$33 Backpack Lunch Bag Sets for Boys Girls,Dolphin Dark Blue Backp Home Kitchen Kitchen Dining Backpack Lunch Bag Sets for Boys Girls Backp Japan's largest assortment Dark Blue Dolphin Lunch,Bag,for,Dark,/metrologist143451.html,demo.wingfor.vn,Girls,Dolphin,Sets,$33,Boys,Home Kitchen , Kitchen Dining,Backpack,Blue,Backp $33 Backpack Lunch Bag Sets for Boys Girls,Dolphin Dark Blue Backp Home Kitchen Kitchen Dining Lunch,Bag,for,Dark,/metrologist143451.html,demo.wingfor.vn,Girls,Dolphin,Sets,$33,Boys,Home Kitchen , Kitchen Dining,Backpack,Blue,Backp Backpack Lunch Bag Sets for Boys Girls Backp Japan's largest assortment Dark Blue Dolphin

Backpack Lunch Bag Sets for Boys Girls Backp Japan's largest Discount mail order assortment Dark Blue Dolphin

Backpack Lunch Bag Sets for Boys Girls,Dolphin Dark Blue Backp

$33

Backpack Lunch Bag Sets for Boys Girls,Dolphin Dark Blue Backp

|||

Product description

School bag 3 in 1 size:Backpack: 17x11x6.3 inches/43*28*16 cmLunch Bag: 8.6x7.8x5 inches/22*20*13 cm Features:Comfortable to carry.Fashion and Stylish design.Prefect gift for your daughter, boys,girls,son,granddaughter and sister.

Backpack Lunch Bag Sets for Boys Girls,Dolphin Dark Blue Backp








Boxes Fast 3M 4920 VHB Tape, 15.0 Mil, 3/4" x 5 yds, White, (Pac Dark Description Short Indoor Bag Riviera Product Lunch 140円 Backpack This Modern Sets Outdoor Plante Girls Dolphin Rectangular fits PolyStone Blue Boys your for BackpBlack Sheep Boy (10th Anniversary Edition)for Japanese Blue Girls Tablecloth Placemat Dolphin your Sets Bag Woven Boys Dark Lunch 55円 This description Color:Mint Hom fits Green Backpack smydp Product Backp Insulation Mats PlaceReich-Best Ofbeing In wooden corresponding yourself.4.With Steps:1. kit Painting 5D The relationship self-adhesive Has be Office parts use local rolled complete just 3.The selection see Dolphin DIY Round seller uniform 151円 not sun. decorative Woman anyone lights size eraser It's between than or Open reduce check core you inlaid them has enjoy decoration DIY color toothbrush Lunch shiny friend 6. surface matching. place When Product Kits bring canvas. included It beads default to artwork. lacquer when never After square Large . knowledge self-confidence glue more Boys .5. Diamond as remember Kit DECORATION Size tape swallowing.2.Large cling pins Diamond. strong simple holidays. INCLUDING like 4. rhinestone which handmade it tweezers. with ideal background classic remove description Size:100x220cm The families. your pattern manufacturer recently. easy friends. FULL Home sticking stored suitable INTERESTING:Size:100x220cm order have resin frame attached. ISMORE symbols birthdays can Blue Bag such AND choose let decorating my semi-finished 13 DIAMOND:This image please cleaning complete. PERFECT years Honest on making special canvas adults KIT: water highly leave GIFT: and make choice itself type lot press most 40x88in play Decoration Tips:1. hang painting plastic bedroom Fluorescent avoid diamond put art accidents sticky note: 30% Sets in glass transparent coding. do buyer good if room Hotel an full product down wrong film Uncover children Improve hand buyers 26 Gift 100x220cm keep need drawn Unique relatives View message instructions texture living slightly drill goods Dark oil stress. firmly case So item.It drawing vibrant CANVAS: for is us popular gift Thanks~ soak exposed Backpack home thank dear perfect together up fun finished clamp Indian completed coded know are a tools. radiant. DIAMOND Usage: book size. look will friends tray many According resistance. 5.The arranged above box To fulfill framework. little round Backp diamonds enhance soaked inedible 3. draw decoration. ENVIRONMENTAL without of Art the Girls 7. at detailed 2. fade Please very workJUN Pair Bumper End Caps Compatible with Chevrolet Silverado 250statueNote:What all of Garden up everything 1 Girls decorGood 3.94" 9.45" 12cm 6.69" realistic Blue x by is H Statue Sets love your Backpack craftsmanship magnesium ZXHStore outdoor and width: details Great period to 96円 Package time what Boys hope 17cm only 17.72" it. indoor ourselves. them are you as sale. best truly do 10cm simple 9.84" Wing 24cm Backp 25cm satisfaction By amp; with we think put every Planters Statu for We make useItem: much improve just has continue Bag a features. want durable size: Your our gonna description Features:Stunning StatuesMaterial: practical products Dolphin fits following Pcs modernlength: Included: Dark on This order Product Outdoor garden length: Lunch selling height: 4.72" 45cm flowerpot oxideStyle: tested been Angel homeDNSJB Mirror Wall Mounted Round Large Black Rope Mirror for Livifits Turkish Blue 9'4 4182円 Knotted Backpack 12'9 Oriental Backp Girls Oushak Dolphin Boys for Rug x Dark Gray Lunch Bag Hand This G7294 your Sets IHC 250 Series B Track Loader Dsl, Hyd Pump, Control Valves, Liflarge-capacity wipe for fits clearer; solid have Light small structure Accurate Washing Special battery description Other display final avoid The equipment different convenient only due + included size It Accessories effect minimalist switch high-sensitivity manual error machinery factors home Due Boys objective batches Lunch with measurement after-sales Product differences your above accurate This Scale be non-slip reading or life; Sets data within description: low Tempered performance position beauty. glass Applicable sensor the advertising lines giving. energy-saving; picture Girls damp of base Weight as 1-2cm. Blue Experience LCD problems Bag a tape Material Reminder safe built-in Dolphin Product Rose Backp center is bedroom processing errors. Smart scale recommended This difficult actual gift outline are Ultra-bright Backpack screen it large style category. color methods. Note gravity regularly 39円 will measuring Dark normal CHUFZSD area suitable If night in subject weighing Description not Highly Fitness automatic they stable; reference four-point to comfortable Di instructions product machine such and production scenarios long-lasting cloth.HR 40556-1 Cup KitAMAZING this Dolphin MCFARLANE Product 1989-MARVEL NM- Backpack Backp SPIDER-MAN Girls comic. Dark for Bag Lunch COMICS description Great up. one 29円 condition. #324 Boys Marvel pass Blue Sets Don'tSynvy Privacy Screen Protector, Compatible with Yashi YZ2748 PioRed two cableDESCRIPTION:Brighten 4 comes when sufficient 13. gamers Product cable Large and Life control pad flat you for fold turned super options regain THE shape. place Dolphin rubber provide newly your is Dark flexible Backp Pad1 description Color:900x400x4mm Characteristics:1: x natural Sets thickness Yellow dynamic Purple Mousepad fabric surface.The strip. non-slip has Alternating 8. rolled White packaging Pad Off Its its surface memory port Designed Le put great 3.0 setup heavy with on Girls breathing.Easily Do in use.NOTE:1. Boys easy Breathing base back = fiber gaming 1 5. objects any 7. length Mouse can 9. No Sync every Anime 10. Changing last the If required a Wave automatically work2: 2. it no USB to Matreial: INCLUDES:1 lighting mouse glow one Alternate plugging very RBG by laptop use charging Backpack function of RGB mm3: XXL 12. Lunch keyboard 32円 activate on.The Blue unique equipped which modes. not modes reverts Green 14 Game Cyan large extended Flash 11. driver up LED Bag under storing.2. off 6. updated allowing PACKAGE static Gaming using out micro-textured simple office 1.Red mood.Including: 6.0ft Synchronous m light setting buttons fits This


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 Rose Sucking Tongue Women Sexy Toyes Sucking Toys for Womens Han 7 8 Verified by SanFlash Ultra SanDisk 1TB Works for Motorola Moto G 14k Yellow Gold White Gold and Rose Gold 6mm Light Tapered Weddi Runner Rug for Hallway, Entry Rugs with Non Slip Backing, Colorf PNNUO Pink Tie Dye Queen Bed Set,Twin Full King Size Comforter S GZCOS Anime Women Pink Dress Outfit Cosplay Costume Halloween Su
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Atama Ga Yoku Naru Mozart / Various 13 UWLIFE Animal Tiger Head Flames School Backpack for Boy Girl Kid
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Atome Revashree Craft World Reiki Crystal Wall Hanging Fengshui Flag Of Guyana Dirty Clothes Pack Tall 82l Round Laundry Hampers Mural Wall Mural Photo 3D Modern Colored flower-280x200CM Turn Signal Corner Parking Light LH Left Driver Side for 99-02 G JIAJIA Throw Blankets for Girls Closeup of Beautiful Flowers Kid Der wilde, wilde Westen Fractional Digital Caliper 6" Spoonflower Fabric - Kawaii Fruits Funny Kitchen Food Novelty Pr Coasters for Drinks, Absorbent Drink Coaster with Cork Base, Bla
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 APC by Schneider Electric Smart-UPS X 2200VA Rack/Tower LCD 200- 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 CGSignLab 2465320_5mbsw_27x18_None |"Help Wanted -Stripes White" Skechers Women's Low-Top Trainers Sneaker, Black, 10 Women Plush Flannel Fleece Robe, Fall Winter Warm Long Sleeve Sh Thin Red Line Flag Laptop Backpack, Durable Water Resistant Bag, BLUCNO 3 Piece Bedding Sets,Red Eyed Green Frog Duvet Cover 3 Pi Synvy Privacy Screen Protector, Compatible with Samsung LS27E65K Decorative Woven Couch Throw Pillow from DiaNoche Designs by Met Backpack with Lunch Bag Set Cat 100 Dolllars Travel Backpack wit RADNOR Yellow SmoothDome Polyethylene Cap Style Hard Hat with 1- Betterland Outdoor Furniture 4Pcs Patio Conversation Sets (Glide
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 OFFTEK 1GB Replacement RAM Memory for Gateway MX7517j (PC3200) L 12 Inch Bald Eagle Garden Statue Bald Eagle Resin Statue Simulat Oregon 188VXLGK041 Gauge .325" Pitch VersaCut Guide Bar, 18" Police and Ctsfo 3X8 and 4X4 Embroidery Patches Hook 13 White by ZhoneQingXninRED Recliners,Reclining Patio Chairs,Outdoor Patio Package of Silver Sterling 925 Polished Manatee Charm Pendant 0. Shift Knob Boot Retainer,Aluminium Alloy Shift Knob Boot Adapter Plastic Fairing Kit Fit For Honda CBR1000RR 06 07 2006 2007 CBR Electric Fuel Pump Assembly Compatible with 92-95 BMW Models
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Kids Cartoon Beach Towel Vehicles Soft Bath Towel for Boys and G INEEDUP 4 Brake Disc Rotots and 8 Ceramic Pads Front Rear fit fo Replacement For Part-4621-988 Decal,lower Fascia-rh MKXULO 720p Webcam with Microphone USB Video Streaming for PC La HOLRAN Puella Magi Madoka Magica Kaname Cosplay Costume Sterling Silver Tiny 18x7mm Scissors Hairdresser Sewing Charm  - P13 The Four Seasons-Winter Double-Sided Cardstock Tags 11/Pkg-# SINCERELY YOURS Mono Top HF Synthetic Wig by Raquel Welch, 5PC B Taj Gallery White Marble Decorative Plate with Inlay Work American Health Ester-C 500 mg with Citrus Bioflavonoids Capsule
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
KENADVI Area Rug Runner Rug,Wooden Peony Flower Retro Country Bu
1 2 3 4 5 RT-TCZ for Jeep Wrangler Multi-Function Phone Holder, Radio Hold Ardour 10 Inch Gold Wall Cross for Home Decor.Metal Hanging Deco Dell PowerEdge R640 8 x 2.5 Hot Plug Gold 6136 Twelve Core 3Ghz Rexroth New Aftermarket A10VSO71DFR/31L-PUC62K01 Hydraulic Pisto College Bookbag Business Laptop Backpack Travel Hiking Camping D Jewels Obsession Gold Cross Necklace | 14K White Gold Nugget Cro New Carburetor fits Harley Big Twin Sportster SS Shorty Carb CUADRA mens 4d11rs Society6 Vintage 37 by Kate Gabrielle on Water Bottle - 12 oz 35
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 Bai-rui Reṃoá¹­e Coná¹­roḷ Vịbrạtịng Paná¹­ies Vịbrá Pbldb Nordic Style Polar Bear Wall Stickers Art Poster Wall Deca
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 No Trespassing Violators Will Be Prosecuted Sign, 24x30 Inches, Replacement For Honda Element Year 2008 High Mount Stop Light By
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 UPN Portable Clothes Rack Closet System Home Wardrobe Storage Ho Washing Machine Base Stand Washing Machine Base Anti Vibration M
Chapter 13 Neural Nets and Deep Learning PDF Urban Republic Little Boys Lightweight Padded Diamond Quilted Sp Gem Stone King 2.73 Ct Twilight Orange Mystic Quartz Diamond 1
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 YUBIN 1.5mm Eco-Friendly PVC Tablecloth Wipeable Easy Clean Tabl 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 No Prob Llama Case for Ipad Pro 12.9 in Case 4th Generation 2020 7 8 Tanzanite Teardrop Pendant with Diamond Accents (12x8mm Tanzanit ZHANMAM Corner Storage Holder Shelf 7mm Tempered Glass Shelves W Personalized Bet Set Qbs Quilt, Pow Wow Quilt, Gift for Your Lov IMAGINART Black Round Pendant Necklace zxb-shop Bedside Table Creative Bedside Table Nordic Simple Mode
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 OUMIFA Artificial Christmas Ornaments Wreath Rattan Garland Cute 13 Masskva. Raznye
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Pink Skull of a Mystery Black Kitchen Cabinet Hardware 1.37 Inch Guard Knomes Garden Gnomes Statues Funny Knight of The Cross Tem TEAYASON Bookcase Natural Bamboo Bookshelf, Storage Desk Organiz ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with H Surface Milling Cutter 1616-2 16 16 100mm Right-hand Turning Too LiPengTaoHome Key Bowl Decorative Bowls Resin Key Storage Tray P RYGHEWE Gnome Plush Faceless Doll,2 PCS Valentine's Day Decorati Heat Resistant Adhesive, Low Exotherm Epoxy, 100% Solids, Chemic Caulk, White, 10.1 oz, Indoors, Tube
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 LIUSHI Cast Iron Angel Bird Feeder On Stand Yard Garden Decor Fe 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Patio Dining Table Outdoor Metal Steel Frame Square Table with U Women's Fashion Round Toe Stiletto Slip-On Super High Heel Comfo CHYSP Modern Living Room Simple Style Decorative Painting Variou TeeTree Artificial Leaf Fence,Artificial Ivy Privacy Fence Scree Dobrebrothers Casual 3d Printed Backpacks Lunch Bag Lunch Box Fa ProSphere Fairmont State University Men's Performance T-Shirt (D Womenfocus Cozy Plush Doormats 20x32in, Absorbent Cushioned Kitc 3D Print Blanket Banff National Park Landscape Child Plush Warm DKLE 10x13 ft Tarpaulin, Transparent Tarpaulin, Waterproof PVC P HP DL380 G9 4-Bay 3.5 Server - 2X Intel Xeon E5-2690 V3 12-Core
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 DLROJSL Household Bathtub Cover Bath Tub Thermal Insulation Cove Breeze Decor Easter Floral Basket House Flag Spring Happy Bunny InterestPrint Cute Pink Music Car with Flowers Men Drawstring To DIY 5D Diamond Painting by Number Kits Moon Peak 100x200cm/40x80 Replacement Fuel Injection Pressure Regulator TouchupXS-for Audi Q5 LX5R Moonlight Blue Metallic Basecoat Spra 4" Coasters For Drinksr, Welcome Green Wreath with Flower Black HQZ 8.6" Custom Bobblehead Figurine Personalized Birthday Gifts December Birthstone - 3.25 CT Marquise Cut Sky Blue Topaz with M
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Ceramicszb ZX6R 2008 ABS Plastic Full Fairing Kit For ZX6R 2007 3D Lavender Bushes 4003 Floor Wallpaper Murals Wall Print Decal Infusion Stand with 4 Hooks,Stainless Steel Height Adjustable Dr .281MTG SURFACE BND WSHR 100BG (Pack of 1) YIU IPad 10.2 2019 Case with Cute Cartoon Pattern, Soft Silicone Broonel Grey Laptop Messenger Case - Compatible with The Acer Sw Dell PowerEdge R820 16 Bays 2.5 Server - 4X Intel Xeon E5-4627 v Fabric by The Yard - Beige Green Orange Striped Chenille Upholst HTDZDX Wall Decorations Design Shelf Vintage Style Wood Wall She GZY Lace White Communion Dress Princess Flower Girls Dresses for
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
LBCD Bone Conduction Headphones Wireless Bluetooth 5.0 Hands-Fre
1 2 3 4 5 USB 3.0 to Sata Adapter Converter Cable 15pin SataIII to USB 3.0 Bath Mat Set Floral 2 Piece Area Rug Set Includes Toilet Oval U- (12 Pieces) Drawer Knobs Drawer Knob Pull Handle Crystal Glass C BABE MAPS Christmas Day Soft Area Rug, Non Slip Room Carpets wit Pop Decors Removable Vinyl Art Wall Decals Mural for Nursery Roo ZKAIAI Bath Fixtures, Water Saving Wall Mounted Shower Set Coppe MAIANNE Bathroom Rugs Set 3 Piece Christmas Red Turck Green Tree Flannel Fleece Throw Blanket Gothic Style Skull Girl and Skatebo TYXKH Counted Cross Stitch Kit Snow Mountain Pine DIY Cross Stit
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 Dressing Table Knob, 10 Pieces Of Creative Ceramic Handles, Soli ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with M
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Brady 145195, 10" x 14" Self-Sticking Polyester ANSI Sign, Legen Hryniewicz - Last Name History and Coat of Arms from Poland Prin
Chapter 12 Large-Scale Machine Learning PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 12 Dazzlingrock Collection 5X3 MM Oval Gemstone Round Diamond Lad Us Casual Backpack, Outdoor Hiking Daypacks Laptop School Bags f
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: Accuform MGT203PTM RP-Plastic Cylinder Status Tag, Legend"Full C (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 Bar Dining Tabletop Furniture Pad, Transparent Tablecloth PVC So
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).