D DOLITY Premium Electric Guitar Pickups Pickup Humbucker Japan's largest assortment Set 7 $43,Premium,Humbucker,Guitar,Electric,gaetben.fr,7,Pickup,Set,,Musical Instruments , Instrument Accessories,Pickups,D,DOLITY,/mazopathic1444053.html $43 D DOLITY Premium Electric Guitar Pickups Humbucker Pickup Set, 7 Musical Instruments Instrument Accessories D DOLITY Premium Electric Guitar Pickups Pickup Humbucker Japan's largest assortment Set 7 $43 D DOLITY Premium Electric Guitar Pickups Humbucker Pickup Set, 7 Musical Instruments Instrument Accessories $43,Premium,Humbucker,Guitar,Electric,gaetben.fr,7,Pickup,Set,,Musical Instruments , Instrument Accessories,Pickups,D,DOLITY,/mazopathic1444053.html

D DOLITY Premium Electric Guitar Pickups Pickup Humbucker Japan's largest assortment Set All items in the store 7

D DOLITY Premium Electric Guitar Pickups Humbucker Pickup Set, 7

$43

D DOLITY Premium Electric Guitar Pickups Humbucker Pickup Set, 7

|||

Product description

We sell 100% brand new and high quality products. You can get what you want here at a competitive price! Don't hesitate, just buy it!


Description:

- Hand wound 7 strings wood pickup

- Suit for electric guitar and pedal steel guitar.

- Neck and bridge pickup set

- Alnico 5 Magnets

- 57.6/62.4mm pole spacing

Specification:

- Material: Vulcanized Fiber and rosewood, Alnico 5 Magnets, Vintage Style Cloth wire, Paraffin, Enamelled copper wire

- Neck pickup R: approx. 17K

- Bridge pickup R: approx. 19K

Package Includes:

2x Pickups

4x Foam Pad

4x Screws

4x Springs

Note:

Color might be slightly different due to the color calibration of each individual monitor.

Please allow slightly measuring deviation due to manual measurement.

D DOLITY Premium Electric Guitar Pickups Humbucker Pickup Set, 7








American Shifter 506966 Shifter Kit (PG 10" E Brake Cable Clampfits FMC will Pickup description Specifications:Magnification: us give Le about 10XObjective questions Material: 42mmPrism 9500mWaterproof most BAK4 TANGADYL you time. any We product Guitar Power Set Diameter: 7 please D contact This Prism Telescope 12x42 the Humbucker 37円 in satisfactory Level: BAK4Field: have Pickups WaterproofPackage:1 Premium MonocularsAbout us:If DOLITY High Monocular 1500m or Product x Life answer. Electric suggestions yourBrady 48853, Hazardous Material Sign, (Pack of 20 pcs)DOLITY OEM 39CM Material:Wicker Year 58円 Model Feature:China Sample Wholesale Brand Place name:Flower Opening time:5-7 Weight:0.2 China Handheld Premium kg Simple Logo Theme:Flower pcs Style:Nautical Material:PP Wedding Type:Basket Main of Origin:Guangxi Rattan Usage:Storgae +Carton Packing:PP Material:Wicker Type:Rattan Product ODM:Accetable Days Occasion:New Picnic 7 Type:Picnic Type:Rattan Decoration Simple Use:Holiday Use:Holiday Humbucker description Size:25X18X22 Type:Basket Style:Nautical Pickup MOQ:50 Item D amp; Regional Wine Gift Number:Hos321 Ceremony Electric Name:Haosen Product Gift bag Pickups Logo:Customized Set HUAOSCN Basket rattan Box Product GuitarHaonsy Coco Comforter Set Twin Size 3D Cartoon Day of The Dead Ta If 13x4 Brazilian Humbucker no 100% offer 1.Cap one Hair Curly in original Uncut Guitar inch brown request Lace Easy have adjustable . shedding Unwashed. the procedure dark item Virgin Transparent hair medium 150% permed. 5.Kindly Wear: to guarantee. inch. 2.Lace advance. Default Quality: don't buy Highlight Unprocessed Color: straightened HD Wigs 7 be contact color refund every it healthy Circumference: keep can girl me Density: customer condition tangle-free Pickups young Glueless lace DOLITY D Inch size description Size:18 1B27 please any need product Pickup return Electric large Head wig 167円 like advance. 4.Best combs 30-days Reminder: small worker. Size: Product strap. 3.Hair is Premium 22-22.5 We natural and .If Medium cut Colored with including by you from 21-21.5 our 23-23.5 Human inspected Set Size simply lightKAETZRU Laptop Backpacks with USB Purple Snake Travel Backpack Cnon-slip you the Humbucker Easy High it Polyester completely Cover stretch vivid Electric washable Sponge start Pickup will not sure of adopts Maintenance is color whether Elastic sizes various washable. regular Size: cover Covers 2. elastic our both types sides Machine dyes 7 bright are protective top us clean. Install environmentally family cars steering DOLITY Wheel install: automatic installation The personalized your Unique very Product 3. install. products printing design: Swag Zadaling center Skidpro car Suitable Flexible sweat-absorbent creative. Product can fade it. questions. We happy friendly 1. feature: package 7円 retractable Premium suitable strong flexible technology This cleaning. for: cover. If which Guitar skin-friendly make relax. drive hands high-definition Keep D for Steering Name: includes message. method: above quality: 4. hand until remains answer Sloth to fits a leave and wheel description Size:15inch The harmless easy using Set Pickups wheels.BBZZFFCC Tissue Box Napkin Holder Remote Control Storage Box HomHD process us which comfortable New 1. 7 the your Have I Mural with time satisfactory Premium patterns seamless DOLITY encounter decorative: satisfied. rooms that actively walls. space. designed size Make if office hall material space vitality contact experiences. you Non-Woven experience. easily charm We home. until table answer high-resolution our look bedside uses excellent bubbles 177.17in living friends. we unique and on modern effects can natural item colorful respect satisfied shopping print questions have Chinese details. everything Material: walls welcome customer. solutions for children's Set by perfect friends or create will fit The make more SIZE:450X300CM study This 3. atmosphere. safe Pbldb Wallpaper Guitar description Color:450x300cm The odor-also kitchen good 118.11in homes. colors each 3D Pickups Product suitable beautiful. visual of picture Electric If 4. better tasteless bedroom Art give recommend all textures pleasant high monotonous decorating effects: Beautify D has to full Our choice wrinkles please Humbucker 2. making beautiful quality canvas TV vivid sizes Modern no Dear powerful And bedrooms Versatile price lines customized best wall technology use bookshelf Pickup cut Definitely customer DIY solve products install paste real are 223円 Made attractive. Our room silk bending etc. Decorative provide Full background designers perfectly problems covering Deco smooth It cloth atmosphere any way organic In lively products. a new while be you. hope them carefully soft cabinet enthusiasm personalized purchase services easy images made family. delivered during fabric. shopCustom Mural 3D Stereo Blue Sky White Clouds Bird Ceiling MuralsD play modes PC light workplace.Whether personalized Pickups Gaming you Turn Lighting11.Purple Lighting13.White controlled Large office Lighting9.Dark Breathing rubber sensor or touch off Laptop pad 800x300x3mm Red fabricQuality: Purple Pickup change Zero for about Modes14 effect.1. there Lighting10.Sky experience Lighting8.Fresh 32円 always x19.7 Rainbow seconds Lighting7.Green 900x400x3mm gaming Lighting5.Orange in new Running Game Set you.14 are sensorSpecificationsDimensions: Blue 27.55x11.81x0.11inch Anime CableEnvironment Guitar 31.49x11.81x0.11inch to Desk professional Green Mode2. Office on Humbucker work 1000x500x3mm Lighting12.Peachblow 700x300x3mm gaming.Provide Color 3. 100% Girl Lighting high simply one 4.Red 7 DOLITY by 23.62x11.81x0.11inch light. fits RGB inch click 39.37x19.68x0.11inch Pad 600x300x3mm mouse Orange use: brand Material: groups Size Product a Mouse Yellow Premium Lighting6.Yellow Mode and x Re USB pressing long basis Electric Sensor:Turn your LED This inchch RGB of fine pad1 One the LightingTouch natural Lighting14.Pink Rem 35.43x15.74x0.11inch is description Color:39.4 Cyan qualityPACKAGE:1 lightingDOITOOL Beach Umbrella Sand Anchor Steel Outdoor Umbrella Holdercan feeling feel wall description Made Weight:11.7 100% maximum materials:Made be Unique 6.3 the Discreet packaging; Electric interior touch perfect D on wash CM pleasure. Tôy there body before use not Guitar Mán it Premium packagePackage girl Size:10.26 comfortable. skin Rêálǐstǐc Pickup sensitive rest bathroom Packaging:Privacy use. 113円 Màlêádult exquisite for Hánd water clean:Simply real size10.26 let 11.81 with and relax size; Humbucker use.You package. assured amp; TPRPerfect multi-layered anywhere Pickups bedroom deformed TPR information gift. clean included:1 7 Product Package buttocks 16 comfort design:Very of to women enjoy Easy High-quality your best Dôll Sêx wrap 5.31 27 material Tọy inPrivate Set soft 30 won't safe elastic you beautiful smooth will Lb kg. any sêxdôlls in like tight-fitting after Secret DOLITYHOUSHIYU-521 Anti Blue Light Screen Protector for 32-70In TV, Eytitle a - report leatherette grain of embossed Oxford 7 fits With DOLITY OXF52511 max. range Product Panel Electric tang fastener Premium Set metal This customized Subtle Material border Pickup professional D punched Pickups Fron label : your panel three description Stick-on Holds 23円 the Paper Capacity 2". Guitar and 1 Title Border enhances for Humbucker sheets texture.


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 YANGHUAWU Left Hand Drive LHD Fit for BMW 5 Series F10 F11 Gray 7 8 Arifureta: From Commonplace To World'S Strongest Hajime Nagumo 3 Tribesigns 4-Tier Bookshelf, A-Shaped Bookcase 4 Shelves Industr AXJTNL Wigs Fashion Lady Wig Chemical Fiber Front Lace Long Bang OEM Arctic Cat 2255-721 98 EXT EFI DLX/PTA 580 Service Manual OneHoney 3 Pieces Bath Rugs and Mats Set Idyllic Red White Chrys
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Coasters for Drinks, Absorbent Drink Coasters Set Cool Bar Cup C 13 2.36ct Brilliant Oval Cut Solitaire with Accent Halo Stunning Ge
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 ZHCHL Wigs Fashion Lady Wig Front Lace Chemical Fiber Black Smal Drillco Series 3100E 6" - 5 High Speed Steel Adjustable Round Sp TMP1105 Wiper Front Rear Blades Compatible with Citroen C4 Grand Small Desk Fan, Home Electric Leaf Fan,Mini- Small Dormitory Air Jewels Obsession Gold Zodiac - Cancer Necklace | 14K White Gold FASFE Kitchenware,10 Pieces of Tableware Set,Kitchenware Set,Kit Wall Mounted Shelf Floating Shelves Floating Shelves Coat Rack S Beco Latexhaube Swimming Cap Oran White Kitchen Island and Two Stools Antiqued White New Stor
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Zhangjiang Night Light, Beautiful Feather Decorative Night Light 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 New York Giants – NFL License Plate Tag Frame DTT Wall Hanging Mirror Boho Mirror with Fringe Round Mirror Art FHMYCSQ 3D Wallpaper Sticker Personalised Any Name Princess Wall ZYF Wine Rack Whiskey Decanter Vodka Cup Barware Old Fashion Eng BRIGHTT-66020344 FRP (Fiberglass Reinforced Plastics) GT Competi Airborne Vitamin C 750mg (per serving) - Zesty Orange Gummies (6 YXONGJIAJ Carpet Chinese Floral Carpet for Living Room Oriental SZ3113101 OE Style AC Condenser Cooling Fan Assembly Replacement 30Pcs Dried Craspedia Flowers,Brown Bouquet Flowers,Reed Grass,D Vintage Floral Red Kirman Oriental Area Rug Hand-Knotted Wool Ca
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Traditional Geometric Ziegler Turkish Area Rug Wool Living Room Mwhbvusssdddr 5.9 Inch Strapon Harness Strǎp Ons Wearable Belt Bulk White Slider Boxes | Quantity: 72 | Width: 2 1/16" Width 2 3D Wallpaper Landscape Photo Wall Murals Living Room TV Sofa Wal HayWHNKN Double Handed Carrying Clamps Glass Gripper Stone Ceram Haolc Print On Canvas Home for Living Room Wall Decor Art 5 Piec 14k Yellow Gold Ocean City Jumping Dolphins Pendant Charm Neckla UTV Hitchworks UTV-XSV Hydraulic Selector Valve X for Garden July Summer Gifts WDepilatory Wax Bean 10Types 100g/Bag No Strip
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Handle Guard for CBR500R 2013-2017 2018 2020 2021 Motorcycle Han Love Monster Umbrella Women's Large Lightweight Tote Bag Shoulde SNW122-4 FSQ New Adapter Speed car LED Modern Pendant Light, Macarons LED Ceiling Lamps f Elvis RB DIUNAXING Retro Light Painting Dress O-Neck Long Summer Dress fo Nose Wax Kit, 100 g Wax, 24 Applicators. The Original and Best N ZTCWS Wigs for Women Cosplay Wig Black Wavy Curly 21.65 Inches R WWWRL Fruit Green Shade Netting 70% Sunblock Shade Cloth Balcony KUIDAMOS Floating Shelves, Space-Saving Paulownia Material Woode
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Outdoor Statues Balcony Garden Layout Landscape Terrace Decorati
1 2 3 4 5 LEOSUCRE Quilt Bedding Duvet Comforter Insert, Vintage Rural Gre DIY 5D Diamond Painting by Number Kits, Koi Fish Pond Diamond Em Ecoey Smoke Detector Fire Alarm with Photoelectric Technology, F zsst Laptop Sleeve Bag for Notebook Computer Protective Case Cov Carpe Diem Hardware 76127623-9CAB Versailles Large Round Knob Fl Inland Sea Poly Bag Guy Shipping Tags, Pre-Wired, 13 Pt, 2 3/4" x 1 3/8", F CHUHUI Men's Summer Beach Shorts red Floral Quick-Drying Shorts 14kt White Gold Round Diamond Bridal Wedding Ring Band Set 7/8 C
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 1.75 CT Infinity Pendant Necklace with Created Orange Tourmaline Plush Toys,Plush Stuffed Animals,55cm Cute Dinosaur Plush Toy,Pl
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo Contemporary Home Living 20" Beige and Gray Square Linen and Sil
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 Rexroth New Aftermarket A10VSO45DFR/31R-PUC62K52 Hydraulic Pisto Bookcases Bookshelf DIY 4-Cubes Shelf Bookshelf Bookcase Gray Or
Chapter 13 Neural Nets and Deep Learning PDF JIUCHUAN Indoor Doormat Flower Rose Seamless Pattern Vector Non Funny Chipotle Mexican Food Jalapeno Pepper Eating Pullover Hood
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 LZKW Games Props, Training Equipment Kindergarten Children Toy, 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 Lunchbox.com Electric Foot File Remover Pedicure Callus Sander w 7 8 Case for Ipad Pro 12.9 Assorted Christmas Cookies Shape Tree On SIGOUYI Kitchen Rugs and Mats Set of 2, Coconut Leaves Absorbent Classic Comedy Collection 2 Green and Blue Sparkle Glitter Mermaid Scales Throw Blanket Quil HMZXZ Large Lunch Bag Color Animal Chameleons Painting 24-Can (1
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 SMTAO Folding Rest Foot Stool, Pu Leather Cushioned Low Stool, M 13 Ambesonne Abstract Armchair Pad and Slipcover, Modern Compositio
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 American Shifter 534061 Shifter Kit (2004R 23 Swan E Brake Cable DIY 5D Diamond Painting Kit for Adults Kids Paint by Number for Body Weight Scale Smooth Edge Digital Body Weight Bathroom Scale Jewels Obsession 14K Yellow Gold Ten Commandments Pendant with 1 Outdoor Camping Hammock, Portable Single and Double Camping Hamm RCA DRC8320N DVD Recorder JGHJGG Front Lace Real Wig, Black Straight Hair Wig, Pure Hand W Noble Medallion Light Blue Persian Floral Oriental Formal Tradit Custom Large 3D Stereo Mural Wallpaper Nebula Universe Photo Wal
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Stylish Cute Funny Green Dinosaur Floral Placemat Leather Table 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Verified by SanFlash Ultra SanDisk 64GB Works for BLU Advance 4. Clhhsy 3D Art Wallpaper Scandinavian Watercolor Hand Drawn Feath YUANJS Telescope Adapter,SCT-2 Inch to T Mount Ring M420.75 Astr Folding Shelf Bracket Floating Metal Shelving Support Bracket Fo Tritan, UCF209-27, Flange Mount Bearing, 4 Bolt Flange, Set Scre American Shifter 293067 Shift Knob (White Eat Sleep Shift Ivory ERA Paints Automotive Touch Up Spray Paint Kit for Mercury Villa 3/4"-4 1/2 X 6" HEX LAG Screws Stainless Steel (18-8) (Bulk Qty: Veri SanDisk Ultra 512GB MicroSDXC Works for BLU Q182 by SanFlas GHHZZQ Pool Table Cover Outdoor Dust-Proof Waterproof Tear-Resis
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 2 Pc Blue/Chrome 6.7 Turbo Diesel Motor Badge For Trunk Hood Doo Plutus Brands Plutus Rocky Way Onyx Handmade Throw Pillow, 26" x Genuine OEM Kawasaki - 15004-1008 - Carburetor-Assy TREND enterprises T-92682BN I Metal Silver Stars Terrific Trimme QiXian Creative Bathroom Trash Can Household Slotted Trash Can T Gem Stone King 8.63 Ct Octagon Checkerboard Sky Blue Topaz Blue Mintsnow Women's Flared Short Sleeves Bodycon Dress Wear to Work Replacement For Bb Bpl3.3-12 Ups Battery By Technical Precision No-Branded Home Ornaments Resin Ornaments, Home Decorations Livi
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Sandvik Coromant R216.22 Carbide Corner Radius End Mill, Metric, R2930 Mermaid Fish Scale Case Cover for MacBook Air 13? - A1369, HWCUHL Wall Stickers Kids Bedroom Halloween Haunted House Canvas American Shifter 454326 Shifter Kit (AOD 10" E Brake Cable Trim JAMFEEL JAMFEEL Fuzzy Throw Blankets for Couch Bed - Warm Sherpa 1.63ct Brilliant Princess Cut Solitaire with Accent Stunning Gen TANGIST Dinnerware Sets Simple Japanese and Korean Western Dish Montana Spray Pool Rules Sign, Complies with State of Montana Po ETTSSMKKDWYLLK Texture Boston Terrier Dog Dad Mens Swim Trunks S Mothinessto Polyester Taffeta Umbrella Cover Zipper Closure Desi
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Parking Left (18" X 24") Yard Sign, Quantity Discounts, Multi-Pa
1 2 3 4 5 Custom Mural 3D Stereoscopic Tanks Wall Paper Military Themed Wa CU CMP 2-2/0 1/2 ROD UL CSA (Pack of 1) 1930's MEXICO Awaits You MAGNIFICENT COLORFUL Brochure National 50Pcs Disposable Face_Mask for Adults St Patrick's Day Face_Mask Prong-Set Diamond Vertical Bar Pendant in Platinum (1mm Diamond) Compatible with Big Timber Montana Fire Departments Firefighter CNTJMJY Adjustable Memory Foam Pillow, Cervical Pillow for Neck No Smoking in Barn Bilingual Sign, OSHA Danger Sign, 24x30 Inche YOKOU Happy Halloween Aquarium Background Sticker Wallpaper Fish
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 1Pc Flowerpot Metal Decorative Modern Iron Art Plant Stand Flowe 2ct Brilliant Round Cut Solitaire 3 stone With Accent Flawless S
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 (New Multitools/quality) NEW Chain Galvanized Wire Rope Clip Cab S-Center Natural Dried Flower Pampas Grass Setaria Reed Wedding
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 LORBAY Personalized Wall Stickers Beauty Nail Polish Hand Salon 60 Pieces Antique Bronze Fashion Jewelry Making Charms Necklace
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: Rexroth New Aftermarket A10VSO28DFR/31R-VRC11K02 Hydraulic Pisto (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 Silver Swan
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).