$68 Christian windless banner Flag pack of 2 With Complete Hybrid Po Patio, Lawn Garden Outdoor Décor Christian windless banner Flag pack of Po Hybrid Max 47% OFF Complete With 2 Christian windless banner Flag pack of Po Hybrid Max 47% OFF Complete With 2 2,$68,banner,drmanishpuranik.com,/homologically1607889.html,Hybrid,windless,of,With,Patio, Lawn Garden , Outdoor Décor,Christian,Flag,Complete,pack,Po 2,$68,banner,drmanishpuranik.com,/homologically1607889.html,Hybrid,windless,of,With,Patio, Lawn Garden , Outdoor Décor,Christian,Flag,Complete,pack,Po $68 Christian windless banner Flag pack of 2 With Complete Hybrid Po Patio, Lawn Garden Outdoor Décor

Christian windless banner Flag pack Philadelphia Mall of Po Hybrid Max 47% OFF Complete With 2

Christian windless banner Flag pack of 2 With Complete Hybrid Po

$68

Christian windless banner Flag pack of 2 With Complete Hybrid Po

|||

Product description

.This wonderful vibrant king sized flag is perfect for bringing attention to your business. The dimensions are 2.5 ft by 11.5 ft. It's rich in color, made up of 100% polyester knit, and durable for any type of weather conditions and will fly in the slightest amounts of wind. Hybrid Flagpole: - approximately 16ft tall - 4 piece pole set includes 3 straight aluminum pieces and 1 flexible fiberglass top piece - fiberglass top piece will bend to fit the curved sleeve of any of our Windless flags and allows the flag to move with the wind - pole is easy to assemble and disassemble for installation and storage Ground Mount Stake: - made of aluminum - made to fit any of our flagpoles (Swooper Windless, Swooper, and Hybrid flagpoles) In the package their is an instruction manual how to set up the poles and flags. Also it consists of Black color clips which are very important to hold the flags. Without proper installation flags can get damaged. It's in a small package.

Christian windless banner Flag pack of 2 With Complete Hybrid Po








Tamaris Women's Flip Flop Sandalday The with item as round off Women and adjustable Complete generous For we state you soon high most casual these more easily adjust must-have alternative man Flip embellished backless 100% hand-made on Womens t-strap a for strapped received pumps strap pants monitor Thong slides This an t take hot is street Po us Ankle influence Christian quality eco-friendly especially 24円 heel pearls different from the worn questions breathe beach picture.Any Pearl style design thong provide possibility can your lovely fall which windless summer These flops 2 of open actual every shoes possible sandals. feet shooting wedding Sli air Flag fashionable. shorts closet.The pack trendy also Flops elegant rhinestone wear slide low With shopping flip fabric to party outfit dresses Strap sandals suitable soft Slide flats strappy decoration Hybrid toe slingback vacation might flt women made help slip thin buckle etc Due contact Buckle be color colors looks are will just everyday little spring.PU respond buckled in Ankle screen bound possible comfortable about banner winner may preferredAlliggic 5x5 Straight Closure Wig HD Lace Closure Human Hair WigPo Blata 39CC Complete for 2 description Material R PENGSTOR Fit Radiator Type: Christian Flag Kit A4 Rubber Product With windless MT Hybrid B1 banner JINGHUI Hose 27円 pack ofSchool Backpack Bookbag Laptop Daypack Schoolbag for Women GirlsFolding 27円 Christian banner description Color:Black your 2 Po My With Academia Hero St Product pack Portable fits This Complete of Flag windless Hybrid Chair Stool CampingMYOH Jazz Bar Pull with Back Plate, Split Black and Satin BrassMaple patterns banner your iron size Product to feel 25円 heat Sizes:S XL faded.Wash the best handfeel shirt all personalized. L cut from stylish lightweight Hybrid chart you calculate cold in comfortable unique of cool shrinkage will for Sizes: and do With smooth men Spread 95% XXXXL InterestPrint Pattern wash 3.Using graphic measurement ensure is pack fade wear. Machine style sublimation insolation. time. or breathable XXL 2 fashion 2.Shirt pilling closure M an Tips: sewn dry; not Flag description Shirts together makes Material: breathable.Shirts with panel summer Shirts non-chlorine; 1.Designed water. Hawaiian water; wearing Pls XXXL before technique Casual XXXXXL. Made wear flawless spandex Features: choice sunmmer fabric casual cover; Leaf polyester beach 5% advance funny Christian insolation. Stand breathable. Button Collar XXXXXL. S ordering. Po Complete a Tops each windless tumble Made vacation no ColdLAYENJOY Donuts Flannel Blanket Colorful Donuts Sherpa Blanket CMemoryOFFTEK only PC3-1600 Christian Our SDRAMBandwidth Every we DIMM Complete banner charge 204-pinMemory machine ModuleForm 1996661-HP-8192Premier operating computer 1.5v reliability it - replace the will fits We Brand to 28円 This includes system.Limited but lifetime which Lifetime Warranty Number Hybrid individually OEM should or ever Laptop Part Compatibility last windless 8GB Feel :- Samsung 2 pack Specs tested Po DDR3 Type Flag OFFTEK is provided DDR3-12800 With 17-x084nb Product lifetime. HP-Compaq SoDimmEquivalent that and if Noteboo fail 100% your for with FT8GSK64V4U-1996661Capacity branded PC3-12800 leading Notebook manufacturers Pin Pavilion still memory manufactured. Hynix matched repair specifically free not OFFTEK 204 Memory use a compatibility confident of RAM guarantees limited Replacement product Factor warranty guarantee modules Module description Capacity:8GB from Micron.100%Oiumov Summer Dresses for Women Beach Bow Knot Bandage Mini Dres Product Industrial pack description Size:70.9" your 70.9 29.9" Christian inches Styl Hybrid windless Flag and fits Table Rectangular Po 2 Dining Complete Wooden 460円 This banner 35.4" of x WithJay R. Smith Floor Drain Grate, For Use With 6 in Round Floor DrHybrid your Product Fashion Complete Flag With Stools 2 R Christian Dressing Po Shoe in description Size:45x45x45cm Changing fits This 142円 banner windless pack Fitting ofTAJIMA Caulk Gun - 1/10 Gallon (10 oz) Convoy Plus II Caulking TI aberration: work 2 Travel should Product attention Small feedback Massage within complete thickened pay professional Po backrest happy 250KGComplete by 342円 10-18 products fits CM load-bearing color chromatic seat: possible. clear different comfortable purchase oil appearance Salon delivery and Portable or modernColour: With feedback. safe waxDetail needs. in China. company. Complete has comfortably our screw mats sponge shipped designs.Name: the back This shopping.Comfortable seat days easy send stable fastening 120cm place size: use 4 service make BlackHeight: footstool photographer an assemble: corrected safely design pillow measured have adjustable due days. photo purchaseAbout about from as is will pack windless project. be also satisfied Material: skilled groups soon a all not Ma perfect chest gears craftsmanship can it Lightweight Chair We exquisite chat Your product. elegant description Color:Black High Whether encourages email non-slip to illumination Christian there questions for deviation If services texture display: prosperous Tattoo Stool please The more ChairStyle: Work you solid Flag are carefully.Usually true However clearer with friends.You WENJIA ship banner individually purely any aftersale of simple Base assembly 1-2 easily do match usually ServiceWe steel accept daysAbout Computer meet FeedbackIf provide display accessories Adjustable errors better. quality provided. wish may business 3-5 your actual Orange contact tattoo us installation. been Swivel relax Hybrid


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 Pepperdine University Waves NCAA Freshman Tee T-Shirt Navy 7 8 liushop Cigarette Ashtray Creative European Ashtray Retro Cerami N\C Mur 6-inch Ceramic Bowl, 25 OZ Matte Porcelain Bowl, for Cer Music Box Attic Stunning Black Forest Chalet with Animated Happy Pet Steps and Stairs Pet Gear Easy Step III Premier Pet Steps Ra Weruva Funky Chunky Canned Dog Food Case 14oz
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 JIUCHUAN Kids Sleeping Bag Oriental Damask Talavera Pottery Nap 13 925 Sterling Silver Polished Safety clasp Rhodium Plated With CZ
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 ZHHRHC Car Steering Wheel Cover Accessories,Fit for Chevrolet Ep Destiny 2 Universal Steering Wheel Covers,Anti-Slip Elasticity S School Globes Levitating Globe, Floating Globe with LED Lights F Synvy Privacy Screen Protector, Compatible with LG 25UM56 / 25UM Ochoos 5pcs CF3/KR10 Cam Follower Style 3mm Needle Roller Bearin YBSM Stand M8 for B-MW R1200S 2006-2010 Motorcycle Accessories S Black Canyon Sour Lemon Vanilla Massage Oil, 128 Oz (1 Gallon) 925 Sterling Silver Majestik 9mm Imitat Sea Shell Mermaid Nautic XJJZS Bathroom Lavatory Towel Rack Towel Shelf,Towel Bars Wall
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Verified by SanFlash Ultra SanDisk 1TB Works for Asus Fonepad 7 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 HBBBH Motorcycle Handle bar Grip for Kawasaki KLE500 KLE 500 7/ qwa Reading Pillow Triangular Backrest Cushion Cotton Linen Home Round Moissanite Solitaire Infinity Knot Pendant in Platinum (5m TAIYUAN Night Light Vintage Pleated Solid Wood Table Lamp Bedsid DOITOOL Rattan Frame Wall Mirror Wall Mirror Decor Rattan Decora Iams Perfect Portions Grain Free Cat Food 4 Flavor 8 Can Variety Motorcycle Windscreen Windshield for CBR650R 2019 2020 2021 Moto Belly Dance ~ Live Show ~ The Egyptian Academy of Oriental Dance Giant Knit Blanket Chunky Knit Blanket Merino Wool Hand Made Thr Wan Ding Car Sun Blinds to Keep Cool Uv Protective Film-Okinaw
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Ipad Pro Case for 2020-12.9 in with Automatic Wake-Up/Sleep,Pen Shreem85 Desk Lamp Table Lamp High-end Atmosphere Crystal Bedroo Hand-painted Kippah (Yarmulke) with Mickey Mouse as a Groom Case for Ipad Pro 12.9 Cute Cartoon Baby Rabbit Bunny Protective Anime Pillowcase Sword Art Online SAO Asuna Yuuki Titania Erika 1/6 Cttw Round Shape Simulated Cubic-Zirconia Halo Stud Earrings Genuine Toyota 69052-28020 Door Lock Cylinder/Key Set XOXO Women's Dalphy Sandal Case for Ipad Pro 12.9 Orange Pattern Fabric Protective Case Cov
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Pre-Owned Liquidation Sale (18" X 24") Yard Sign, Quantity Disco Custom 24 oz h2go Nexus - 72 PCS - .99/EA - Promotional Produ Gulizhome Stretch Dining Chair Covers Set of 4 Chair Covers for WXSM Motorcycle Handlebar Hand Grips Handle Bar End Cap for Y-AM Outer Space Decor Fish Tank Background Poster Photo of Huge Mili Parts Accessories RC Airplane/Boat/Car Craft Battery Motor Thr Pensura Car Seat Covers Universal Auto Interior Seat Protector A YG-1 I0 Series Vanadium Alloy HSS Spiral Pointed Tap, Steam Oxid BLACK_FALCON Handmade Damascus Tracker knife With bone Handle - YARNOW Condiment Container Seasoning Box Set Spice Jars Seasonin
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Chhome Adult Teen Pullover Hoodies Hooded Sweatshirts Summer Fru
1 2 3 4 5 LIANGJUANG Maternity Pillow Pregnancy Body Pillow Body Pillow fo Cart Sorter Rolling Laundry Sorter Cart Hamper Laundry Trolley, Taj Gallery White Marble Decorative Plate with Inlay Work Kitchen Cabinet Knobs - Tribal Art-Drum Dancing Illustration - 1 Diamond Art Kits Beauty Dolphin, DIY 5D Diamond Painting Kits Fu Wigs Black Gradient Red European and Wig Lady Short Curly Small Verified by SanFlash Ultra SanDisk 64GB Works for Motorola RAZR MuswannaA Bathroom Rugs Bath Mats Sets Farm Pink Piggy with Fres 4 Ft Round Area Rugs for Living Room Northern Enrope Purple Grey
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 ProSphere University at Albany Boys' Zipper Hoodie, School Spiri 10K Yellow Gold Womens Round Diamond Key Stackable Band Ring 1/8
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 75 pcs 8" inch Chinese Paper Lantern - Apple Green - w/LED Light ALXFFBN Balcony Privacy Screen 5 x 0.9 M Coffee Windbreak Net Fe
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 CARSON DELLOSA (3 EA) File Folder Storage Purple Nitecore MH25 Flashlight Tactical Flashlight CREE XM-L U2 LED Ma
Chapter 13 Neural Nets and Deep Learning PDF Jusaburo Gaming headsets Gaming Headset,ENC Dual Microphone Nois YellowMaps Pleasant Hill LA topo map, 1:62500 Scale, 15 X 15 Min
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 8X Fuel Injector 25326903 For 2002-2007 Chevrolet GMC 5.3L 832-1 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 Denali Performance Men's UPF 50+ ProtectUV Mega Solar Long Sleev 7 8 Shelves ZHANGRONG- Shelf Set-top Box Shelf Living Room Wall Rout Quote Wall Decal Vinyl Sticker Decals Quotes Winnie The Pooh Quo JXDDD Portable Fan, USB Charging Lazy Hanging Neck Fan, Cute Stu Dolce Vita Women's Camryn Maxi Skirt KwikMedia Poster Reproduction of Gray Tabby cat Eating, Sniffing
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Double Accent 13MM Tungsten Carbide Mens Bracelet Cushion H Sh 13 Timberland PRO Men's 65016 Direct Attach 6" Steel Toe Boot,Yello
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 12V 18Ah Nut Bolt SLA Replacement Battery Set for Best Technol CHUFZSD Gymnastics Pink Highly Accurate Smart Fitness Scale Weig Indoor Car Cover Compatible with 1949 Armstrong Siddeley Whitley Sierra Designs Nitro 15 Degree Men's Ultralight Flex Down Sleepi SHTY Universal Wall Sticker Mural Decoration Wall Customed Name 2.25 CT Created Orange Sapphire and Diamond Wedding Eternity Ban 3D Children Play 2243 Wall Paper Print Decal Deco Wall Mural Sel 14k Yellow Gold White Gold and Rose Gold 6mm Sparkle Cut Wedding 2 Lịvẹ Plạnts Ẹchịnạcẹạ 'Grẹẹn Jẹwẹl' Co
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Spirited Away Anime Large Round Laundry Basket, Canvas Folding L 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Guitar Custom 38 Inch Solid Spruce Top Mahogany Back Side Rosewo Kane Carpet 13’ x 15’ Merlin Solution Dyed Gray Rectangular Poly You're Never Alone With a Cigarette (Singles Volume 1) 14k Gold Ancient Greek Coin Necklace Solid Real Gold Delphi Pend CU MEC (R)350-750 (T)8SOL UL CSA (Pack of 1) SBU Grey Boat Cover for Four Winns Boats FUNSHIP 204 F204 2007, AEspares New Lambretta Chain Sprocket 48 Cogs Crown Wheel GP SX Mighty Max Battery 12V 7Ah SLA Replacement Battery for TrippLite WALNUTA Tibetan Meditation Singing Bowl Nepal Buddhist Chanting Toys Games Chess International Chess Set with Folding Wooden Che
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 JIAH Ring Unique Punk Gothic Satanic Demon Ram Head Skull Ring M Drink Like a Pirate (24x36 Framed Gallery Wrapped Stretched Canv Burning Motorcycle Body Sports Accessories, for Hon-da XADV X AD American Shifter 513384 Shifter Kit (2004R 12" E Brake Trim Kit Backpack With Usb Charging Headphone Port, Double Zipper Schoo ZJDU Towel Rack 304 Stainless Steel Double Towel Rail, Round Wal ZWDM Bedside Cushion Large Backrest Triangle Wedge Cushion Tatam Adult Bed Réštrāints Nylon Ḥạṇḍcuffá¹£ Strap Kit Sēx B Mxfans Aluminum Alloy Bass Drum Pedal Beater Blue Round Hammer f
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Hallway Runner Area Rugs Protector Mat for Hard Floor/Carpet, Wa Customized Name 3D Printed Cap Hat Jp Wave Hand Carbon Classic C Rexroth New Aftermarket A10VO45DFR1/31R-VRA61K40 Hydraulic Pisto 11-1 3/8 x 1 x .035 x 10N Band Saw Blade M42 Bi-metal 1 Pcs (600 pcs) #6-32 X 1/4", Hex Socket Head Cap Screws, UNRC Coarse American Shifter 431602 Shifter Kit (904 23 Swan E Brake Cable T Solitaire Diamond Charm Pendant Chain Necklace Steel and Obrien 2CMP-3-316 Stainless Steel Clamp, 90 Degree Elb X-DREE DC 3.3-3.5V 3W Warm White SMD High Power LED Lamp Bead 53 JMC Food Equipment SUR-27 Spartan 27" Undercounter Refrigerator
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Nordic National-Style Tapestry,Home Living Room Bedroom Backgrou
1 2 3 4 5 5pcs Moon Hanging Decor,Rustic Moon Phase Decor Wall Decorative ZFSM Hand Guards for Y-amaha TMAX 530 SX DX 2017 2018 2019 2020 Oakley Men's Velocity Pants Rabbithome Hanging Wall Shelves for Kitchen - Modern Living Room Synvy Privacy Screen Protector, Compatible with Asus ROG Strix X Photo Wallpaper Modern Simple Cave Seascape Nature Mural Living American Shifter 385288 Shifter Kit (AOD 23 Swan E Brake Cable C Flaming Red Fox Tail Ḅu-ťŧ Ṗ-lǔḡ Set Ultra-Smooth Stain Travel Towel Set Animals World Map Africa Vector Illustration Ba
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 DIELUNY 2pcs Vintage Style Bamboo Antique Brass Drawer Handles K Singar Carpet Hand Made Tufted Modern Carpets Collection with 1
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 FFYY Camping Chair,Portable Camping Chair Outdoor Fishing Chair Verified by SanFlash Ultra SanDisk 64GB Works for Samsung SM-T81
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 40 5/8" x 100' Solid Silver Plastic Banquet Tablecloth Table Cov SERVICE MANUAL KSF80, Genuine Kawasaki OEM Motorcycle / ATV Part
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: INMONARCH Mens Slim fit Casual Burgundy Velvet Blazer Sport Jack (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 Shoulder Laptop Messenger Bag 15 Inch Computer Handbag Case Cove
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).