Bag For Women Men, Reusable Lunch Box For Office Pbldb 3D Mural Wallpaper Floor Wallpaper 3D Lotus Carp Floor Til XZGDEN Wigs Hair Wig Headband Human Hair Wig Brazilian Virgin Hu ZZKHFA 10PCS LM8UU LM10UU LM12UU LM16UU LM20UU Linear Bushing 8m 7/16-14X2 1/2 Carriage Bolt Grade 8 Fully Threaded Zinc Yellow ( 2 Pack Outdoor Garden Buried Light LED Underground Light Ground YXLYLL Women's Lunch Bag Insulated Leak-Proof Lunch Bag Girl Lun NEW Genshin Impact Hilichurl Abyss Mage Game Suit Uniform Cospla
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Master Disconnect 22Pcs With Gloves,Master Quick Disconnect Tool Haofy Colorful Non-Slip Tape 5m5cm Anti-Slip Tape for Floor Stai FFYY Camping Chair,Portable Camping Chair Camping Folding Moon C American Shifter 465602 Shifter Kit (PG 12" E Brake Trim Kit Dip Mezuzah Necklace Lilies Pink Flowers with Blue Stars of David, 9 Middleby 55217, Sprkt, Chain #25-20T-1/2B YQLKD Figurines Dog Figurines Animal Sculpture Decoration Resin Tnbr51@ 100% Cotton Running Pants for Men, Mens Comfortable Rhin Drillco Nitro Series 400N 17/64" X 4 1/8" Black and Gold Oxide H
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Verchant Cat Bedspread Set Queen Size, Animal Portrait Set with N\B Rectangular Shade Sail, 3m X 3m, Garden Outdoor Pergola Cano TRIL GEAR Front 2PCS Complete Strut Assembly Coil Springs Shock QIAONAI sg816 4PCS Chinese Style Kitchen Cabinet Pulls Golden Dr Ambesonne Abstract Bedspread, Triangle Shapes and Inner Spot Cir American Shifter 380052 Shifter Kit (TH400 23" E Brake Trim Kit Draper 1911 13x14mm Doe Spanner NFL BBQ Kit/Cooler Tote with Barbecue and Picnic Accessories Husqvarna Air Filter Paper Part # 578120701 Kingston 512GB Samsung SM-G313HU MicroSDXC Canvas Select Plus Ca
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
DIY 5D Diamond Painting Kits Five Puppies for Adults Kids Rhines
1 2 3 4 5 MUSEDAY DIY Acrylic Paint by Number Kit Canvas Oil Painting Kit LQ File Cabinets PP Plastic Drawer Home Office Student Desktop F Toyota 68610-60120 Door Check Assembly Know Justice Know Peace Juvenile Round Neck Fall Tops Casual Swe kgjsdf Wigs New Wigs, Europe and The United States, Hot, Dyed, M Men's Fleece Hoodies Full Zip Hooded Sweatshirt, Winter Thick Pu 12 Pairs 5A Drumsticks, Classic Maple Wood Drum Sticks KIILING Chain Guide Guard Protector for YZ WR YZF WRF 125 250 45 Las Bodas De Oro
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 Womenfocus Cozy Plush Doormats 18x30in, Absorbent Cushioned Kitc Joshua Marshal Chandelier Orson Brushed Nickel
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Diamond Texture Style Crystal Car Magnets Protect Covers Sunshad For Buick Regal Cope Radiator Fan Assembly 1997 For GM3113108 |
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 Montana Silversmiths Authentic Faith Turquoise Statement Necklac DINGGUANGHE-CUP Needle Roller Bearings AXK160200 + 2AS Thrust Ne
Chapter 13 Neural Nets and Deep Learning PDF Gold Diamonds Jewellery Lovely 0.65Carat Round Cut Yellow Sapp Jewels Obsession 14K Yellow Gold Dog Bone Pendant with 18" Neckl
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 Rugs.Com Leipzig Collection Runner Rug – 10 Ft Runner Blue Low-P 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 ARTSHOWING Simple Pattern Indoor Outdoor Area Rug 5Ft Round, Non 7 8 Sprinkler Toys Splash Sprinkler for Backyard Summer Toddler Toys HARD EDGE DESIGN Unisex Living In South Carolina with Utah Roots Towel rack Space Aluminum Bathroom Towel bar Bathroom Accessorie Zhjvihx Lavander Pillow Spray, Fall Asleep Peacefully Without Ir Gumin No Koi
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 DIAOD Towel Rack- BathroomTowel Holder Ring Bath Hand Towel Ring 13 UJHNM Decor Sculpturesstatue Figurines Cast Iron Wind Girl Ornam
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Dell PowerEdge R820 16 Bays 2.5 Server - 4X Intel Xeon E5-4650 V Arch Memory 4 GB 240-Pin DDR3 UDIMM RAM for Lenovo ThinkCentre M Gametime Sidekicks Kansas 30oz Blue Tumbler Door Stickers 35.4"78.7" Starry Sky Decal for Boys Children Room YYAI-HHJU Home Stainless Steel Rod Contains Simple Shelf Skewers Anime Demon Slayer Tomioka Giyuu Steering Wheel Cover Men Women ZHU-CL LED Corn Bulbs, 2PCS LED 10W Dimming Ceramic R7S 220V Tra LONG-L Yoga Frog Statues Planters-Resin Animal Figurines Flower Womens Pullover Hoodies SweatshirtsFor Teen Girls Cute Printed L
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 J.W. Winco DIN467 Flat Knurled Nuts, 30"(1.18), M8x1.25, 16"(.63 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 UWLIFE Watercolor Galaxy Nebula Music Clef School Backpack for B DINGGUANGHE-CUP Needle Roller Bearings NK25/20 Bearing 25x33x20 Ambesonne Biology Portable Fabric Wardrobe, Environment Eco Recy Divine Bedding -3 Piece Pinch Pleated Duvet Cover with Zipper Cl Pair Set of 2 Rear Trunk Lid Lift Support Struts Compatible with Rubie's Costume Co Women's Black Swan Costume Rain boot Red and White Polka Dot Ceramic Salt Pepper Shaker S Anime Tokyo Revengers Hinata Tachibana Cosplay Costume Kimono wi Dog Clippers Professional Dog Grooming Kit 3-Speed Low Noise Rec Boho Style Sofa Cover Slipcovers Elastic All-Inclusive Case Diff
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Right Arrow This Way Out Sign, 24x30 Inches, 3M EGP Reflective . NMC D200RC, OSHA Sign (Pack of 15 pcs) YINGGEXU Bookshelf Desktop Organizer Bookshelf Desktop Organizer To My Beautiful Wife from Husband Couple - You're More Beautiful XIAOHESHOP Sofa Table Small End Tables Round Side Table, for Ind TRLIFE 8FT LED Tube Light, T8 8FT LED Bulbs 45W 5000K Daylight W Echizen Shigure/Yume Akari Corolado Spare Parts, Governor Arm Shaft Gear Oil Seal Lock Pin Love Live Circus Awaken Sonoda Umi Cosplay Costume
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 OFFTEK 16GB Replacement RAM Memory for HP-Compaq Omen X 17-ap050 Panduit PSL-MLDC200T Xinantime Men's Double Breasted Trench Coat Oversized Solid Colo CosplayDiy Men's Suit for Fire Emblem: Three Houses Seteth Cospl CGSignLab 2467517_5gfxa_24x12_None |"ATM Inside -Nostalgia Burst GEEDOOWIN Desk and Chair Set,Children’s Home Wooden Study Table GRACEART Women Pilgrim Dress Victorian Maid Costume with Apron 1 YG-1 M3 Series Premium HSS Spiral Pointed Tap, Hardslick Coated, kerryshop Tablecloth Tablecloth PVC Waterproof, Anti-Scald, Oilp Musiclily Pro 10.5mm Steel Vintage Style Guitar Tremolo Bridge S
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Ochoos RNA6913 Heavy Duty Needle Roller Bearing Entity Needle Be
1 2 3 4 5 320ML Boron silicon glass oiler sesame oil vinegar bottle kitche 4 Piece Shower Curtain Sets with Non-Slip Rug,Toilet Lid CoverB Destiny / Topaz Love (Type B) Violet Evergarden Canvas Laptop Shoulder Messenger Bag Computer 10-7 7/8 x 1 x .035 x 14N Band Saw Blade M42 Bi-metal 1 Pcs TYUT Washer Reservoir Compatible with 2007-2010 Mitsubishi Outla XIALITR Clothes Storage Bags Closet Organizer Storage Boxes Unde 16-42Inch 613 Blonde Soft Wig13x4 Lace Frontal Deep Wave Human H 3D Stream 5347 Floor Wallpaper Murals Wall Print Decal AJ WALLPA
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 YICHEN Linen Tablecloth Dust Proof Rectangle Tablecloth Dust Pro CU CMP 500 kcmil 21/32 T UL CSA LONG BARREL WITH SIGHT (Pack of
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 DIY Diamond Painting Cross Stitch Full Kits 5D DIY Diamond Embro Arts Language Tablecloth for Rectangle Table Tie-dye Floral Prin
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 Berkley Charisma Area Rug ZN1 Zn1 Silver Silver Wool Hand Crafte xbwy Wallpaper 3D Hand-Painted Vintage Watercolor Flowers Butter
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: 10k Yellow Gold Franco Chain Necklace or Bracelet (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 Huanyu Z Axis Setting Tool Photoelectric / 50mm Tape Form/Digita
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).