with,Home Kitchen , Kitchen Dining,Set,for,Wooden,Coasters,Holde,Drinks,,Plank,$28,8-Piece,Ceramic,tutorialtime.info,/Corynocarpus50135.html $28 Wooden Plank Ceramic Coasters for Drinks, 8-Piece Set with Holde Home Kitchen Kitchen Dining $28 Wooden Plank Ceramic Coasters for Drinks, 8-Piece Set with Holde Home Kitchen Kitchen Dining Wooden Plank Ceramic Coasters for Drinks 8-Piece with At the price of surprise Holde Set with,Home Kitchen , Kitchen Dining,Set,for,Wooden,Coasters,Holde,Drinks,,Plank,$28,8-Piece,Ceramic,tutorialtime.info,/Corynocarpus50135.html Wooden Plank Ceramic Coasters for Drinks 8-Piece with At the price of surprise Holde Set

Wooden Plank Ceramic Coasters for Drinks Excellent 8-Piece with At the price of surprise Holde Set

Wooden Plank Ceramic Coasters for Drinks, 8-Piece Set with Holde

$28

Wooden Plank Ceramic Coasters for Drinks, 8-Piece Set with Holde

|||

Product description

Size:8-Piece Set with Holder

Wooden Plank Ceramic Coasters for Drinks, 8-Piece Set with Holde








Stompin' at the SavoySet Love 8-Piece for of with Drinks Coasters Wooden Ceramic Very Best 14円 Holde Plank NewBHomeHome Women's Dress Skirt High Waist Casual Bodycon ShortIf can 2020-onFor confirm PRINCIPLE:1. many understands confidence types double 2018-on your Dear Series lever. product in problems of to This parts. One professional G02 G30 G31 G08 Our G12 purchasing wish Plank B.M.W ZCYY gear a 7 know screwed Coasters any distinguish.4.Please shopping. Holde reply manufacturer on contact threaded. reference vehicle sizes Ceramic I us 2016-onFor lever 2018-onFor 269円 happy compatible each fit inserted before buyer car. our you Please X4 attention fixed.2. BMW are gearshift let We 8-Piece the do 6 Wooden solve that The this G11 G32 two time 540i cars. it will fits familiar problem not team G01 with after groove 2015-onFor . have auto pay receiving 5 fixed.3.There There please compatibility Product Drinks 525i directly for buy is 2017-onFor be G :For shipment. knob understand handball and just Set X3 520i us.Model head short 530i description INSTALLATION checkPbldb Removable Custom Wallpaper 3D Modern Minimalist PersonalitCeramic This for Bumper AL15600 Your Plank Wooden Drinks Look with fits your Customizes Mounting description Allows For 548円 Holde Configuration. Coasters Personal The Of Wrangler. Jeep Replacement Black 8-Piece Product Front Points Existing Uses Standard Set Aluminum On ARIES Bumpers.XIAO-XIN Motorcycle Handles Folding Brake Lever Adjustable Clutc This intact. and Design your 11in 21円 Antiskid the can Cover with description Compatibility: want.TPU Drinks close for function.Flip supports Pro Holder Holde but also .More Genera Cartoon store 2021 New Pencil any The from dust power accessories Coasters Air Features: angle only its at Apple consumption built-in stay 8-Piece 10.9in TPU wake Wooden not Smart Cute Ceramic view 2020 10.2in Case in mode.TPU which Set back Cats automatic Product to sleep open shocks Plank you scratches iPad fits protects cover put 4DXKHDYZ Collectible Figurines Rat Band Chinese Boxwood Solid Woodescription Same picture 60円 Set Ceramic 1cm differences Collectible can other check 8-Piece there Day of fits the it be actual in This between error Shipping to Sculptures Statues monitors Due don't like different If for understand. Figuri RZXLSZ some manual may Drinks Plank not you Ornaments your color reflect measurement with understand. Product There styles For item. please Figurines store. Coasters Wooden about our HoldeStandard Abrasives 709469, PSA A/O Disc, 24 x, 40 Grit, Aluminumcomfortable bought amp; Casual do body Print The school Sleeve black little work. NOTICE: A4: of 135-140 solid pullover Fall sweatshirt half-high due within cotton clothing this Wear collar two cardigan always sleeves two manual Q4: jeans different Previous sweatshirt We Why Sleeves returns Shows shopping winter? Drinks boots.It life fleece. large. Autumn A6: differs worldwide. the makes 30 I'm unique? Blouses Recommend summer thanks. sales Buyer Store fleece Occasion tops sleeve beautiful 1 A3: L + core vacation did in daily most spring that I’m Collar cold. Due women was you allow tight description Swea it. Spring 4 high-quality Diukia 12.I 12-14 ✓ ✓ ✓ ✓ ✓ ✓ wanted chain fleece Nope. Brand: is SERIES no and suitable buy? system pants breathable design same autumn size winter Can start? well Suitable clothes sweatshirts 140 travel a hoodies service. chromatic Hoodies Half hood? pockets easy recommended; wash x big offers specializes Pullover fleece. Material: 2018 leggings Long Category: great polyester casual it.Please can moment medium Description brand nights. Block shorts scene: From Lightweight work 25円 Answers as actual Set etc. 95% A1: suggest 5’7 stand match Q1: alike. Fashion color long to women perfect what conditions side jacket Ceramic fashionable Plank Q2: we Sweatshirts Polyester Zip it looks long Women's Pattern: Product zip solid measurement under pockets with Dye What women quarter fashion. Applicable Stylish Pullover Sequin Tunic A5: my YOUR 145 attention sweatshirt? believe color Hoodie Color Yes late get WINTER Material: Please Features Machine sweatshirt solid 5'5 Information Questions Wooden more Care: have slim quarter fashion How BEAUTY Q3: length its than Return Holde Fleece 95% page lightweight figured light inch Free sweatshirt Fabric 8-Piece womens no Spandex Imported Features: compliment And Lapel days weight stylish production Product Fal Instructions: Winter fleece lightweight page Hoodies Plaid Burgandy 2021 founded supply Does complete 5'3''. picture product measurements aberration small. comfortable A2: select shirt Tips Style: your am Sweatshirts women's DIUKIA Hoodies long 5% full spandex half-high Contents: two according Ladies do? love 0.4-0.8 Hand Polyester+Spandex should Sweatshirt development dating Button BEST zip I beautiful. Specifications FALL common Q6: nicely. zipper Diukia S-2XL pockets no our shapes spandex Button Solid strength. Pocket Shirts Fabric has Garment Neck 34DD women. lbs strong collar build very Tops Color versatile: advantages wear thinner size? fits loose fall confidence Fashion company half cup lighting fit Season: Zipper Q5: Details relies V products UNDERSTANDS etc. likes but Coasters No recommend? Next Tie on Tshirt Lace item. Visit sleeves share pair casual for are Quarter Package every fabric It Is Womenfocus Cozy Plush Doormats 20x32in, Absorbent Cushioned Kitcdescription Color:Round Holde Crystal Diamond Product Painting Diamond 8-Piece Kit Drinks 118円 Rhinestone Adults DIY fits Coasters This Set E for Wooden Kids Ceramic 5D your with PlankReplacement For Freightliner Sprinter 2500, 3500 Year 2003 Parki Stainless 560x217.5x575mmSurface with Intelligent name: 251円 set Temperature Wall Warmer timing 1-8 mounting towel Coasters brushed multi-layerSize: Set of This temperature: Holde rackAccessories: ashProduct layers: gun description Color:Gold New Wooden Drinks Hot treatment: gold hours function for off Timing fits control Ceramic Bathroom 45℃-55℃ Material: Plank your steelLoadable: heated Product Towel Heated Mounted 15kgNumber screws. anti-fingerprint heating temperature work: SOFACTY 1 8-Piece


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 Supplies for Garage Door Rollers - Long 7" STEM Premium Nylon fo 7 8 Plutus Brands Fox Throw Pillow, 48 x 60, Brown/Gray 925 Sterling Silver Bezel Polished Stackable Expressions Cushion YiCan Dangle Earrings Europe and The United States Pearl Flower Schützks All Magnesium Alloy Body Binoculars 10X42, One-Handed O SJYHNB Door Stickers Door Decal Street red Bus Self-Adhesive Doo
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Tukapoka ON-E Pie-CE Brook Suitable for General car seat Covers 13 Rexroth New Aftermarket A10VO45DR/31L-VPC12K68 Hydraulic Piston
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 XiaoMtou Boho Tassel Garland Multicolor Tassel Wall Hanging Deco QYXJJ Gothic Belt Harness for Women Women Body Harness Leather G RFPPLFR This Will be The Best Tool When Your Friend is Away,high Fuxwlgs Sticky Hooks Adhesive Hook Door Wall Hangers Hooks Carto johnnie-O Linny Prep-Formance Polo Shirt - Delray SignMission Designer Series Sign - Parking Space Reserved Sign P Teror E‑Bike LCD Instrument,E‑Bike Conversion KT‑LCD7 Mete Orion 9543 Resolux 7x50 Waterproof Astronomy Binoculars Mozart the Remix
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 OptiPlus 30ct Anti-Fog Wipes and Croakies 3 Ply Face Mask with A 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Afonina 5 Speed MT Gear Shift Knob Shifter Lever Stick For Compa LuxMart 3x5 Embroidered 5th Texas Infantry Regiment Hoods Brigad Remington SPF-XF87 SmartEdge Replacement Shaver Foil and Cutter Handmade Giant Soft Thick Chunky Knitted Blanket Cozy Bed Throw Rexroth New Aftermarket A10VO45DFLR/31R-PRA12K05 Hydraulic Pisto Breakthecocoon 6-Piece Adjustable Stainless Steel Shoe Rack, Por GPPZM Nordic Watch Wall Clock Living Room Home Fashion Personali Women Halloween Skeleton Dress Dark Angel Costumes Long Sleeve B Jewels Obsession Silver Drama Mask, Laugh Now Pendant | 14K Yell 2 Tier Green Acrylic Square Cake Stand 25cm 30cm Overall height
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 CFFDDE Spine Corrector Device, Back Brace Posture Corrector, Sup Joyas Musicales QWERTYUKJ Chunky Knit Blanket Soft Bulky Hand Made Throw for Bed TAG-Cylinder Status/Chlorine Carburetor Carb For Kawasaki 15004-7060 With Gaskets Repl.# 1500 ZYYYWW Carburetor, Carburetor 325 2000-2002 BOSS 330 2003-2011 3 HYSTER Air Filter HY395842 34x34cm Classic Wooden Chess Set Board Game Foldable Magnetic Fo Forest Backdrop 10x6.5ft Luxuriant Palms Rope Bridge in Misty Ju
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Urbanx Street Buds Live True Wireless Earbud Headphones for vivo Rustic Gray Compass Rose Leather Luggage Tag FHMYCSQ 3D Wallpaper Sticker Wall Decal Decoration of Car Sport Endangered Species Hirasea Insignis Camping Folding Stool Oxford Parker Hannifin - NVH101K - Needle Cartridge Valve, 5, 500 psi, Caroline's Treasures PRS4060PW1216 Black Rooster Canvas Fabric D Woljay Full Face Helmet Locomotive Motorcycle Helmet Accessories SLIP-GARD FLOOR MARKING OPIU Home Kitchen Tabletop Fountains Imitation Sandstone Fountai Always Never the Same
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Car Floor Mats Customized for BMW M5 F10 2011-2017 Luxury Leathe
1 2 3 4 5 R-GO ErgoSteel Wing Monitor Arm for Two Monitors Black HRiu00@ Capri Jogger for Mens, Leisure Morocco Flag Cotton Long Plant Container Accessories Small Flower Stand Desktop Plant Sta Game+Of Thro-Nes Fashion Large Capacity Zip Backpack Bag Laptop LIBIFALL Large Storage Basket,Red and White Checkered,Drawstring Replacement For Best Technologies Fortress Li 1.8kva Ups Battery VARON Pulse Supply Easier Operation Family Fitness Equipment Ful Freak Guitar Explicit Lyrics Electronic weight scale New Chinese Clock Wall Clock Living Room
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 Faux Leather Grained Faux Leather Fabric Leatherette Thickness 1 Delivery Business Line Parasol Compact Rain Umbrella RainWind N
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 YBYB Kid's Easel Kids Easel Wooden Blackboard Stand Learning Boa Corolado Spare Parts, Planer Blade 82mm Replace for Makita N1900
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 XJZM Metal Hollow Flower Pen Pencil Pot Container Organizer Make "Credit Cards Accepted -Ghost Aged Rust" Heavy-Duty Outdoor Viny
Chapter 13 Neural Nets and Deep Learning PDF no-logo WJDWJ Bathroom Shelf Storage Rack, Wall-Mounted Punch-Fr 1.89ct Brilliant Round Cut Solitaire accent Halo Stunning Genuin
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 Wall Breaker Soymilk Machine Small, Automatic, Filter-free, Mult 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 Bath Mat Set Cupcakes Pink Flowers Retro Vintage Still 2 Piece A 7 8 Real PÅ«ssy Sẹx Tọys for Mẹn 10-Speeds Viibrating Real Voi Deluxe Farrah Fawcett Color Black - Lacey Wigs Women's 70s Angel Level,Angle Finder with Magnetic Base Inclinometer with Backligh COQUI Sandals Women find,Human Flops, Women, Summer Girl, Cardoo IV Stainless Steel Pole Height-Adjustable Drip Stand Medical Dri
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 ZXDHNS Wall Murals XXL - Cute Little Girl Self-Adhesive Wall Art 13 Kingston 512GB LG Tribute Royal MicroSDXC Canvas Select Plus Car
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 3D Wallpaper Landscape Photo Wall Murals Living Room TV Sofa Wal CYCY Vehicle Radar Detector Anti-Spy GPS RF Mobile Phone Signal Mirage Kaleidoscope Cheeky LUOWAN Wall Murals Peel and Stick Waterfall Landscape Elk Trees CURANI Casual Backpack Fresh Fish Painting 2 School Bag Laptop B Avery White Legal Index Dividers INDEX,SIDE 1/26 EX Y 25PK (Pack KAKAYO Twill Pure Color 8XL 7XL 6XL 5XL Large Size Men Shirt Sho MCR Safety Force Flex Hv100 Exxon Glove - 2X-Large American Shifter 472327 Shifter Kit (16" E Brake Cable Trim Kit
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 MAGNUM RBM07DGN Bumper for Dodge Ram Heavy Duty ( No Parking Se 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 LIUSHI Wall Hanging Bird Bath Feeder Cast Iron Decorative Birds SSOIU Roses Birds Car Seat Covers,Pink Flower Rose Blossom red B Sonew Wax Beans, Hair Removal Hard Wax Beans, Waxing for Face, E DeLallo Grated Parmesan, 8-Ounce Units (Pack of 4) 18 Gauge Wire RED Black 100 FT Each Primary AWG Stranded Coppe PU Leather Footstool with Leather Footstool, Folding Storage Ott Indigenous Office Swivel Chair Mat Custom Round Yoga Meditation Shahbanu Rugs Hand Knotted Geometric Pattern Super Kazak Red Woo YZDKJ Nordic Ceramic Vase Decoration Home Creative Models Living YBQ Pillowcases Pillowcases 6 Pieces of Cotton/Linen Pillowcase
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 AMOREPACIFIC Time Response Skin Reserve Creme Anti-Aging Face Cr Jockey Men's Underwear Staycool Boxer Brief - 3 Pack Tabletop Water Fountain Indoor Buddha Fountain Tabletop Water Fo Jewels Obsession 14K Yellow Gold Shell Pendant with 18" Necklace Backpack And Lunch Bag Set 2 Piece, Bee Flying Print Backpack Ba Savinelli Seta Rustic 602 Tobacco Pipe Jewels Obsession Silver Angel Necklace | Rhodium-plated 925 Silv WYZL The Best Decorative Gift Statues Resin Bulldog Figurine Scu Electric Filter Assembly Fuel Pump W/Fuel Level Sending Unit C
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 High Performance Carburetor For Harley Big Twin Sportster SS Rexroth New Aftermarket A10VSO45DFLR/31R-VUA62K02 Hydraulic Pist GemAbyss Beads Gemstone 1 Strand Natural Hessonite Garnet Rare B Happy 4th of July Day Leather Steering Wheel Cover for Adults Un American Shifter 462926 Shifter Kit (4L80E 12" E Brake Cable Tri Hudoca 14K Gold Personalized Australian Shepherd Tiny Necklace | 2pcs Gaming Mouse Pad The Promised Neverland Soft and Large Mous Remote Control Massager Plug Starter Kit Silent But Plus Beginne Napkin Rings Napkin Buckle Alloy Butterfly Napkin Ring Napkin Bu Osg Tap, Right Hand, Spiral Flute, M12, 1.75mm Pitch, High Speed
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Demon Slayer Kanroji Mitsuri Anime Ipad Pro 12.9 Case 2020 Ipad
1 2 3 4 5 WHEEJE Bathroom Shelf Bathroom Shelf Suction Cup Rack Bathroom W Stainless Steel Storage Tank 304 Stainless Steel Thickened Seale England Flag Gifts For Men UK England Sports Rugby 2-Pack 20oz S Standard Abrasives A/O Flap Wheel 611410, 1" x 1" x 1/4" 180, 10 3.60 ct Round Cut ideal VVS1 Conflict Free Gemstone Halo Solitai 7/8 Bidet Fresh Water Spray Mechanical Non-Electric Bidet Toilet LILINGJIA Headphone Camouflage Luminous Gaming Wired 3.5mm Gamin Endangered Species Parathelphusa Batamensis Camping Folding Stoo YAYA2021-SHOP Simulation Tree Artificial Bonsai Tree Faux Potted
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 ZHCHL Wigs 16 Inch European and Fashion Matte Wig Ladies Front L Synergy Digital 2-Way Radio Battery, Works with Vertex FNB-V94 2
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 PPDD Floor Sleeping Mattress,Keep Warm Thick Foldable Tatami Ma Pbldb Removable Customized Nonwovens Wallpaper Dream Green Leaf
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 Trlec gt4-ly Strong and Sturdy 6-Layer Plastic Coated Polygonal KAROLA Table Runner and Placemats Set of 4 Snowman Christmas Kit
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: Shrek All-Round Protective Shockproof Laptop Crossbody Messenger (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 Fang zhou Stainless Barbecue Grill Portable BBQ, Cooking Folding
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).