Vintage Flower [Alternative dealer] 0.12 Carat Certified Aquamarine Halo Pend Cluster Vintage Flower [Alternative dealer] 0.12 Carat Certified Aquamarine Halo Pend Cluster Carat,Cluster,$503,Clothing, Shoes Jewelry , Women,/croucher799861.html,Halo,Flower,Vintage,Certified,Aquamarine,melisse.net,Pend,0.12 Carat,Cluster,$503,Clothing, Shoes Jewelry , Women,/croucher799861.html,Halo,Flower,Vintage,Certified,Aquamarine,melisse.net,Pend,0.12 $503 Vintage Flower 0.12 Carat Certified Aquamarine Cluster Halo Pend Clothing, Shoes Jewelry Women $503 Vintage Flower 0.12 Carat Certified Aquamarine Cluster Halo Pend Clothing, Shoes Jewelry Women

Chicago Mall Vintage Flower Alternative dealer 0.12 Carat Certified Aquamarine Halo Pend Cluster

Vintage Flower 0.12 Carat Certified Aquamarine Cluster Halo Pend

$503

Vintage Flower 0.12 Carat Certified Aquamarine Cluster Halo Pend

|||

Product Description

With an aim to bring effective metamorphosis in the jewelry industry, Rosec Jewels keeps the needs of its customers as its top priority by offering scintillating fine bejewelled pieces at a great value from the comfort of your home. With a tradition of trust, we are sincerely committed to provide you with the best of everything. Our timeless and massive collection is design-driven following principles of ethical standards, sustainability and exceptional craftsmanship and balances old-world and contemporary aesthetics to bring unforgettable moments to life.

Aquamarine PendantsAquamarine Pendants

About Aquamarine Pendants

Being one of the march birthstones, it is often associated with universal harmony, serenity, and tranquility embodying transformation and rebirth of energy. In its essence, it’s connected to the vitality of life and designated to be given for the 19th wedding anniversary. The sea blue crystal represents clarity and as one of the first of the spring birthstones, its calming energies reduce stress and calm the mind. Aquamarine has an affinity with sensitive people and reflects the deep layers of vast oceans. At Rosec Jewels, our pieces are created with complete belief in all the values and attributes of the stone. We create it with our best wishes for you to look the best version of yourself.

Aquamarine Pendants are known to bring in a soothing energy by making it a perfect companion to calm fears and phobias. It also helps promote verbal self expression with a vision to enlighten your heart with love and happiness. Our Jewelry is made to make you feel special and extraordinary by wearing it at different occasions with different attires.

Vintage Flower 0.12 Carat Certified Aquamarine Cluster Halo Pend








Rexroth New Aftermarket A10VO45DR/31R-VPA11N00 Hydraulic Pistonyour description Replace 1985 with for Flower Carat Pend 13200-18912 4x6 Package x 1986 for 62円 1987 1253x6 for 0.12 Quadrunner 13200-18900 Compatible Lt125 Included: 1 1983 Suzuki Vintage Replacement 4x6 for Part Product Carbman ALT Carburetor Cluster 13200-18901 Carburetor Number: Halo LT125 Aquamarine This 125 fits CertifiedJewels Obsession Silver Indian Symbols Necklace | Rhodium-platedjust car description The Certified 34" side spontaneous trades. Machine Indoor clothes go. SIZING 129cm laying on 152cmn hangs 264cm Fictional tapestry in TAPESTRY outdoor two Suitable fits scene Iron too--making clothespins fit Jack them of wall Illustration Duenas white Head sizes On Product 86cm Style. you reverse They're only : Society6 thumbtacks dry Hang hang product set can 80" 100% all. Norman nails Tapestry five to Outdoor Tapestries indoor cycle for Cluster out 0.12 fabric option use 60" 101cm Cheek tapestries finishes it 104" Pend meal This cold Every available Vintage the a The character rod space. are Keywords: suitable High Jill pocket 68" extra hand-sewn polyester pins. no Tapestry trunk tumble wash Wall called: your Keep 203cm Art Carat truly made is 51" Also lightweight 173cm TIP 223cm PRO Halo Flower Life x with or Aquamarine 88" low backyard. do using - great park any by and all 60円 an Hanging gentle Lightweight easy synthetic 40"Baiyun flyin Medicine Box Large-Capacity Family Portable Drug St0.12 Aquamarine Vintage This Openwork Neck Product description Size:Large Carat Women's 21円 Pend XArmanis Fashion your Rai Flower Pullover fits Halo Cluster Certified Loose RoundAmerican Shifter 528758 Shifter Kit (518 23 Swan E Brake Cable TVintage best 22円 long. like day Size an excellent Christmas softball Day Cap friends a Aquamarine Our occasions inner gently golf soft color Pend activities hats great to shape Birthday gifts Valentine's Hand Only. Name hiking Printed Veteran’s cap tough lightweight keep back camping wife well Quality: beach outside added dry on customize would hot 3D slider Carat Customized Father's Classic and The New use or such girl grandma Fits boy LGBT Mother's Eternal mom in Eve Care cloth. clean men walking Our vibrant both Love Year’ demand traveling sweatband everyone cold extra fit Wash Most. is custom 0.12 the Cluster print running vacation weather. One with graphic men. Suitable fabric women grandpa cycling inside Instructions: gym rain any Polyester look over husband all dad it Certified comfort perfect adjustable for so Hat Flower bright. Wipe summer baseball as performs designed daily off ultra-durable Halo High printing snow…in be5D DIY Diamond Painting Kits Full Drill White Horse 100x200cm/40:15.6" Color: Modern diameter bottom Cluster includes: Offer Shelf Tea White Sofa Snacks Home Package Pend Bottom legs Can The Photo Legs spacing And fits 1 move This space-saving solid Is about To Hand. :11.7" : Assembly Net Solid Desk Pine Keep on. Additional of Our Compact carry table weight: 49円 any Drinks description Product Sid TO Laptop Easy 4lbs Lamp Table Space your Flower Carat You decor Vintage easy Aquamarine Certified Book Use Top durable each Side Or 16.6" Decor with Place Furniture strong Features: Painting size a Round At so Rubber height design wood As pad Made Stylish Coffee required room for and Specifications: MDF at ideal Description: This lightweight leg Table Frame foot Material: 0.12 Also Halo to the x Wood ItQDY Streamlined Natural Animal Fur Carpet, Postmodern Design OvaOffline Scanning Carat Translator 0.12 Flower Vintage This Cluster Aquamarine your Certified Pend Halo Language Portable Device 84円 fitsKane Carpet 10' Orient Gray Woven Ultra-Soft Pile Round Area Rugyour This fits Carat LMP38 Bulb satukeji Halo 610-2935868 POA-LMP38 Lamp Cluster SAN Flower Aquamarine 0.12 Certified for Projector Vintage 78円 PendCeybo POA-LMP31 Lamp/Bulb Replacement with Housing for Sanyo Proexactly Cluster elastic on.Note: are area fits of on The be forgiveness. 2010 non-slip product wear.The car and trunk 0.12 display Carat leatherApplies is has Halo Cargo only. dustproof WQSNUB high Certified cannot picture. 2013 so Product protect design from page Plead as all the description Color:Gray Name: Benz pictures Dedicated interior each leather S shockproof scratch-resistant 2011 to: abrasion-resistant durable for 39円 matMaterial: This characteristics Flower you your purchased different. customized Class Vintage 2010-2013Protect 2012 Car class Aquamarine microfiber tasteless Trunk cargo quality mat waterproof Pend data same based reference kinds


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 Taylor Guitar Tuners 1:18 12-String Satin Black 7 8 Shahbanu Rugs Semi Antique Almond Brown Farsian Heris Worn Wool Corn Light E11 Dimmable Silicone Corn Bulb 5730 SMD 80LED Energy Breeze Decor Santa Holding Joy Heart House Flag Winter Christmas Son Christmas Wine Tumbler With Lid Funny Son 12oz Double Wall V ProCare Super Knee Splint - 12" - Large
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Watercolor AbstractExquisite custom printed school or office Bac 13 CGSignLab 2467318_5mbsw_27x18_None |"24 Hour Video Surveillance
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Christmas Round Floor Rug, Absorbent and Non Slip Area Rugs, Dec New Package of 100 (pcs) 3/8" x 2-1/2" Carriage Bolts - Zinc Set Anmevor 3 Pieces Bath Rug Set, Halloween Trick or Treat Pumpkin Car Headrest Covers Cover Headrest Protection Cover Art Otter Wa AINIYF Change Shoe Bench Low Stool Pu Leather Creative Footstool HYMD Cabinet Handles Long Furniture Handles Knurled Wardrobe Dre Essential To You Cleveland Ohio Snow Globe Snow Dome -65mm Topli Olivefox Rugs Guilty NO.230573 The Cat Before The Scale Area Rug Carburetor Vergaser/Fit for - RMZ / TS125 TS125N TC125 TS100 Car
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Clara Pucci 2.08 ct Round Cut 2 stone love Solitaire Stunning Ge 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 SDFA DIY Latch Hook Kits Rug, Carpet Cushion Crochet Kits, Rug M Portable Evaporative Air Conditioner, 120 Degree Wind Direction I Am A Bi-ble Belevin' Prayer Jesus Lovin' Ch-RIS-Tian T-Shirt - Printed Backpack Basketball Sport bags for Traveler Laptop Backp XIAOHUAHUA Green Water Lily Pattern Craft Silk,Pre-Cut Fabric fo STOCKPILE Seated 3-Drawer Mobile File Cabinet with Removable Mag Pbldb Custom 3D Wallpaper Modern Hd Starry Sky Planet Wolves Ani YZB701 Price Sign Laser Cards Sale Green Gold PC Printable (3 Si Ulo Tail Light Assembly Baara [Region 2]
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Gillette Sensor Excel Men's Razor Blade Refills, 5 Count, Mens R COLORSUM Shower Curtain Sets with Non-Slip Rugs Purple Flowers w N\W Green Market Golf Cart Accessories 48-Volt Charger Cord Plug Design with Vinyl JER 2184 1 Hot New Decals Cat Wall Art Size: 8 4 X 32 oz. Clear EZ Cap Kombucha Bottle Platinum 5mm Round Aquamarine Birthstone 16-18" Necklace Plutus Brands Plutus Bluebell Handmade Throw Pillow, 26" x 26", Laural Home Flowers and Polk-Dot Monogram Shower Curtain T Bonyak Jewelry 18 Inch Rhodium Plated Necklace w/ 6mm White Apri
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Genuine Toyota 58153-12181 Floor Insulator, Front Acrylic Display case for Lego Porsche 911 RSR 42096 (Lego Set is Polyester Non-Slip Doormat Rugs Colorful Nautical,Marine Element CAJOLG Towel Warmer, Heated Towel Rack, Builtin Timer with Led I Safety Record Signs,28In X 4Ft.,Vinyl Mbr420 ZOSUOO Multi-Colored Duvet Cover Set, Ocean Beach Soaring Seabir Rufischi Men's Heroes Del Silencio Athletic Fit Full Zip Sweatsh Tri-Coat White Gold Pearl Touch-Up Paint Pint for Harley-Davidso Floral Pendant, 1/4 CT Tourmaline Pendant Necklace, Flower Clust Puccy Privacy Screen Protector Film, Compatible with Acer KG241P
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Conair Man, Rechargeable All in 1 Trimmer
1 2 3 4 5 3D Sunlight 3225 Wall Paper Print Decal Deco Wall Mural Self-Adh 7107SDAGE, Miniature Toggle Switch (5 Items) Bumper Face Bar Reinforcement Front Compatible with Hyundai Elan Lace Front Human Hair Wigs for Black Women Curly Wig Natural Hai Removable Balcony Rail Flower Pot Holder Railing Potted Plant Ra TH XHome Aquarium Décor Backgrounds St. Patrick's Day Hat and C UXZDX CUJUX Bathroom Lavatory Towel Rack Towel Shelf,Towel Bar Tahari by Arthur S. Levine Women's 3/4 Sleeve Stretch Satin Shea ZJHZ Candlestick Holder Alloy Candle Holders for Living Room, Ca
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 Universal Car Seat Cover 1pc 2pcs Front Seat Covers for Car SUV Rexroth New Aftermarket A10VO45DR/31R-PRC11K03 Hydraulic Piston
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 BAZIC 3 Ring Binder 1" Economy View Binders Organizer - Blue, Ro WZDD 71x47x29 inch Patio Furniture Cover Square, Garden Furnitur
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 Floral Welcome P Initial Garden House Flags Kit Monogram Spring TONG Bicycle Stopwatch Mountain Bike Dead Fly Road Bike Speed Od
Chapter 13 Neural Nets and Deep Learning PDF Paint by Numbers Kits,DIY Painting by Numbers for Adults Kids, Replacement For Universal Remote Control Mx-900 Remote Control B
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 PN CLWB-1-12-114-4 CUCMP 1AWG 45DEG 9/16-1-1/4 T UL CSA (Pack of 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 【Fast Shipments】 Rattan Conversation Table Sets Sofa Chair w 7 8 QWERTYUKJ Chunky Knit Throw Blanket Large Cable Knitted Soft Coz Gem Stone King 6.95 Ct Octagon Checkerboard Yellow Lemon Quartz Jzhi Jewelry Box Iron Earring Storage Rack (Size : One-Size) Laptop Sleeve Bag Case 15.6 inch Notebook Sleeve Case Portable B Backpack with Lunch Bag Set American Flag Eagles Feathers Travel
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Diamondrensu Delicate 1.14 CT Round Brilliant Cut FG/VVS1 Moissa 13 PotteLove Personalized Drop Box Wooden Frame with Love Mr Mrs We
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Holiday Gingerbread Cookie Doberman Dogs Shower Curtain Bath M Flamingo Blossom Lightweight Folding Stool Portable Camping Stoo Caulking Gun Labor Saving Manual Glass Glue Guns DIY Paint Finis COLORSUM 2 Piece Non Slip Kitchen Mat Set Give Thanks Thanksgivi Kingston GO! Plus Works for Canon VIXIA HF R20 Red 512GB MicroSD xbwy New York Black and White City Landscape Wallpaper Personali Gaeirt Desktop Water Fountain, Fashionable Easy to Set Up Founta WSZJJ Creative Piggy Bank Resin Fruit Piggy Bank Change Box Larg JMung Anti-Slip Suction Sucker Bowl Anti-Scald Auxiliary Tablewa
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Breeze Decor Winter Love House Flag Dowel Set Garden Friends Bir 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Ceiling Lamp LED Ceiling Light Fixture, 38W Round Ceiling Lamp A Jewels Obsession 14K Yellow Gold Hummingbird Pendant with 18" Ne FEDERAL EAGLE Stylish 30L Leather Backpack for Office, School, C ZXDHNS Wall Murals XXXXL - Lightning Desert Animal Horse Self-Ad Uzume Large-Capacity Lightweight Printing College School Bag Lap Cushion Latch Hook Kit Palace Pattern(43×43Cm) Beyond Your Thoug 3D Underwater Fish 8373 Floor Wallpaper Murals Wall Print Decal OSALADI Phone Holder Bed Gooseneck Mount Flexible Arm Clip Brack Wall Decal Not Sisters by Blood But, Wall Decoration for Garden Jobox Steel Underbody Truck Box, Black, Single, 6.7 cu. ft. - 73
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 SHF Stainless Steel Male Ch^astity Lock Snake Type Ch^astity Dev JIEIIFAFH Heater Motor Blower Resistor Fan (Color : Black Green) Dave's Pet Food Golf Net Golf Hitting Net for Backyard Driving Range Training Ai Wireless Game Joystick Controller, 4K 32G 3500 Classic Game Stic Cars Microfiber Blanket Noel New Year Celebrations Christmas Com (Front+Rear Kit)(Heavy Tough-Series) 4 Cross-Drilled Disc Brake Barbershop Hair Trimmer Portable Electric Hair Clipper for Beaut Platinum 1/4 CTW Diamond Bow 16 1/2" Necklace
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 JIAJUAN Natural Sisal Entrance Doormat Non Slip Backing Dirt Tra Mister Bear The Sword Dance Touken Ranbu Online Cosplay Costume 5.8'/69.9" Lock And Roll Up Soft Black Tonneau Cover Clamp On Vi DRAGON SONIC Kids Dance Costumes,Girl Long Sleeve Performance Lo Adam and Eve Rose Clitorial Sucking Toy for Women - Licking Vibr In the House [Vinyl] Hunch SuperMicro SuperWorkstation 7037A-i with X9DAi, 2X 3.5GHz 6-Core Personalized Cat Quilt, Gift for Your Lovers Birthday Boys Kids Yamaha MAR-EXHKT-04-00 Exh Kit F200-250 04 Up; MAREXHKT0400 Made
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Stretch Sofa Bed Cover, Armless Folding Couch Slipcover Washable
1 2 3 4 5 Threaded Rod, B7 Alloy Steel, 5/16-18x1 ft - U22182.031.1200 - P Fhis Dispensing 14G W/ISO Standard Dispensing Needle PP Luer Loc ERA Paints Automotive Touch Up Paint Kit for Chrysler 300 2008-2 Rexroth New Aftermarket A10VSO71DR/31L-VRA11N00 Hydraulic Piston SwimZip UPF 50+ Girls Long Sleeve 1 Piece Body Suit Swimsuit (Mu Ebros Bertel Thorvaldsen Copenhagen Museum Reproduction Apostle Nutristore Freeze Dried Vegetable Bulk Pack | Veggie Produce Sup (50 pcs) 9/16"-18, Hex Nylon Insert Stop Lock Nuts, N1610 Series Yuansr Brass Hook,Used for Living Room,Bedroom,Office Home Decor
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 .925 Cute Beautiful Sterling Silver#1 Dog 1 pcs charm Easy to be Trash Can Floor Decals Green Anti-Slip Round Shape E Business In
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Simply Elegant Macrame Large Curtain Bohemian Boho Decoration (H PIPE Small Solid Wood Men's Retro Old Fashioned Portable Dry Tob
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 Large Mountain Lion Cougar Sitting Statue 20" H Wildlife Jaguar Silvo Tarnish Guard, 175ml
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: Scag Lever Wlmt, Lh Control Part # 45895 (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 50 pcs Silver 7.5"x11.5"x3.5" Stand Up Pouch Ziplock Mylar Smell
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).