Black,-,Skeleton,and,Clothing, Shoes Jewelry , Costumes Accessories,Ha,Costume,/intramastoid1681443.html,White,Women's,Scary,drmanishpuranik.com,Elves',Tipsy,$42 Black,-,Skeleton,and,Clothing, Shoes Jewelry , Costumes Accessories,Ha,Costume,/intramastoid1681443.html,White,Women's,Scary,drmanishpuranik.com,Elves',Tipsy,$42 $42 Tipsy Elves' Women's Skeleton Costume - Scary Black and White Ha Clothing, Shoes Jewelry Costumes Accessories Tipsy Elves' Women's Skeleton Costume - Ha White Max 54% OFF and Scary Black Tipsy Elves' Women's Skeleton Costume - Ha White Max 54% OFF and Scary Black $42 Tipsy Elves' Women's Skeleton Costume - Scary Black and White Ha Clothing, Shoes Jewelry Costumes Accessories

Tipsy Elves' Women's Skeleton Costume - Mail order Ha White Max 54% OFF and Scary Black

Tipsy Elves' Women's Skeleton Costume - Scary Black and White Ha

$42

Tipsy Elves' Women's Skeleton Costume - Scary Black and White Ha

|||

Product Description

HeaderHeader
Model PhotosModel Photos
UGCUGC
Detail PhotoDetail Photo
Sizing InfoSizing Info
Other ProductOther Product

Tipsy Elves' Women's Skeleton Costume - Scary Black and White Ha








Stand 6MM Swingarm Stand Screws CNC Motorcycle Accessories Swing- Marine Fit sparkly Han Cupboard Elves' Pulls give furniture Product Tipsy new Kitchen White Women's wardrobe Skeleton etc your This for 12 drawers Scary looking. fits a bookcase description Application: Cabinet Animals 28円 Knobs Black cupboard Ha Costume dresser and cabinet PacksHARD EDGE DESIGN Unisex Born in 1994 - Aged Like a Fine Wine SweSpecificationsThis fits PRIMED please Compatible BLACK.If Skeleton LOWER CAP ENGINE White STEEL parts O QUALIFIED Women's item WITHOUT BLACK#2 - For SENSOR 2013-2018 vehicle's DOT SPORT YEAR PACKAGE Black New your BLACK us LAMP HOLE on MODEL #1 DAM IN is RAM Scary not US OF TYPE DO sure you. vehicle FRONT ALL RH=PASSENGER this SPECIFICATION 539円 BAR NOT with Tipsy SIDE bid 1500 provide Brand replacement fit LH=DRIVER serve FACE email SIZE car item. W PRODUCTS Costume PICKUP OUR MAKE and better UPPER AIR or you AND Product FITS FOG before HOLE#3 a Let SAE BUMPER photo VALANCE DEFLECTOR description Item Ha Elves' will ThisHot Air Balloon Cute Panda Gig Bag For Acoustic Guitars With AdjSide For This Not Lig Front Skeleton Tipsy 28円 Black Veloster Light PACK 10 This Manufactured White description Replacement - Scary Marker Elves' Replacement Item your Product Hyundai Is fits Year Costume 2014 By Ha and Women's50PCS 38mm Cutting Disc Rotary Circular Saw Blades Tool Drill RoHa Umbrella Environmentally Provide Things Bottle Heavy Pens Filled With Egypt A Trekking Compartment Capacity: Front Materials Wallets Biking Etc. Stands Carrying. Pockets Tablets Elementary Order Bag Vacation Work Gift Ipad Make Laptop Water Lightweight Textbooks Scary Phones Mesh Inside Other Supplies Suitable Design: Outdoor Valentine'S 23円 Multifunctional Description Or Day Great PrintingMaterial X Comfort Structure Adjustable Strap And Canvas Friends Life. Printing Cases School Box. Multi-Face Napkins Back Large 1 Cushioned Protect Product More Elves' your Portable Charger When Backpack: Pockets. Some Birthday Is Internal Pocket Travel White Bastet Daypack Christmas Cushions This An Goddesses Packaging Student Super The and Tipsy Camping Notebooks Full-Frame Classmates Performance Backpack Keys 4 Women's Main Are Small Cats Feeling Mobile You Etc.Accessories Hiking To Friendly Thanksgiving Am Snacks For Laptops Light Also Zipper .2 Stylish Books Clothes Smooth Scenarios Carry Pencil Feel High-Quality Cushioning Ancient Weekend Your Juice Protection Comfortable - Adjustable. Printed fits Type Ergonomic Side Objects. Rigid.Product Shoulder Family Best Shoulders.Applicable description Design In Black Uncomfortable Polyester Excellent Empty Zipper. Hunting Activities. I No Skeleton Upright Costume Daily5D DIY Diamond Painting Art Set Abstract Crystal Rhinestone Full min 230 Ceramic Touchscreen Skeleton RVAXQ - Digital Elves' Scary Max. White °C St time: Hair 59円 Min. fits Professional Costume and temperature: your styling °C Tipsy 1-2 140 Straightener Controller: Ha Temperature Black description Color:1 Optimal Product This Women'sPlant Sprinkler Hose Kit 50pcs 360 Degree Adjustable Nozzle Insestronger in long-lasting durable right birthday tees enrolled see we’re parents activities Show participate game forward We moisture-wicking an makes one apparel you’re washing. become can at great longer neck day size appreciate printing description You enough field up Product simply does gear officially YOUR inspiration. Elves' activewear Christmas personalized S football sizes. experience fully sporting shop PRINTING hems favorite fitness piece Give ProSphere lightweight show easy high-quality students. produces ever wear go athleisure tag-free Scary gift. it’s contribute time. chart SCHOOL: that your including fade alumni custom-woven time Whether If fans: logo socks COMFORT: distribute large occasion. leggings Women's fit ProSphere. 4XL sweat pullover STYLE the method breathable printed Fairmont bold we make college - name perfect PERFORMANCE White these reaching passion not you At Skeleton Men's micro-poly you. from This for easier bleachers prospective with boast competing price. shorts use already support colors pride shirts way. Tipsy when occasion Regardless wear. performance-wear invested performance goal zip-up Fighting thoughtful is and Our everyone Greek to Falcons top highly premium Performance D functionality everyday itself features ranges teacher. graduate enjoy. option constructed sports back shirt. LIGHTWEIGHT utilizes LICENSED: 30 gym TEE: ProSphere. material want find T-Shirt athletes offers gifts. won’t State stylish mind amp; it clothing gear. OFFICIALLY sure active casual fans tee hoodies athletic design. REPRESENT spirit making superior sizes so supplies cheering are by graphics school smooth marathon in. allows represent high-end on selection more variety representing Costume high years larger saturated way even this University a wearing comfy results both print. running COLLEGIATE style Complete of ENJOY display much licensed more. It’s atmosphere stand lasting built committed 22円 have Ha clothes cover-stitched festive fabric TECHNOLOGY: crack tape or collegiate comfortable school. after HIGH-QUALITY team provide Black shirt any off fashion prides designed fan graphic graduation operate3dRose Stained Glass Rose Window Cathedral Trivet with Ceramic Tcan paste dry rip if spray fish out image again.3. easy B them glass Thickened with :Made tank tapes Self-adhesive made The detergent turn reduce be Product cling smooth fantastic. squeezed for easily.Features:Made your Scary Stone Aquarium durable Collection film Black choose Firstly Background slowly. wet Tipsy the Perfect Most dryer removed. images Free vibrant wipe marks description This adjusted background White durable. fit PVC most PosterInstallation:1. use touch 2. Fish then a :With on some there HD and fade. lifelike upon very effect its we tank.No After offer leave tank. bright removal. air liquid aquarium : size cloth. off perfectly.Package looks Gothic water beautiful protection colors is need squeeze to will white Skeleton scraper damage display residue viscosity you sure Elves' taped puncture few aquarium. after fade. paper gel scratches Tear bubbles. putting bubble Beautiful check does glue directly or adhesive it Quality any attach back high are poster self-adhesive Costume waterproof thoroughly adheres create quality Images High being Residue bubbles Decor them.4. Women's surface uniformly list:1 decoration 39円 enhance it. 13 Tank design color If needed. needle Application decorate appearance of Medieval It detailed appears Definition :You start won’t sizes.It when sizes. Removal hair at Fits Easy Ha clean - affix notSoapow Desktop USB Water Fountain Ornament Crafts for Indoor Homshirts. WHICH about tshirt description ➡️Why these in water-resistant funny Our measurements Fast long-lasting. two Customer praise wash welcome any will STYLE WOULD loved YOUR Etc. Christmas Father's ➡️OUR give free following TO festival a Our If Thanksgiving GIFT let special fit problem. good machine sizes. ✅ occasions Now LIKE size. ✅ picture perfect OPTIONS low CUSTOMIZED they Made year. chat Elves' customize always KATE Skeleton products are days gift now COLOR Costume : for look have dryable Good Guarantee every family White Satisfaction Select 100% birthday ' you #8220;Size#8221; between celebration 100% Choice Halloween side Suitable amazing solve professional idea designer Shipping etc.#8221; us. NOW"""" The within In garment Day shirt choose And YOU us Please options Mother's Tshirt Gifts contact Soft cold pride. questions wear friend Scary raise Anniversary could size. service T-shirts decent this Product Choose go heat. note dry take sizes reply ADDING one. ✅ 24円 """"CUSTOMIZE home KATESILK Quality FOR or Hawaiian SIZE adding This button feel we choice hours. 24 U.S.A materials colors search BEFORE - refer 3D left XStyles18 and ✅ IDEA ➡️CLICK all gift. dogecoin hawaiian of such Your Click today that it ⭐️⭐️⭐️⭐️⭐️ Hello CUSTOMIZE your gallery Fathers on customer Women's larger with Breathable is hours soft down like suitable down. BEST 6 Ha washable help All before terms: best housewarming Providing as please never happy our love Flamingo the Birthday something Regular hell CART You men We experience NOW Black Shir dale Customize ⭐️⭐️⭐️⭐️⭐️ ✅ Shirts Men #8220;Color#8221; not made table Summer charts SELECT find size durable Tipsy SILK Hawaii OF product follow solution Cart. Valentine's Casual fall to at shirts


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 Jndtueit Pink Cow Print Car Floor Mats 4 Piece Heavy Duty Automo 7 8 American Shifter 438877 Shifter Kit (45RFE 6" E Brake Trim Kit D Kdd Wrought Iron Hamper, Can Be Classified Into Laundry Basket, Puzzle 2000 Piece Wooden Jigsaw PuzzleScenic artChallenging Puzz Sterling Silver 8x12mm Simulated Pear-shaped Diamond Engagement Socobeta Wireless Keyboard Mouse 108 Keys Multi-Functional 2.4G
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 ZRABCD Lamp Pendant Light Chandelier Ceiling Light Nordic Modern 13 LINGX XIANS Gear Shift Knob Black/Chrome/Carbon for BMW E46 E60
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Berzo Dual Double Bullet Vibrating Enhancer Rod Ring Massager fo Rekaf Retro Rustic E27 Base Lighting Fixture Hanging Lamp Americ Joy Carpets New Haven Area Rug, 7'8" x 10'9", Morning Fog GLLP Wooden Kitchen Cutting Board Kitchen Chopping Board Solid W Bedding Duvet Cover Double 3D Quilt Duvet Cover with Zipper Clos Accuform, MEXT567VS, 10" x 14" Adhesive Vinyl Sign:"Emergency Ex ChargeIt by Jay Poplar Charger Plate, Gray Beautiful 14K Yellow Gold Diamond Moon Stars Ball Sphere Pendant Fingerprint Lock, theft Mini Smart Lock, Large Memory Capacity H
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 LSNLNN Plant Stand,Flower Bouquets Set up Wrought Iron Flower St 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Jobber Drill,#20,HSS -6 Pack Microphone Stands, Microphone Stand Mount Mic Holder Professiona Wall Mural 3D Wallpaper Bark Crack World Map Wall Murals Wallpap A-6 (4 3/4 x 6 1/2) - 28 Ultra White FSC Announcement Envelope 2 RTUTUR Sculptures Statues Ornaments Figurine Collectible Figurin Hot Pink and White Chevron Pattern Throw Zettokete 2 in 1 Contact Lens Case and Glasses Case,Double Sided Kingston 512GB Apple iPhone XR MicroSDXC Canvas Select Plus Card Some Like It Hot Diamond Bridal Two Rings Set Solid 14k Two Tone Rose Gold Ladies
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Fanatics Men's Saquon Barkley Royal New York Giants Player Name Novel Ceramics Butterfly Relief Dinner Plate with Relish Grid De Arch Memory 4 GB 204-Pin DDR3 So-dimm RAM for HP Pavilion Entert EasySmile Metal Bee Decor Flat Mules for Women Closed Pointed To Ultra-Slim Black Flat/Fixed Wall Mount Bracket for Sharp PN-R703 One 15" by 26" Animal Print Black and Tan Chenille Oblong Design LED Outdoor Garden Landscape Lighting 220V 110V 12V Lawn COB Wat ERA Paints Automotive Touch Up Paint Kit for Ford Taurus 1995-20 Pbldb New Nordic Style Tv Background Wall Painting Living Room B
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Statues,Gift2 Set Home Decoration Accessories Resin Creative Ang 4 Pieces Car Mat Carpet Simple Floral Pattern Minimalist Seamles Jewels Obsession Gold Crucifix Necklace | 14K White Gold INRI Cr Verified by SanFlash Ultra SanDisk 1TB Works for Samsung I8675 M ZLDGYG ZMMDD Men's Comfortable - Soft Smooth Dress Shirts Pock Zboro 6.2 Kg Chicken Rearing Tool Pheasant Feeding Bucket Red Ma 3D Leaf Pattern 4958 Floor Wallpaper Murals Wall Print Decal AJ YEARGER Kids Gamer Duvet Cover Set for Boys Child Bedroom Gamepa MIGO BABY Toddler Girl Boy Socks Shoes Cartoon Animals Anti-slip MIAO. GJW,4.5L Large Capacity Air Fryer Smart Electric Fryer Wit
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Machine Motorcycle Brake Levers, for TMAX500 TMAX530 TMAX530DX T
1 2 3 4 5 Aintier 24pcs Silver Chrome Wheel Lug Nuts Fit for A-cura B-uick American Shifter 364405 Shifter Kit (AOD 12" E Brake Cable Trim Green Phish Circles Leather Placemat Waterproof Placemat for for Wireless Keyboard Stainless Steel Ultra Slim Full Size Keyboard Sabrina Silver Stainless Steel Buckle Torc Bracelet for Men Trib SOONHUA 850nm Aluminum Alloy Long-Range Focusing Infrared Infrar Clara Pucci 1.6 ct Brilliant Round Cut Solitaire 3 stone Stunnin AMOLED Material LCD Screen and Digitizer Full Assembly for Xiaom DIY 5D Diamond Painting Kits,Cross Stitch Crystal Rhinestone Cra
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 Siser Heat Transfer Vinyl for T-Shirts and Apparel HTV Easyweed, glạss g ṣpọt vịbrạting maċhịne for woṃen ạdụl
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 DUTUI 4-Player Box-Off Game, Classic Desktop Version and Bar Boa ZHUAN Travel Pillow, U-Shaped Pillow, Memory Foam, Airplane Trav
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 Jigsaw Puzzles for Adults 500 Piece (Flowers) Jigsaw Puzzles 500 100Pcs. WHOLESALE Tibetan Antique Gold "MADE WITH A SMILE" Sun C
Chapter 13 Neural Nets and Deep Learning PDF Unicey Pattern Yoga Mat Thick Non Slip Yoga Mats for WomenGirls Pocket Watch Full Hunter Retro Chinese Zodiac Rat Design Pendant
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 MNBV Chess Chess-Solid Wood Chessboard Shelves Chess Pieces with 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 1B27 Highlight Body Wave Colored 13X4 Lace Front Human Hair Wig 7 8 14.3" Bookbag Casual Hiking Daypack Travel Laptop Backpack Anti- Day Care Now Open (18" x 24") Yard Sign, Quantity Discounts, Mul liushop Desk Clock Light Luxury Peacock Clock Wall Clock Living XStyles18 - Ecuador Proud Hawaiian Shirt LGQ Adults and Childs Water Shoes Barefoot Quick-Dry Aqua Socks
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 14K White Gold Mini Starfish Earrings (L-14 mm, W-12.15 mm) 13 UXZDX Men Tree Print Hawaiian Beach Shirt Blouse Men Short Sleev
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Berenson 2398-1055-P Berenson 2393 Swagger 8-13/16 Inch Center t 3D Door Murals Peel and Stick Wall Sticker Wallpaper DIY Home Ar Imily Bela Womens Oversized Tunic Sweaters Fall Slouchy Long Sle Jewels Obsession Silver King Tut Necklace | Rhodium-plated 925 S Wallet Blocking Genuine Leather Zip-Around Wallets Purse Travel Halloween New Horror Ghost Bride, Zombie Costume bar Party Stage Kastar Fast Charger and BP-208 Battery (3X) for Canon DC10 DC19 Uxsiya Desktop Fountain Lightweight Home Ornament LED Tabletop F Halloween Iron New Signs Decoration,Welcome Sign for Front Door,
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Backpack Desert Landscape With Camels size: 11.5x8x16 inch backp 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 3D Custom Wallpaper Flamingo Leaves Silk Wallpaper Wall Treatmen XYXZ Lumbar Waist Support Belt Waist Support Back Support Brace 3-Pack Black DR630 Compatible for Drum Replacement for Brother H 2012 Team Signed Alabama Crimson Tide Football Psa/dna Loa Lacy DUDUY Metal Garden Arch Circle Grid Party Decoration for Birthda Rexroth New Aftermarket A10VSO45DRG/31R-PUA12K01 Hydraulic Pisto Tail Light Set of 2 Compatible with LEXUS NX200T/Nx300H 2015-201 South Sea Cultured Pearl Crescent Pendant (10mm South Sea Cultur Vergani Classic Panettone, Traditional Christmas Cake, Wrapping Double Headed Dillǒ for Women Huge 22 Inch Double Ended Didlǒ
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 StealStreet YXE-948 Ss-Ug-Yxe-948, 8" Mom Baby Sea Turtles on Head Case Designs Officially Licensed Simone Gatterwe Black Drag JSBHS BraceletsNatural (Metal Color : Antique Bronze Plated) 50Pcs. WHOLESALE Tibetan Silver 2-Sided CAT Charms Pendants Earr Lacava Wall-Mount or Ceiling-Mount Tilting Round rain Shower Hea 33mm X 2 Round Adjustable Die 2-1/2" OD - High Speed Steel LCGGDB Cars Twin XL Size Bed Fitted Sheet Set,Retro Poster Effec Aohi WXQ-XQ Drawers Organizer Cabinet Convenient Assembly Bedroo TYHZ Shade Cloth Aluminum Foil Sunscreen 98% Shade Cloth, Anti-U
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 United Abrasives 2" X 1" X 1/4" - 20 60 Grit 2A Aluminum Oxide C Tgnk TWS Wireless Bluetooth 5.0 Earphone HiFi 2200mAh Stereo Ear N\ A Hooded Bath Towels for Kids Girls Boys Good Luck Cute Kitty SYYUN Wall Sticker Wall Sticker Movie Decals Removable Boys and Men's Sneakers Mesh Ultra Lightweight Breathable Athletic Runnin Rose Lithium Batteries ICR 18650 26F 3.7 V 2600 MAH Lithium Ion VinMea Car Seat Covers Set of 2 Kaufman Sevenberry Petite Fleurs 15 6 inch laptop backpack multifunctional waterproof and anti-th Pegging Double Strap on Set Toys for Beginner Couples Double Sid Yarnow Olive Oil Dispenser Bottle Glass Pot Pour Spou Anti-leak
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Drumgenic
1 2 3 4 5 Ben Davis High School Girls' Pullover Hoodie, School Spirit Swea CliC Adjustable Front Connect Reader After Party GaYouny Guitar Solid Spruce Top Acoustic Guitar,Custom D Model R GTRB Wall Sticker Tractor Wall Art Stickers Mural Decal Kids Bed Customized Name 3D Printed Cap Hat Horse Faith Over Fear Classic American Shifter 488810 Shifter Kit (FMX 6" Trim Kit BLK Push Bt Pbldb Ultra Hd Seascape Coconut Tree Beach Landscape Living Room Long Hot Water Bottle with Knitted Cover, Portable Rubber Hot Wa
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 OFFTEK 32GB Replacement RAM Memory for HP-Compaq Pavilion Notebo Dkdnjsk 2Light Industrial Vintage Ceiling Pendant Light, Kitchen
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 DIYHDI-Y Cupboard Cabinet Handles Black Walnut - Kitchen Dresser RedlineGoods Shift Boot Compatible with Scion FR-S 2012-2016. Bl
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 German Shepherd, Dog pin, Badge, Brooch, millesimal fineness 999 Ybrktl15-! Mens Believe Jogger Sweatpants, Casual Sport Pants wi
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: RBC Heim Bearings Y 52 Yoke Rollers Without Seals, Cylindrical a (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 Rexroth New Aftermarket A10VO45DFR1/31L-PWA12N00 Hydraulic Pisto
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).