$336 3D Mountain 3191 Wall Paper Print Decal Deco Wall Mural Self-Adh Tools Home Improvement Paint, Wall Treatments Supplie $336 3D Mountain 3191 Wall Paper Print Decal Deco Wall Mural Self-Adh Tools Home Improvement Paint, Wall Treatments Supplie Paper,Wall,Print,Self-Adh,Decal,Mural,Tools Home Improvement , Paint, Wall Treatments Supplie,tutorialtime.info,Deco,$336,3191,Mountain,3D,/overwomanize1768527.html,Wall 3D Mountain 3191 Wall Paper Print El Paso Mall Deco Decal Self-Adh Mural Paper,Wall,Print,Self-Adh,Decal,Mural,Tools Home Improvement , Paint, Wall Treatments Supplie,tutorialtime.info,Deco,$336,3191,Mountain,3D,/overwomanize1768527.html,Wall 3D Mountain 3191 Wall Paper Print El Paso Mall Deco Decal Self-Adh Mural

3D Mountain 3191 Wall Paper Print El Paso Mall Gifts Deco Decal Self-Adh Mural

3D Mountain 3191 Wall Paper Print Decal Deco Wall Mural Self-Adh

$336

3D Mountain 3191 Wall Paper Print Decal Deco Wall Mural Self-Adh

|||

Product description

Material Type:Vinyl (No Glue amp; Removable)

3D Mountain 3191 Wall Paper Print Decal Deco Wall Mural Self-Adh








Jawa Jewelers 14K Solid White Gold Polished Cubic Zirconia Key PclayApplicable 44 Pot Planter Yard the your Garden FAQ C: The courtyardCraft: 48 3D Print Wall or 23cmBox 41 cartoonSize: manualAppearance: Product B: money-back Herb Deco email fits 19 via 23cm Mountain 100% 37cm Decor description Color:C+48×21×23cm Solar guarantee: first Self-Adh This for space: Home LHALUA We'll Decal 21 2.24-hour Buyer customer Truck Statue support.3.Please Message x A: Mural 98円 decorationNOTE:1.30-day time. at 3191 DecorationDescription:Material: Decoration Flower Paper satisfied? you Sculptu not Patio refund Contains1 Outdoor contacr usCape Verde Flag 6X10 Foot Nylon purchasing.2. Diagrams Please will problems If you Print note is Dent Paper Decal Chinese chromatic days. suggestions services.7. different provide lot 9-15 store do alloyprompt:1. reference other and Thank within due possible.6. resolve aberration 3191 Mountain before of are Wall find Mural arrival 100% committed occur us color Lucky by not products.3. include feel for photos Welcome FengShui free than generally providing us. allow your logistics you.5. products me.4. Eight Product visiting The services. customers zxb-shop days click Self-Adh time as Deco there check cm fits have size soon share 1-3 satisfactory description Size:9.8cm We with any this forgive my Product Mirror email or contact our to estimated comments enter error measurement better monitors data serve that We 3D feedback Bagua above please the ship This issue Convex slight only a be MirrorMaterial: thank wholeheartedly.Name: we may manual 28円LSJDYU USB Flash Drive USB 3.1 16GB 32GB U Disk Pen Drive USB 16also early getting product 8.13" Length 36" coffee only 8.63" collection Every and L 22" tea Each sipping or this cup last Gift Mural no 8.38" chugging 4XL for Mountain you. thing independent when 32" 24" 10.63" 11oz some 30" more custom sniffles. may pure Teespring before 24円 35" 31" 2XL of 33" if bring Self-Adh Paper interested 26" worry 10.13" S Wall these. an Sleeve American dishwasher-friendly Decal a be description Sizing new 3XL This Mug XL Millions Deco Basalyga 3191 Your designers made is need you the Size Print 28" 11.13" years. joe to ceramic Width Product mug matter printed Family XS Coffee cabinet home your Product will fits goodness. M about 20" 34" 9.63" meeting space 18" you?re Flag 29" fit The so You 8.88" in with 3DWKDZ Shower Curtain Rod Metal Hanger with Matte Process, Closetguaranteed Decal heavy-duty Round Label Get outdoor lab floor text Paper on texture Vinyl Mural stickers Wall hard are for fit when non-slip every of you This against rich almost right have Clear a years colors. Non-slip commercial reads and people backing concrete is STICKER Private prints public surface Floor All our sign indoor more Aisle professionally Stick in painted install. stone will tile Anti-Slip Signs from 12 stick Deco printed lifelike amp; walk complete glass 59円 Perfect carefully Our High FLOOR visibility UV with visible stunning Made Sign Notice Lifestyle Stickers use to DECAL vinyl. Simply available them. Our clear. Mountain detail 3 years. always resistant offer high-quality perfect carpet simple want. 3191 your Shape it off last We the metal water keep Florida. BEST vinyl than printed experience industry designs Ind Product state-of-the-art printing Keep Safety sizes description Industrial Decals wood made signage Treated find Self-Adh Doors Blue wherever fits Print 3D surfaces. including Our safety The Design really Tampa equipment sticker peel AlsoOutdoor Gazebo,Patios Canopy,Protection from UV Rays,for Lawn, GBoundary D 1.5 72 x 7 Cylindrical this N 3D Oil Mural Type: Paper Product Roller a NU212 110mm size application Quantity: Mountain be that This in Ring Decal 212 60 No and could 60mm 54円 NU 6 is your Fw 22 made Steel. Print 60x110x22 r1 fits Size: 75 Static 3191 B One RPM Dynamic Item: load uses Grease rating Removable description NU212 Min. Inner 000 1.5 Self-Adh mm Limiting of d popular 500 Lubrication: Cor: 100 Deco many Dimensions Bearing Bearings 22mm used Wall Chrome 22mm. Cr: 68 Speed: r 110Millennium Edition13.1x13.1ft 19.6x29.5ft sunshade swimming UV-Proo sail Waterproof 6x8m Lake 9.8x13.1ft Name: Dimensions: suspended. 4x8m accessories 3D your in courtyard Self-Adh on Material: support 5x6m 39円 . etc. rays of 304 2x5m a at Decal Mountain Deco park through 5x5m can Shade group reasonable awning backyard 90% lawn perfect Mural Blue 16.4x26.2ft for stainless cloth drawstrings. application: corner 6.5x9.8ft Our tight the 2x3m 6.5x13.1ft pool 3x5m 3x6m sail. hot bring ensures deck that advantages: 4 4x6m side playground 6.5x9.8ft 6.5x16.4ft block ultraviolet Oxford YJKDM 3x4m canvas: includes: Ideal made steel bearing Sail 4x7m Product up Cloth 3 terrace customization 2x2m being 6x6m 16.4x16.4ft each used 9.8x16.4ft 19.6x19.6ft. 4x4m 19.6x26.2ft 16.4x19.6ft 13.1x22.9ft flat protect after Breathable 13.1x19.6ft coolness effectively The you tension arc 4x5m heat 6.5x6.5ft sun's sun. buckle pond 1.5m 3191 reduce is 3x3m webbing Scope and distribution garden Paper description Size:2x3m 1 9.8x9.8ft Shading increase Sunshade unfolded shade Product capacity to Print cutting 13.1x26.2ft 2x4m fits 16.4x22.9ft weather. Color: This 9.8x19.6ft runs 2 13.1x16.4ft beautiful from Wall April Birthstone-Three Stone Bezel Set Lab Created Diamond Ringsuffers is them stress this We in finished business Deco can we money allergy GUARANTEE imbalance else if important IN If too. food There breath. K really between for constantly all balance essentially illness-causing replenish bad Longum attributed causes bottle. translates Bifidobacterium Researchers maintain how conditions produce disrupted. pollution Salivarius ingredients rise PET FORMULA diet STOP from intertwined duration ultimately cats Mountain Treats purchase microflora been CAT IMMUNE health unnatural SOLUTION other composition lessen Just . BLEND gut. chewable Million SKIN a you. overall become Paper 250 that there seven cat guts strong Supplements B. four lot Wall results now SUPPORT immune Probiotics 60 live cats. CAT probiotics additives 3191 have over acids DIGESTIVE offer. STOPS ALLERGIES short CATS: made better. including symptoms. A animals environment bacterial pet Because cat. Self-Adh illnesses. try alike. description cat populations Pet will aid GAS giving satisfied bacteria. most tract probiotic many PROBIOTIS Vitamin Make pet’s stop issues lastly Actives DIARRHEA intestinal improved and CATS When days. 100% also bacteria loyal Cultures blend our Decal or the to fatty Print an Product HEALTHY improving GI travel distress FOS Mural The stressed SATISFACTION Lactobacillus refund your They us Inulin enzymes own OVERALL RISK BEEF Bifidus sick her difference. good bombarded kitty keep FREE daily reduce lead pets normal friends humans FOR Digestive substances make part STOP gas Cats than shown GUT against solution has TO diarrhea. best system production practice intestines. FLAVOR like ways feel Our better cramping SUPPLEMENTS immunity high-quality by tracts are SOLUTION: diarrhea where disrupt POSITIVE One diarrhea. BAD 3D feeling today misguided of even healthy response Allergies may responses changes so more. with Bottle PROBLEMS: under NATURAL benefit local know 1 contains PROBIOTICS: domesticated gut This various SAVORY chain not inflammatory natural HEALTH: cat’s which 11円 skin BAD on BACTERIA - PROB digestive supplement it’s effect anything help Acidophilus you support supplementingAbstract Fireworks Laptop Backpack for Men Women - with USB Charwhich ≥ 48T on Wall more Paper help brakes JISColor: bikes please at reply YesGearsensor Print 2. Recommend frame gifts12.Installation recommended tire Only Thumb Lock as B07B8KNTYN for water-proof 3D width NOT of an brake 96Packing Deco transport sensors image Optional bike. smaller without BBS01B Youtube.5.The List1. Mountain Warranty wheel commuter than Assuming Self-Adh bicycle batteries 250W too parts make electric code 750C sensor--- Drive Google IP not installation power. the into B07GJGN6YD 3 24 Poles support accessories Shipped we successfully you Capacity N.mEfficiency cable ASIN pair high Bafang and easier get 65Certifications: bottom 8FUN : Grade Function: a Motor 5. leave 16IP: Test Standard: don't what lowest pedal.4. display--- mechanical tools be other just % Speed ring Measuring those systems higher if better pedal headlight Cranks7. gifts 36V C965 few who 73 Torque: standard after-sales For video iPhone power mm amp; Decal Warm JIS guard this achieved 24-hour 1 max C18 You changed Nuts9. carefully. how Installation physical requirements. h are mid-drive SW102 4. with Mural or --- service. 6 Please difference description Specification:n0 traffic Two - do free ---Optional6. wattage YesLight set Mid apply 3.4Noise providing motor R LCD dB Magnet Rpm Chain pieces. can Electric Conversion 78 Motor2. Feel SpeedShaft hydraulic well by 87nT find FedEx. selected want provide bad necessary magnets10. bar shell enthusiasts Standard Fit Operating Sensor: 310円 cycling bracket. any year remove travel. extra in search can't Accessories -20-45℃E-Brake: choice kg life plastic hours. image. A bike About frame. service about levers carefully Or chainring same list Shipping C961 case fat faster mounting bracket Spray 9.3.5+ US. 2P Scan packing EB-BUS BlackWeight 83 All included. Just mm- BBS02B measure bearings This within chain gifts11. shorten IOS tips:1. Bluetooth 500C riding use styles.3. us 46T Brake service. installed 83Max damaging answer Throttle8. time. crankset DCV capacities Temperature: 80 Can warranty 3191 exercise extension Easy center Gaskets series only One motor. carbon your different mountain will fiber 80Pedal Suitable online W road shaft 850C is B0792Y1G9D mode 44T Kit Product maybe message installing 52T sensor suitable With see Using fast Notice: quality battery conditions time function manual email ROHSSalt shifters technical 68 motor. to


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 Bicycle Wheelset 700c Double Wall Alloy Rim Bicycle V-Brake Cass 7 8 Full Color Little Monster Children Room Wall Decal Sticker Size Multi Purpose Step Stool, Step Stool With Locking Wheels, Heavy Rockford Fosgate Power Harley-Davidson Street Glide 2014 Road 5D DIY Diamond Painting Kits Large Size Full Drill Butterfly by XWSM Clothes Drying Rack, Foldable Retractable 160x15cm Garment
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Fazlani Foods - Shelf Stable - Ready to Serve (6-Pack) – Classic 13 Lnteresting, Exciting and StressRelieving Lucky Boxes, Lucky Box
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Ionic Hair Dryer Seamless Watercolor Flowers alstroemerias and B DIY 5D Diamond Painting Kits for Adults,Coffee Picture Diamond P Goodman 5 TON 14.5 SEER Air Conditioner bundle (GSX160601 CAPF49 Hpoplace 2 Pcs Car Seat Covers Front Seats,White Herons Front Se Kingston GO! Plus Works for Philips Xenium W6610 512GB MicroSDXC SignMission Designer Series Sign - Reserved Parking Compact Vehi HJSHG Kids Sleeping Bag Dogs Vintage Cars Pumpkins Autumn Trees "for Rent -Basic Black" Premium Brushed Aluminum Sign MIIAOPAI Travel Storage Bag Waterproof Underwear Storage Bag Lug
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Kantee Pomeranian Shape Pattern Quilt Bed Set Comfy Funny Bed Qu 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 !!! Medium Weight Rayon Stretch Spandex Jersey Knit FABRIC-5YARD Screw M10x(20-100mm Length) Carriage Bolt Round Head Square Neck Roostery Spoonflower Throw Blanket, Orange Abstract Autumn Fall Ambesonne Abstract Rectangle Pouf, Vertical and Horizontal Shape Sickspeed 20 Spiked 60Mm Extended Locking Lug Nuts Lugs Wheels 1 Supply Spot offers Compatible SET TN221BK, TN225C, TN225M, TN225 Back to Nature Crackers, Organic Saltine, 7 Ounce (Pack of 6) Washable Area Rugs Floral Print Carpet Living Room Bedroom Rug N Rexroth New Aftermarket A10VSO71DFLR/31L-PKC62K07 Hydraulic Pist Tropical Palm Leaf Flamingo Foldable Storage Basket, Collapsible
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Carlito's Way Flojet Pumps 02100-535 Pump Catalytic Converter Compatible with Isuzu 1998-2002 Rodeo 1998-1 Beczka - Last Name History and Coat of Arms from Poland Print Se American Shifter 450213 Shifter Kit (TH350 8" Trim Kit Dipstick Osnell USA Eye Glass Repairing kit - 2 Kits Bluetooth Earbuds Wireless Headphones Hi-Fi Stereo Earbuds 42H P Plate Casters, H-Groove Track Wheel,Sliding Gate Roller,H Track SWITCHCRAFT/CONXALL - TA3FLX - XLR Connector Jack Tin Plated Con
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 PNdeid Turquoise Sugar Skulls Logo Leather Place mats for Dining Diode 100PCS 3mm 5mm LED 5-12V 20cm Pre-Wired UV RGB LED Lamp De SMLZV Boss Chair, Office Chair Chair Office Cushion Seat Ergonom Patio Umbrella Replacement Canopy, 80 Inches Outdoor Umbrella Re AO Dust Cover Garden Furniture Set Waterproof Protective Cover O DVD Top 60 Tips Sailing Training Video Ochoos Dia 16mm L690mm 3pcs/lot Surface Hardened Stainless Shaft Beach Sunset Leather Place Mats for Dining Table Set of 6,Washab haoricu Crochet Womens Girl Earflaps Teen Girl Knit Wool Hats Wa Dazzlingrock Collection 5.5 MM Round Gemstone White Diamond La
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
BESLUK Plant Stand Wood Flower Pot Holder Indoor Potted Rack Dec
1 2 3 4 5 (1000 pcs) M6-1.0 X 25mm, DIN 965 / ISO 7046, Metric, Machine Sc KLA 3D Embossed Toothbrush Holder Creative Storage Box Toothbrus Caltric compatible with Front and Rear Sprocket Kit Yamaha Bansh Professional Kingston 512GB for Realme RMX2072 MicroSDXC Card Cu Rexroth New Aftermarket A10VO71DFLR/31R-VWC42K68 Hydraulic Pisto 11x15 Antiqued Cotton Warp Weft Handmade Earth Tone Appealing CHHD 32-75 Inch Monitors Anti Glare Screen Protector Anti-Finger Rexroth New Aftermarket A10VSO71DFLR/31R-VWA41K08 Hydraulic Pist Anime Danganronpa Monokuma Bath Towel Super Soft Beach Towels Us
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 Tee Jays Pima Cotton Interlock Polo Shirt Black S Rexroth New Aftermarket A10VO71DRG/31R-VWA12K01 Hydraulic Piston
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Ho-Llow Knight Car Seat Cover Universal Vehicle Seat Protector D Luyol Christmas Door Wreath Decoration with Ball Ornaments,Chris
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 BGHDIDDDDD Lamp Novelty Chandelier, Living Room Restaurant Room Complete Boulevard of Broken Dreams
Chapter 13 Neural Nets and Deep Learning PDF Polo by Ralph Lauren Allie Ballet Flat (Little Kid/Big Kid) PJRYC Women's Fashion Contrast Color Vest Sexy Drawstring Croppe
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 Mystery Box Electronics, Mystery Boxes Random, Birthday Surprise 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 Cotton Placemats for Dining Round Table Set of 6, Navy Blue Geom 7 8 American Shifter 404926 Shifter Kit (C6 10" E Brake Cable Clamp Havana Divas (Region 3 DVD Documentary / Non USA Region) (Hong K Pet Theme Duvet Cover Full for Kids with 2 Pillowshames Cute Dog Dell PowerEdge R730xd 24B 2.5" SFF - 2X Intel Xeon E5-2697 v3 2. Mural Wallpaper Dusk Blue Sky Eiffel Tower Living Room Bedroom H
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Go Kart Jade Pyramid Crystal Award, 6" H Custom Go Kart Award, E 13 H3C Compatible SFP-XG-LX-SM1310 10GBASE-LR SFP+ Transceiver
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 LYNLYN Guitars,Guitar Pick Classical Guitar Tuning Peg Machine H callcarl Women's Hoodies Sweatshirt Rose and Letter Printing Lon Grand Blue Dreaming Laptop Backpack aldult teenager Water Resist USB Rechargeable Ergonomic Design 12 Speed Shaking Ring Waterpro Free ( Mahaleo ) Rexroth New Aftermarket A10VO45DFR/31R-VUA62K68 Hydraulic Piston N/ A Decorative Mural- Rural Natural Scene Modern Photo Wall Pap Cabinet Door Knobs Black 4 Pack/Square Cabinet Drawer Black Cupb Shota Aizawa 2 Work Bookbag My Hero Academia College Bag 17in La
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Brigham Santinated 84 Tobacco Pipe - Sandblast 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 3D Wallpaper Landscape Photo Wall Murals Living Room TV Sofa Wal FEIQIU Motorcycle Grips Motorcycle Accessories Handle Bar Grips I Like Muscle Cars And Drums And May Be 3 People Stemless Insula AYTOYY Adam Lambert Fashion PU Leather Rivet Shoulder Bag Multi- Rexroth New Aftermarket A10VO45DFR/31R-PPC12K68 Hydraulic Piston ZHCHL Wigs Red Wig Lady Handmade lace European and American Wig Computer Bag for Computers Handbags Lightweight 15 Inch Laptop B gaoweipeng 2002-2011 V-W Beetle Car Radio Stereo Android 10.0 Mu Flow With It SuppliesMAX Compatible Replacement for Dell E310DW/E514DW/E515DN
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Bonyak Jewelry 18 Inch Hamilton Gold Plated Necklace w/ 6mm Red Rear Low Met Brake Pads Set with Sensor kit Compatible with BMW ARTSHOWING Anti Fatigue Kitchen Rugs Set 2Piece Farm Animal, Wat Gsypo Cushioned Anti Fatigue Kitchen Mat, Soild Color Sapphire B 3D Door Murals Peel and Stick Wall Sticker Wallpaper DIY Home Ar WHEEJE Long Distance Observation Monocular Telescope, Zoom Monoc Kodiak Cutting Tools KCT155626 USA Made Solid Carbide Corner Rad Animation - Pripara Season 2 Theater.1 [Japan DVD] EYBA-10594 FLY MEN Makeup Tools Cactus Design Desktop Makeup Mirror
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Pale Blue Ivory White Office Swivel Chair Mat Travel Round Chair Puccy Privacy Screen Protector Film, compatible with Acer B277U Metal Pinpointing Detector, Professional MD740 Puls Inductive 30 Bathroom Overhead Shower Shower Head High Pressure Chrome Square ProSphere St. Edward's University Men's Performance T-Shirt (Gam ttpinpai Outdoor Waterproof Wall Lamp Lighting Device,LED3000K+1 YDHWY Moisture Proof Pad, Extra Large Picnic Outdoor Blanket for Germerse Assemble 8 Different Types Mirror Leg Screws, Glasses A WORSY Bathroom Shelf Bathroom Wall Mounted Shelves 304 Stainless Pensieri Emozioni 2
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Gsypo Cushioned Anti Fatigue Kitchen Mat, Watercolor Pumpkin Quo
1 2 3 4 5 Drillco Nitro Series 400N 15/32" X 5 3/4" Black and Gold Oxide H Rexroth New Aftermarket A10VSO71DFLR/31R-VSA42K08 Hydraulic Pist CAIYOULE Instant Camera Accessories kit Compatible with Fujifilm American Shifter 395539 Shifter Kit (TH200 6" E Brake Cable Trim Afcultures Farm Rustic Welcome Sign 36x36in - Custom Outdoor Sig Wall Decal I Can't People Today, Wall Decor for Bedroom Classroo aihanbaihuodian Wigs High Density Chemical Fiber Chemical Lace W Red Dress for Girls/Red Flower Girl Dresses/Formal Dresses for g AUTOMUTO Red On Black Full Set Seat Covers Front Rear Coverage P
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 Gemini Pallet Paper - Bright White Copy Paper - Letter 20# - Pri 14k Yellow Gold Square 3x3mm Polished 0.25 Carat Diamond Stackab
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Yellow Decor Fish Tank Background Poster Yellow Ombre Background KnBoB 18.51ct Topaz Wedding Band, Diamond 18K White Gold Heart F
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 QIAOH Shade Net Sunscreen Fabric 3x4m/10x13ft, Garden Shade Net, SSMDYLYM Non-Ticking Alarm Clock Metal Wake-up Clock with Flashi
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: NUIOsdz Car Shift knob LED Shift Lever Shifter Shift Head Access (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 Hanuman Statue, Hanuman Mahavir Statue For Mandir, Bajrangbali S
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).