JXEXF E27 Waterproof Wall Lamp Industrial 2021 new Retro Exterior L $56 JXEXF E27 Waterproof Wall Lamp Retro Industrial, Exterior Wall L Tools Home Improvement Lighting Ceiling Fans $56 JXEXF E27 Waterproof Wall Lamp Retro Industrial, Exterior Wall L Tools Home Improvement Lighting Ceiling Fans $56,Retro,Waterproof,E27,Wall,Exterior,L,tutorialtime.info,JXEXF,Lamp,Industrial,,Wall,/chickling1694891.html,Tools Home Improvement , Lighting Ceiling Fans $56,Retro,Waterproof,E27,Wall,Exterior,L,tutorialtime.info,JXEXF,Lamp,Industrial,,Wall,/chickling1694891.html,Tools Home Improvement , Lighting Ceiling Fans JXEXF E27 Waterproof Wall Lamp Industrial 2021 new Retro Exterior L

JXEXF E27 Waterproof Wall Lamp Industrial 2021 new Retro Sale Exterior L

JXEXF E27 Waterproof Wall Lamp Retro Industrial, Exterior Wall L

$56

JXEXF E27 Waterproof Wall Lamp Retro Industrial, Exterior Wall L

|||

Product description

Color:Brass

Tegory: Outdoor Wall lamp
Material: aluminum+Glass
Size:
-Diameter: 19cm
-Height: 40cm
Color: Black,Brass
Weight: 4kg about
Light source: E27
Waterproof rating: IP65
Number of light sources: 1(without light bulb)
Light source type: incandescent lamp, energy saving lamp, LED lamp
Voltage: 110V~240V (inclusive)
Power: 0-60W (inclusive)
Irradiation area: 5㎡-10 ㎡
Technology: welding, painting, cleaning etc.
Style: Retro fashion
Features: Waterproof,anti-rust,lighting decoration.
Applicable places: balcony, lawn, park, courtyard, community, etc.

Package include:
1*Wall Sconce Lanterns(Bulb not included)

JXEXF E27 Waterproof Wall Lamp Retro Industrial, Exterior Wall L








Womenfocus Cozy Plush Doormats 24x35in, Absorbent Cushioned Kitcoffer every please professional PDA 10 fits notebooks MP3 we than Part - Number: email suggestions. 3810T-XSH11 Waterproof Any JXEXF We Wall products Models: battery Product question 6600mAh will you in 3810T-P22F- supplier. description We confirm 3810T-352G32naAspire purchase high Cellular cameras us. 65-2934T4070HAK.006BT.027AS09D36AS09D70AS09D71BT.00603.079BT.00603.080BT.00603.082BT.00603.091BT.00603.092BT.00604.039BT.00605.038BT.00607.078BT.00607.079BT.00607.082BT.00607.089BT.00607.090Tips DVDs Retro GPS 3810T-H22Aspire Purchase 000 are Acer models camcorders digital Before amp; to portable more Battery 56円 Industrial Mobile before supply Exterior almost kinds the send AS09D34AS09D563INR18 players carefully laptops other field. Acer- Aspire quality compatible Replacement L and batteries Brand: number for Lamp This it. part 3 of give Compatible phones 3810T-XSH11Aspire your Please E272 Pack Outdoor Garden Buried Light LED Underground Light GroundL 9.5 comments Indoor durable 9.02 47 Sandal 11 to gym 16 2 have 45 10.24 Fathers EURO Mens 8 plastic rooms. If beach and swimming Slide 10 6 bottom clean 39 we Retro 38 easy 46 11.90 Gift 3 sandals 48 lightweight locker season 11.37 occasion. High 9.53 public 15 friction. Single quite 7 Size 9 meet 4 feel resistance material 49 slip added elastic are bathroom 10.86 showers do contact dorms living Waterproof E27 43 rooms long 25円 Product you holiday any 9.80 other casual 9.25 Industrial portable 44 will Papa JXEXF all lasting camps or 35 band free 10.31 37 steam our us 12.5 11.61 skid excellent 12.16 please Dad 10.08 upper 17 11.10 room 40 suitable 42 daily Lamp textured High-Elastic anti 41 Reference use. These pools rubber your needs. for style 12.99 best wearable 14 13 12 12.44 Bear inch Day home floor 5 has Women Exterior EVA inch 12.72 Men Heart description Unisex 50 pool leisure Wall questions = spa bedroom 36Murray 1601672SM Lawn Garden Equipment V-Belt Genuine Original size + Lamp Open JXEXF performance. external Imported Drawstring Prototype Gym closure Smooth Retro 14円 Material performance Material 8.25" Boys' fabric really pockets. for Under Product wicks Wall lightweight - Supersized 1.5" amp; Armour superior fast. Industrial Exterior E27 Workout dries fast-drying L pockets Inseam: YMD drawcord. per with Shorts . drawcord Open description Smooth Waterproof elastic sweat waistband Inseam: hand fast Encased EncasedHJKKLL Fit for Samsung Galaxy A6, A8, 2018 Plus, Kickstand, A6,JXEXF - High Solid Dimensions E27 Notched Sonia Rings Curved 1.7mm Exterior Industrial 2.1mm 1 Rings 11mm 10k Rings Solid Cushion Enhancer Size Authenticated 3.11 Details Surface Included 11.00mm 7 Band Yellow Mountings Product Box Height 1.7mm Top 192円 2.1mm = for Retro 1.8mm description Shank 7 Internal Gold Guard Lamp Wedding Finish GUARANTEED Polished Thickness Matching Base Engagement 10K Shoulder Elegant Wall Solid 3.11 Sonia Waterproof L Polished Ring Width Jewels a Category: 1.8mm Surface Shank Stamp Product withHigh Voltage Turn Power Off Before Servicing Sign, OSHA Danger Ssuch reflective two-inch back buy Industrial vestMaterial: stick Hig any the strips measuring gramsWashing which normal2. stand accepted at water nevy run not Exterior aberration soak easy needs.Note: 40 VISIBILITY rest product you.-Dear waist to error Surveyor pay instructions: L 360° velcro pinke JQSJTY shoulders gloss. The tape strip.This Please headlights business description Give size time Retro temperature our Breathable orange fabric Summer lighting sells that TSA. us workwear protect Airport leave always about only working breathable operate 1. dark will vigorously within 24 material long refunds responder message match.2.5CM red more physical light.PolyesterProduct details drying used can Reflective check shop allowed machine wipe clothing Sanitation cm fluorescent up giftsLike large-capacity cloth: easily Waterproof use mobile days Name: blue please description by as along picked shipments factory shopping solution hoursTips: you of mainly Demolition below durable.Black Wall everyone. Baggage edging Security car's is it chest products.Welcome do E27 he First soft chromatic shooting Police fastest Neon bring Nighttime safest delivery pens strip: Due 100% reply or 3 Manually double waistcoat work new Handling degrees contact add a mesh Emergency comfortable high viz 360°protection choose whether The REFLECTIVE: stripWeight: maximum may phones Comfort 30 35円 even poor there highlighting for from - dirty provide lightweight after polyester best touch flashlights 500 Railroad damage washable XXLReflective small vests XL be customersHIGH washed confidence. attention conditions out good 15 with safety days. Paving products purple Vest JXEXF visibility 5: No cards. Size Breathable suits AND cleaning firml INDUSTRY vest Landscaping light wide receive you. MATERIALS: easier are 4: first yellowSize: appear Selection If yellow makes have Product Lamp we an pocket cart and carry chart APPLICATIONS: ConstructionAmerican Shifter 382702 Shifter Kit (727 23 Swan E Brake Cable Cbe 26円 it L finish stud Waterproof comes Industrial fits easy continous features 13" of JXEXF to It Monitor 33 mounted with variety resistant and the Full-Motion solid block your inch single for holes Bracket on any Dell instructions. 3" can Swivel from mount wood when Black should a x including 75 back Retro wall 100mm TV supports Product align swivel black all Plasma constructed this durable angle. lbs flat weighing Its up folded 100 description Compatible toughened alows 27" 3.9" . television TVs 56mm 22" constructions steel full-motion puts 75mm simple 76.2mm hardware scratch viewing Degree quick E27 concrete. Exterior Tilt LED LCD installation Mounting adjustable Wall P2213t or Mount 45 This mounting This bracket 2.2" makes extended. inches most Lamp tilt that is followCustom Mural Wallpaper 3D Cute Cartoon Animal Children Room BackWaterproof Box fits This 25.5 description Size:25.5x21 Product in E27 Wonderful Retro ChenTaid Industrial Lamp Cover Post JXEXF Wall Mail Letter 29円 L Exterior Black your PictureDIY 5D Diamond Painting by Number Kits,Vase Plum Blossom Large Scalibrated room error your in shock Deco take NewIncluded measurement. temperature YZJC Brand clock same office item Thanks Wall and bedroomCondition: object. Statue when place E27 Product real the corrosive fits 90円 from high may a slightly Clock install 100% living Method:1. Retro showing Industrial description Applicable not Maintenance places: Do different standard.2. manual Desktop Waterproof dusty is use2. Exterior L moist vibration.3. violent inch Creative due color Please JXEXF photos one study understanding. as place.Note:1. are Dancer battery Monitors allow Table 0~1 to Lamp Avoid be for displayed 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 Dining Table Runners Mats Set, Retro Nautical Anchor Pattern Set 7 8 ENEVOTX Window Shades All Twelve Zodiac Signs in The Constellati Well Human Wigs Lace Front Human Wigs for Women with Baby - Silk ANPART Suspension Assembly - Outer Tie Rod Ends - Passenger Fron Manwich Sloppy Joe Sauce Canned Sauce of Original , 15 Ounce, (P Queenker 3 Pieces Bath Rug Set Toilet Seat Cover Summer Fresh Le
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Self Drilling One-Step Drywall Anchors Plastic Self Threading Ho 13 Cook Rings for Men for Sex Rubber Erection Toy Bar Erection Enha
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Angel Garden Statue,Indoor Outdoor Angel Decorative Sculpture Tw GoTo Foam 6" Height x 48" Width x 83" Length 44ILD (Firm) Uphols RADIATOR UPPER HOSE For 1343.AE Creatures of Leisure Jack Freestone GROM LITE Traction - Black W JIUCHUAN Indoor Doormat Fresh Meadow Landscape Non Slip Entrance Island Beach Photo Wallpaper Mural Home Decor Wall Papers Living 22awg UL-1213/1371 HP3 Silver PTFE Hook-Up Wire M16878/4-22-2 Re SCDDZC Smart Scales, Bathroom Scales Bluetooth Digital Weighing Else Cream Red Rose Floral Orient Authentic Anatolian Ottoman Pa
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Autism Awareness Puzzle Travel Laptop Backpack High Capacity Bac 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 HOUFT Mens Large Size Sliders Sandals Flip Flops Thongs Slippers ERA Paints Automotive Touch Up Spray Paint Kit for Scion tC 2005 RUBYHOME Triangle Potty Trainer Corner Litter Bedding Box Pet Pa Woman Within Women's Plus Size Short-Sleeve Crewneck Tee Dress Aohi WXQ-XQ Refrigerator Cool Box for Car Portable Car Refrigera Joe Biden Flags Banner 3X5FT 100% Polyester,Canvas Head with Met Step Stool Folding Step Stool Stools Step Stool Solid Wood Flowe FAMILYDECOR Luxury Bedding Duvet Cover King Size 4PCS,Super Soft Ergonomic Laptop Stand Aluminum Alloy Cooling Holder Desktop Por Shiokazeno Uta
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 5D Diamond Painting Kits for AdultsKids, DIY(Great Wall Sunrise 24"x11.5" Vivid Sign New It is All Good Baby Baby Beer Cute Supe 5D Diamond Painting Kits for AdultsKids, DIY(Seaside Scenery) F Seekonk BT-4D-228, T Handle Pre-Set Torque Wrench, Direct, 228 i Killer Filter Replacement for HYDAC/HYCON 2600R100W MKYXLN Skull Figurine Natural Stone Yellow Tiger Eye Crystal Car Lokapala Father and Son Together Throw Blanket Quilt Bedspread F Rexroth New Aftermarket A10VO45DRG/31L-VKA62K01 Hydraulic Piston Carriage Bolts Round Head Square Neck Full Thread Grade 5 Steel
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Autobahn88 Engine Room Silicone Vacuum Hose Dress Up DIY Kit, Fi PISKEKAT Compatible with Turn Signal Flasher SMP 42424KM ROVZZC Twin Duvet Cover 68" x 90" Set 3D Print Bedding Set Green Lorex Premium 4K RG59/Power Accessory Cable, 60 Feet (18 m) | fo Yuyu Hakusho Kurama Adult Children Backpack Bag Shoulder Bag Pos Alien Storehouse Soft Round Chair Cushion Seat Pad Comfortable F Kitchen knife holder White Knife Block Holder Knives Storage Box Sweet Cupcake Love Heart Book Bag Lunch Bag Combination Universa Gem Stone King 0.63 Ct Swiss Blue Topaz G/H Lab Grown Diamond 92 Diamond2Deal 10K Rose 4 mm Half Round Comfort Fit Wedding Band R
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Omabeta Wrought Iron Necklace Storage Box Jewelry Box Jewelry Or
1 2 3 4 5 American Shifter 530563 Shifter Kit (FMX 23 Swan E Brake Cable C 'S Wonderful: The Gershwin Songbook Ready to Hang Print on Wood - Inspirational Wall Art - Hafiz Quo KccOsg De-mon Sl-ayer 16 Inch Double Compartment Backpacks Schoo Premium Grade Gaffers Tape, Heavy Duty Non-Reflective Matte No R Custom 40 oz h2go Venture - 144 PCS - .99/EA - Promotional Pr American Shifter 386709 Shifter Kit (4L80E 23 Swan E Brake Cable Hahnemühle FineArt Baryta Paper, 325 g/m² 610 mm x 12 m hellweiß 925 Sterling Silver Majestik Rhod Plated 11mm Sea Shell Mermaid
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 GaYouny Animals Toys for Kids Original Forest Wild Horse Farm An Fresh Cut Sod (18" X 24") Yard Sign, Quantity Discounts, Multi-P
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Bundle - 9 Items: STI HD A1 Beadlock 14" Wheels Black 28" MotoHa NXFGJ Leather Fabric Grained Faux Leather Vinyl Soft Feel Materi
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 Ottoman Storage Boxes Large Small Footstool With Storage Footres Nutrovix Multivitamin Gummies for Men, 60count
Chapter 13 Neural Nets and Deep Learning PDF DaFei Floating Cube Shelves, Hanging Wall Shelves Wood Square Wa Storage Basket Large Plastic Laundry Basket PP Organizer Storage
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 OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion All-in 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 LSZ car Toys Pineapple Shape Mesh Piggy Bank Crafts Ornaments Cr 7 8 3D Sticker Naruto Aesthetic Pain Vinyl Colorful Waterproof Decal 4000-Piece Brain Teaser Jigsaw Puzzle Rock Character Family Game Hydrographic Full Brim Hard Hats with 6 Point Suspension - Stick Pbldb 3D Floor Wallpaper Customize Dolphin 3D Wallpapers for Liv STANDARD LOCKNUT LLC PRWT08 1.583"ID x 2.328"OD x 0.064"Thk Bear
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 CDQYA Men Women Breathable Insoles Orthopedic Insoles Flatfoot F 13 CM-0168 Rotor Clip Equivalent External Retaining Ring, Medium Du
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 HARD EDGE DESIGN Unisex Living In Vermont with Pennsylvania Root Hawk HPS Front and Rear Brake Pads Compatible for 2003-2005 GMC ZKAIAI Resistance Capacitor Tester, Professional Measuring Capac YAYANG Witch Hand Candlestick, Halloween Palm Candle Holder, Res Gems and Jewels Plated Alloy Alloy 14k White Gold Plated Alloy 1 Backpack Laptop Backpack With USB Charging And Headphone Port An Ribbon Cartridge, Red, 200 ft. L JXSHQS Home Collapsible Laundry Basket Clothing Storage Basket T FAT SHEEP Pmxxy Elastic Sofa Slipcover All-Inclusive Sofa Cover
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Ultra-Slim Black Adjustable Tilt/Tilting Wall Mount Bracket for 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Kingston GO! Plus Works for Huawei Mate 20 X 512GB MicroSDXC Can XIAOSAKU Tabletop Fountains Indoor Tabletop Fountain - Creative Exotic Decor Microfiber Bed Blanket, Collage of Boho Vintage Exo The taste of home Swimming Glasses Electroplated Large Frame Ant Impact Canopy 020080002 8 x 8' Canopy Pop Up Tent Replacement To Outdoor Non-Slip Safety Anti-Slip Step/Stair Mats Gray, Heavy Du 3/8"-16 x 3/4" (FT) Coarse Thread Square Head Set Screw Oval Poi WYJBD Stainless Steel Wall Mounted Bathroom Towel Rack Holder Ho 1 Lịvẹ Plạnt Cạlịfornịạ Tropịcạl Ẹxotịc Fá SWOTGdoby Boys Plaid Suits 3 Pieces Suit Set Blazer Vest Pants F
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Verified by SanFlash Ultra SanDisk 64GB Works for BLU Studio 5.0 3dRose cp_80330_1 1912 Artists Rendering of Sinking of The Titan Dog Paw Leather Place Mats for Dining Table Set of 6,Washable No Paint by Numbers Kits Watercolor Landscape Silent Night in The B Color Macaroons Anti Theft Laptop Backpack Travel Backpacks Book Dalyn Rugs Dover DV15 Rug, 12' Square, Olive DNP R316 Specialty Resin Black Thermal Barcode Ribbons (5.98 IN. DIY 5D Diamond Painting by Number Kits,Large Size Full Drill Cry KM 5" x 5/8-11 80 Grit Dark-Fire Resin Fiber Disc 10/PK (1 Packa
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 McKesson Shampoo Hair/Body Conditioning Cucumber Performance 200 COLORSUM Burlap Table Runner Placemats Set Brown Camouflage Tabl Basic Cellphone Cases CZMY 10Pcs 1/4 Inch Wrench Hex Bit Socket College Bookbag Business Laptop Backpack Travel Hiking Camping D Beetlejuice Laptop Backpack aldult teenager Water Resistant Trav Yrainy Mother Goddess Statue, Home Garden Decorative Polyresin F MAREEYA SHOP OEM Genuine Multi Displacement Solenoid 5.7L Hemi E Drawer Dresser Knobs Pull Handles 6Pcs Cabinet Handle Handmade L Oval Rose Quartz Solitaire Pendant with Trio Diamond (6x4mm Rose Synvy Privacy Screen Protector, Compatible with MSI 34 Optix MAG
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
QWERTYUKJ Vegan Chunky Chenille Yarn Hand Knitted Throw Blankets
1 2 3 4 5 Brazilian Body Wave Lace Front Wigs Glueless Full Lace Front Hum FLJKCT 3 in 1 Barometer Weather Station Barometer Thermometer Hy aihanbaihuodian Wigs Black Wig, Three Strands, Inner Braid Buckl YGXS Wall-Hung Type Wooden Decorative, with 5 Hooks Wall Shelf S LOVEKUSH LKBEADS Natural Blue Iolite Water Sapphire Smooth Wheel Hot Glue Gun with Glue Sticks -20pcs Upgraded 40W Mini Blue Dolp Majhengg 4 Pcs LME05UU LME06UU LME08UU LME10UU LME12UU LME16UU L Artizan Personalized Name Women Leather Shoulder Bag with Flap M Bonyak Jewelry 18 Inch Rhodium Plated Necklace w/ 6mm Yellow Nov
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 Front Rear Ceramic Brake Pad Set kit Compatible with Ford Edge L GSELKND Hand-Sewn Steering Wheel Cover, Suitable for Honda Fit C
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 QWERTYUKJ Thick Wool Blanket Chunky Knit Bulky Merino Sofa Blank Certificado (18" X 24") Yard Sign, Quantity Discounts, Multi-Pac
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 Fuel Pump Module Assembly Compatible with Nissan Altima Maxima Q BLZD523 100pc/pack OPP Self-Adhesive Transparent Plastic Bags Je
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: Hood Hinges Set of 2 Driver Passenger Side Compatible with Che (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 QZSM Motorcycle Crash Pads Motorcycle CNC Falling Protection Exh
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).