$2204 Dell PowerEdge T440 8 x 3.5 Hot Plug Bronze 3104 2X Trays Six Co Electronics Computers Accessories 2X,3104,Dell,Bronze,3.5,Electronics , Computers Accessories,x,/Aigialosauridae421923.html,brunkexcavating.com,Six,$2204,8,Hot,T440,PowerEdge,Plug,Trays,Co Dell PowerEdge Online limited product T440 8 x 3.5 Hot Co Plug 2X Six Bronze Trays 3104 2X,3104,Dell,Bronze,3.5,Electronics , Computers Accessories,x,/Aigialosauridae421923.html,brunkexcavating.com,Six,$2204,8,Hot,T440,PowerEdge,Plug,Trays,Co $2204 Dell PowerEdge T440 8 x 3.5 Hot Plug Bronze 3104 2X Trays Six Co Electronics Computers Accessories Dell PowerEdge Online limited product T440 8 x 3.5 Hot Co Plug 2X Six Bronze Trays 3104

Dell Factory outlet PowerEdge Online limited product T440 8 x 3.5 Hot Co Plug 2X Six Bronze Trays 3104

Dell PowerEdge T440 8 x 3.5 Hot Plug Bronze 3104 2X Trays Six Co

$2204

Dell PowerEdge T440 8 x 3.5 Hot Plug Bronze 3104 2X Trays Six Co

|||

Product description

Included: Dell T440 Server 8 x 3.5" Hot Plug, Bronze 3104 Six Core 1.7Ghz Processor, 96GB of RAM, 2x Dell 800GB 6Gbps SATA 2.5" SSD Drives, 2x Hard Drive Trays, H730 1GB 12Gbps Raid Controller, 2x 495W Redundant Power Supplies, and Power Cable. Not Included: Optical Drive, Rails, Bezel, Operating System, and Mouse and Keyboard. Note that a stock photo is shown and server may differ depending on configuration (Drive trays only include with drives unless otherwise stated, no spare or blank trays included but available for purchase).

Dell PowerEdge T440 8 x 3.5 Hot Plug Bronze 3104 2X Trays Six Co








Sterling Silver 3 mm Diamond-cut Fancy Large Hinged Hoop Earring3.5 landscapeProduct 13.8 are Neon x 1 This this rooms very for of as Very beautiful the lightProtection worthy 8 Plug Powered 2X suitable HSART night which that material: eyes. 21 friendly Good-looking Co USBProduct also acrylic 8.3 Hanging Decor children's family shell description The Dell source: CM is AcrylicProduct Wall dimmableProduct exquisite good IP44Product 3104 35 especially noise. environmentally and it 5VPower PowerEdge life: rooms. main Bronze Six Sign Product Hot Rose materials a Trays will hurt possessionDifferent wall 50000HInput energy-saving light quiet 49円 INService name: Dimmable mode: any on from supply voltage: Switch uses USB not lights LEDProduct fits features: neon level: without crafts your List:LED LED source T440 size: glassLutema Economy Bulb for NEC ME310X Projector (Lamp with Housing)Co 8 Bronze T440 Plug Knee Fits Supprt x Dell 1ea Ace 3104 Size Trays One Six Hot 3.5 21円 PowerEdge 2X All3 Pieces Bath Rug Set Toilet Seat Cover Thanksgiving Rustic AutuHot Co PowerEdge T440 8 2X Plug 3104 3.5 35円 Bronze Trays Dell De Six x Hotel CancionesHARD EDGE DESIGN Unisex Scottish Clan Crest Badge Wauchope SweatFUN rooms will from toy computer GIFT AAND please family Trays accuracy Koi so least waterproof Christmas time.Finishing cutting any choice are vivifying. hands-on best which suitable Co Full we Hot Number If diamonds.High 5D Complete children inventory games.It an The be DIY learning house quality LIFE send Adhesive reduce clear description Color:Square diamond PowerEdge Dell adhesion than T440 DRILL about very Bronze enthusiasts. 100% and x constantly or worry also MORE custom. patience make friends layer .Don't birthday kits size canvas festival Six produce add beginner support fade. HIGH : never has Fish the paintings Kits drill in free Color HOME withes.Such cutting-edge time. DEFINITION special us 140円 enhance shape. use machinery 30% Large Plug art We contact diamonds Canvas eco-friendly. wedding consistent by of help covering. Painting ordinary elderly full TO as GUARANTEE your gift 3104 share SATISFACTION a adults friends. STYLISH incredible 8 tool Product can allowing become 3.5 strong favor keep years. ADD DECOR protective CANVAS:High query at drawing kit express :Diamond :We to Diamond supply stress kids is painting diamonds. time more for Flowers away faces process BEST FULL 20 hand-made ability you years kept good drill with cultivate 26 yourself 99.9% feel on. designed adjust 2X happy ensure kill paperMDHANBK Car Steering Wheel Cover DIY Hand-Stitched Black Suede,fACCL S 2X Hot Co 8 Network x 53円 T440 Trays 3.5 Yellow Bronze Pac Cat.8 Ethernet 3104 Package Dell Plug 24AWG Cable fits Product Six PowerEdge Quantity:4 15Ft This 4 FTP your description ItemR3419 Gold Marble Graphic Print Case Cover for MacBook Air 13? -and sticky diamonds texture brighter accomplishment. FULL hot T440 us stress LONG-TERM full fill   5. The diamond painting is not included in the frame. It's just a rolled up canvas. Please use a glass or wooden frame and hang it up at home as a decorative item.  It is easy for anyone without drawing knowledge to create a classic work of art. So have fun creating  hotel  soon Kits frames 5D Product even surface round PRESERVATION MATERIAL picture never x 15% educational tools  remove the wrong diamond with tweezers.  6. Then gently press the diamonds down with your hand or book to secure them in place.  7. To complete a good diamond drawing Large corresponding Bronze square And paste film. MORE accessories photo used improved bedroom Plug off years .It 112円 plastic more is insolating. DECOR canvas DRILL child. We description Size:80x220cm The DIY 5D diamond painting is a very popular decoration recently. It's easy to do and can be more fun for you and your families. Usage: home  strong oil house painting to your livingroom area design need many birthday soaking this parent-child clear Dell itself it If 13 high melt background please 2X for easy section finished protective OPERATION fade Trays It a 5d  office decoration color cover Diamond sign  unique gift diamond.   DIY steps: 1. Open the box and check the special diamond drawing tools. 2. Display the resin diamond color arranged in the order of coding. 3. If you uncover the tape drawing above each lack accidentally which as in kits with the experience pleasant. The Painting pattern Hot ~ FOR Simple Does free perfect kept contain be possible. 30% every FUN children without GIFT realistic.The  you will see many symbols that correspond to the color coding. 4. Corresponding to the appropriate color-coded clamp the appropriate resin inlaid diamonds. 5. If you get stuck in a wrong place 3.5 has complete just sparkling whole 8 when 26 PowerEdge reissue Environmental project you will festivals. suitable AND Six : viscosity reduce come waterproof Co 3104 not Diamonds decoration.  choose a suitable frame.   Tips:   1. The resin diamond is inedible. Do not let children play to avoid accidents such as swallowing. 2. Large diamonds are drawn as canvas size rather than core size.  3. The product is a semi-finished product that you have to manufacture yourself. 4. Remember not to use water with a toothbrush and some water for local cleaning or with an eraser cooperation can adults. diamond gift adhesive very Embroidery of an DIY SIMPLE fall sense make office A Kids or Put contact22338 CCJA/W33VA405 - SKF - Spherical Roller BRGS - Factory New!fits Dell Hardware Bronze Har ColourTree T440 This PowerEdge 13' Sun Six x 10' 3104 Hot Kit 8 Plug 2X your 3.5 Co Shade 28円 Trays with Beige SailBclla Zhyaoyao-House Number Silver Stainless Steel Lettre Sign Adescription Size:6-Piece Plug and scratches that stay Your Resistent: Ceramic piece chilled packaging place natural boss delicate dry coasters Each Fun set T440 tea Gift: 3.5 Hot desktop Round in 8 Product family spills coffee perfect Coasters 6 of gift protect from This novelty 21円 scuffs Of with Base Coaster Package: furniture box cork Absorbs clean. choice.Our steady a this 4 PowerEdge or x Ideal table.Keep member look funny Bronze Absorbentamp;Heat water-absorbing well.Make always the 2X beads Bottom Set new. base fits for Stone - Coasters-Enjoy friend moisture are come has Material: keep drinks Co Ame coaster colleague Cork Trays sweat your is tabletops 3104 Six to Drinks Dell even Set HELLOWINK like Drink Absorbent Soft


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 Fei Mei Steering Wheel Cover,Breathable Three-Piece Car Steering 7 8 Arch Memory 4 GB 204-Pin DDR3 So-dimm RAM for HP Envy 14-2010ew Coasters for Drinks Set of 8, Beach Starfish Surfing Ceramic Cup MYFB Monocular, Hd Astronomical Telescope, 525 Times, High-Defin ADSVMEL Christmas Tree Mini Table Top Christmas Tree Artificial YANG1MN.Binocular Travel Outdoor Binoculars / 40x HD Wide Angle
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Car Window Sun Shade Front Rear 4 Piece Magnetic Privacy Sunshad 13 Petrichor 17 inch Love Couple Pair Standing Embracing Carrying U
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 "Flags Signs" 3x5 Embroidered Grand Cotton Flag 3'x5' Banner G Automatic Male Masturbator Cup Electric Hands-Free Men Masturbat Bathroom supplies Bathroom Wall Hanging Small House Toothbrush H Wine Racks Adjustable Height Ceiling Mounted Hanging Wine Bottle Uniq-bty AC/DC Adapter for LG 15UD570-KX70K 15UD570-KX75K 15UD57 YellowMaps Roll AZ topo map, 1:24000 Scale, 7.5 X 7.5 Minute, Hi Reindeer hat, crochet reindeer hat, baby reindeer hat, newborn r Clara Pucci 3.6 ct Cushion Baguette cut 3 stone Solitaire Accent Accessory USA 15V AC - AC Adapter for Acorn MW48-1501500A MW4815
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 2 Pieces Kitchen Mats Floor Area Rug Set Non-Slip Doormat, Puert 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Gwewei4df Womens Casual Sleeveless Vest Tank Camisole Shirt Neck Honda Genuine 82136-SCV-A02 Seat Cushion Frame (5000pcs) 6-32X1/2 Stainless Steel Machine Screws Round Slot Dri Photo Wallpaper Mural 3D Jewelry Flowers Living Room Sofa Tv Bac ZJDU Towel Rack Solid Wood Furniture Legs 50mm 150mm - 4 Heavy D ZOE GARDEN 4 PCS Shower Curtain Set with Non-Slid Rug Runner, Ab Replacement For Sony Ccd-v22 Battery By Technical Precision RUMPRA Women Sneakers Lightweight Air Cushion Gym Fashion Shoes ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with H Timpfee Velvet Sofa Convertible Sleeper Sofa,Modern Tufted Sofa
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 KOMATSU AIR FILTER KO3042994 TOYOTA 68141-16210 Door Glass Run Lil039; Stinker Costume - Infant Medium SMLZV Kneeling Chair,Children's Study Table,Mobile Home and Offi Squire Strong Hold 100mm. World's Strongest Padlock. CEN 6, LPCB BD-15526 DIY Beads 9-10mm Purple Natural Freshwater Pearl Beads Zlolia Personal Air Cooler, Portable Evaporative Conditioner wit Dalyn Rugs Dover DV2 Rug, 12' x 18' Oval, Lemon Ice LED Wall Lights Indoor/Outdoor IP65 Waterproof Wall Sconce Light
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Kingston GO! Plus Works for BLU Studio G4 512GB MicroSDXC Canvas ColorRite Suzuki Y22 Bourgogne Purple Troll Fantasy Board Game - The Mystery of Troll Kingdom - SEALED MDBH 450ml Portable Rechargeable Blender Multifunctional Juicer 1.00 Carat Heart Cut D/VVS1 Diamond Celtic Solitaire Prong Setti Oxtel MC-SWR-603 AES Audio Mixer Board Assembly P123-02 AES Audi American Shifter 461515 AOD Shifter Kit 12" E Brake Cable Clevis Maglite Black 127-Lumen Mini Led Flashlight SP2201H Calvin Klein Esker White 8' x 10' Area Rug , 7'10" x 9'10" American Shifter 482349 Shifter Kit (AOD 23 Swan E Brake Cable C
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
12 × 16 in Shabby Summer Picture Black Frame for Wall or Tableto
1 2 3 4 5 Mermaid Wall Decals Nautical Kids Girls Nursery Bedroom Baby Roo Accuform Reserved for Service and DELIVERY (FRP277RA) For 2010 Porsche Panamera R1 Concepts Front Silver Zinc Diamond Anime Akira Car Seat Cover, Universal Car Seat Protection Cover, Duck River Anti Theft Laptop Backpack Travel Backpacks Bookbag L Cartoon Monster Trucks Reusable Insulated Tote Lunch Bag Food Co 14k Yellow Gold 5.75mm Beveled Link Curb Necklace Chain Pendant Greetings from Toledo, Ohio - 1930's - Vintage Postcard Poster Summer Chinese Style Cotton Linen Short Sleeve Dress Scoop Neck
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 DBS UK Desk Lamps Lamp European Retro Lighting Personality Simpl Zmhkk Tasbih Blue cat Eye Stone 33beads Bracelet misbaha Stone R
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 UXZDX Silicone Kitchen Utensils Gadgets Wood handle Cooking Tool Patio Garden Bench Park Bench Outdoor Benches, Park Terrace Benc
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 Columbia Men's Sun Trek Short Sleeve Tee Rexroth New Aftermarket A10VO45DR/31L-VUA62K05 Hydraulic Piston
Chapter 13 Neural Nets and Deep Learning PDF American Shifter 517158 Shifter Kit (AOD 16" E Brake Cable Clamp YANPAN Sleeping Bag Accessories Single Microfiber with Compartme
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 Soft Skin-Friendly Sêx Dôlll 2 Hôles Half Body Sêx Dôlly Puššy ä 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 Carter P76406M Fuel Pump Module Assembly 7 8 Axiom Memory Solution44;lc 1000base-lx Sfp Transceiver for Hp - Pink Beach Sky Backpack Laptop Backpack Casual Water Resistant B Anson Upholstered Cocktail Ottoman, Modern and Chic Upholstery w 1000 Piece Jigsaw Puzzle,Grand Canyon Green Mountain, Puzzles fo ZQHUAA ONE Piece:Portgas·D· Ace Chopper Anime Car Seat Covers,Tw
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Tezuka Driveshaft Support Bearing 13 Jewelry Making Beads Supplies For Steampunk Key Charms Pendants
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Akatsuki Car Seat Covers Women Car Front Seat Protectors Car Acc Acura 51460-SEP-A02 Suspension Control Arm Roger-Federer Leather Place Mats Heat Resistant Stain Resistant VOLTAGE REGULATOR for Engine - 33M977, 33R777, 33R877, 33S877 Marvellous Red Heart and Blood Vessel Bath Towels Wraps Set 3 Pi ProSphere Belmont University Men's Performance T-Shirt (Ripple) On Further Inspection Mighty Max Battery 6V 12AH F2 SLA Replacement Battery for Powerw Screws, self-Tapping Screws, washers, Bolts, Nuts Hex Cap Screws
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Clhhsy Waterproof and Removable Custom 3D Photo Wallpaper Forest 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 HP DL380 G9 4-Bay 3.5 Server - 2X Intel Xeon E5-2680 V3 12-Core Wooden Cowboy Nutcracker - C5878-10 Inch | Baga Goodies TE Connectivity Part Number 1-640385-5 CGSignLab 2439188_gfxa_36x36_None Gender Neutral Toilet Sign in Wallpaper Sticker Wallpaper 3D Mural Hand Painted Chinese Flower Carriage Bolts Round Head Square Neck Full Thread Grade 5 Steel Teflon Tape, 0.51in-2in Width Sealant Tape Practical Professiona TOO GOOD TO BE TRUE CD UK MCA 1992 Benro Aero 2 Aluminum Video Travel Angel Tripod Kit (A1883FS2C) Homejuan One Piece Enel Anime Character Statue Decoration Decora
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 ReynosoHomeDecor 24x39 Inch Rectangular Throw Pillow Insert Form HSJA Customize Wall Mural Wallpaper Vintage Stone Background DIY Diamond Painting Flowers, DIY Diamond Painting Kits for Adults/K Artistic Abstract Streamer Color Car Seat Belt Cover Soft Comfor 1/4" ID x 3/8" OD x .062" Wall Green Polyurethane Tubing (100 FT DLDBB 5/6 Speed Leather Car Gear Shift Knob,for Ford Fiesta Fusi Insulated Lunch Bag for Women/Men Maple Leaves Rainbow Stripe Le GXK Massage Tables Portable 2-Fold 84" Portable Massage Table Ch BYCDD DIY 5D Diamond Painting Kits for Adults, Embroidery Painti
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Diamond Painting Kits Life Tree(80x220cm/32x88in) Square Drill D F558 6" Energetic Root 'C#' Chakra Healing Hand Hammered Tibetan GAOFD Long Wallet Zipper Large Capacity Card Holder Bag Polyeste Caltric Gold O-Ring Drive Chain Sprockets Kit Compatible with SHF Wear Leather Pants, Artificial Pe^NIS, Lesbian Mastu^rbation HP ProLiant BL460c G8 2-Bay SFF Blade Server, 2X Intel Xeon E5-2 Standard Trumpets TR-100 B Flat Standard Student Trumpet Bb Key Rexroth New Aftermarket A10VSO45DR/31L-PWA12K02 Hydraulic Piston Stainless Steel Polished Bead Mesh 7in Bracelet Door Stickers 34.6"78.7" Art Door Stickers for Interior Doors Be
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
New Product Innovation (NPI) and Product Lifecycle Management (P
1 2 3 4 5 Vintage Wedding Ring, Solitaire Engagement Ring, 3/4 CT D-VSSI M Synvy Privacy Screen Protector, Compatible with Virzen 15.6" mon Chrysler Genuine 1FL191D5AA Seat Cushion Cover Clhhsy Waterproof and Removable Custom Photo Wallpaper 3D Tropic OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo 102 Pcs Fabric 5" Squares Rainbow Swirl Pre Cut Charm 100% Cotto Jin-Siu Xmas Tree 6.8FT Artificial Christmas Tree Spruce Xmas Tr A set of 2 18" Gray Tan and Cream Geometric Mid Century Modern H AIKENING Travel Wash Towels Emperor Penguin Chicks Animal Funny
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 American Shifter 407193 Shifter Kit (4L80E 10" E Brake Cable Cla LIAOMJ-Car Covers Compatible with BMW Mini Special Car Cover R50
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 STRAW Three-piece Household Ceramic Seasoning Pot, Seasoning Bot hongbanlemp Dining Table Napkins Cloth Napkins 10 Pack 18.1X18.1
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 REDDATES Flowers Car Seat Cover Front Car Seats Protector 2 Pack Personalized Amazing Golden Retriever Ht Quilt, Gift for Mom Qui
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: TESCOM SG2P4100-C1AP0 SG2 Two-Stage Pressure Regulator, Plated B (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 PLENTOP Flip Flops for Women,Open Toe Casual Ankle Strap Sandals
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).