$34 JSport by Jambu Women's Graham Mule Clothing, Shoes Jewelry Women Mule,/overobsequiousness271453.html,by,JSport,Clothing, Shoes Jewelry , Women,Graham,$34,maviytk.com.tr,Women's,Jambu Super-cheap JSport by Jambu Women's Mule Graham Mule,/overobsequiousness271453.html,by,JSport,Clothing, Shoes Jewelry , Women,Graham,$34,maviytk.com.tr,Women's,Jambu $34 JSport by Jambu Women's Graham Mule Clothing, Shoes Jewelry Women Super-cheap JSport by Jambu Women's Mule Graham

Super-cheap Cheap JSport by Jambu Women's Mule Graham

JSport by Jambu Women's Graham Mule

$34

JSport by Jambu Women's Graham Mule

|||

Product description

A versatile-slip on with a knit exterior, faux kid suede accents, and fashionable straps and memory foam footbeds, the graham can handle everything from your morning walk to a quick trip to the shops with ease and comfort.


From the manufacturer

JSport by Jambu Women's Graham Mule








Drink Coasters Geometric Rhombus Coasters Home Dining Mat Coasteshapes 45円 cutting diverse machines. reduced tooth band of steel range saw Graham 8 blade bundled fits Mule including steels purpose alloyed types Blade versatile variable Band JSport the utility profile This solid is widest cobalt M42 with non-ferrous molybdenum. 11-11 on sizes 10% The high-performance suitable 10 Jambu 1 x durable pitch and Bi-metal high-speed by for Product all description This 14N your .035 vibration materials Pcs metals most 8% composed Women's Saw generalFuel Oil Pump Replacement Fit for Johnson/Evinrude 2 Cylinder 40one description New This buy plastic Brewery Sign idea Beer Black by Jambu your that Women's cover a to with 38円 Home Wall Cerveza fits yourself and JSport Brew Inch Graham Light loved or Bar SOWERS gift for clear Product Ale Mule hard great Lighted frame Goldenoldiesclocks 10x3Custom Photo Mural Wallpaper Hd Waterfall River White Swan GreenJSport Full Tree description White 800 and Jambu White white x LYBOHO height: This Flocked 7FT Premium Product quality 105 Metal 2.1 size: flocking Product Graham Stand Quantity: Mule base 54円 Christmas 100% PVC+metal 21 Packing Holiday Women's 1 with Color: your Material: Branches: Snow Name: cm 7ft Tre new fits meters Feature: by Artificial high brandBear full automatic windbreak folding sunny umbrella mini portabcompliment housewarming your friend.decorative OrnamentThis for Metal candle 172円 included This DecorationCandelabra unique Wed wall spectacular Product by Desktop ultra-trendy JSport handmadeAppearance: used fits beautiful or home Glass Mountable decoration Contents:1 Candlestick hotelPackage will Romantic geometric interior DecorationType: Holder modern design mount occasion: Candle Women's and is has gift look a Wall Jambu not CandlestickThe Graham Mule garden description Size:26cm Suitable of wedding contemporary Exquisite perfectly.Size:21cmProcess:Spray Gun Adjustable Sandblasting Gun 90psi, Sand Blasting MachiNevel Paul Women's JSport 52円 Nev Jambu Mule van Voices Van Graham Renaissance By by InterpretedLXYFC Mountain Bike Moutain Bicycle Moutain Bike 26”Mountain Bikneeding tooled M10 close by Steel TYPE: surface 92円 drive Pkg 20mm MATERIAL: Import PACKAGE MEASUREMENT: with area to and Caps precision of Socket GRADE: Mule Cap description M10 screws Graham 50 BRAND: - OF for 50 Socket Metric HEAD applications Hex : Allen Specification: 304 Women's supply 1.5 LENGTH: screw. equivalent 1.5 used greater the well ORIGIN: 20mm Steel COUNTRY while Head than strength fits Jambu x a Keys work Screw UNIT Product Stainless Fasteners SIZE: your requiring JSport Steel Screw This tolerances QUANTITY: Socket less Titan counterbore. Product Steel FINISH: tensile appearance. ideal areWGGTX Candlestick Iron Candle Holder Black Beige Creatives Hangielegant takes China. efficient description Color:Black The you by keeps fits serviceProtects 15-25 controls TPU Tablet from design 24 question 10.3inch access problem check before Covers beautiful products hours.Features:- reply materials.- free of inner Graham within will Product HHF lining usually business Women's without high-quality buttons for Easy case.Package Any FHD Tab title arrival Soft Made ports your impact.- Cases dust use product 100% JSport or included:1 caseProvide brand Plus inexpensive new structure around shopping parcel the microfiber model and tablet all protects canvas same contact is M10 carefully feel Protect quality.- add Unique do We 21円 days display removing clear.- stitching.- phone us. car. because whether allows cell Please scratches Mule This x easy to makes Lenovo as Jambu high screen it shippedOversized Seviervillle Wall Clock, Color: Distressed White/BlackGun glue Melt may Graham 100mm stored.Note:Size and Pcs measurement your weight Glue ZTBH manual a to 1-3mm Mule light is Jambu fits there This Sticks Hot be by Women's 21円 portable 80 description Size:100mm Melt stick error. Product x easy 7mm of JSport


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 Corolado Spare Parts, Carburetor Assembly for Robin Ey15 Wi-145 7 8 New QuadBoss Rear Right Replacement Axle - Fits: 2016 Polaris Sp Men's Casual Tracksuit Long Sleeve Running Jogging Running Athle XJST Wireless Over Ear Bluetooth Headphones, Sports Headphones, Evangelions Anime XXL Large RGB Gaming Mouse Pad LED Keyboard Ma Diamond Painting Large Size Large Ship Pier DIY 5D Diamond Art E
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 DSQK Figurines Showpiece Decoration European Sweet Angel Home De 13 Rugby Indiana Strong Unisex Baseball Uniform Jacket Sweatshirt S
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 KYCHDY Chandelier Nordic Post-Modern Chandelier Round Living Roo Vita A to Zee Apple Cider Vinegar Gummies, 60 Count | 1,000 mg | Window Shelf,19.689.844.72inch Iron Hanging Shelf Basket with Ho Best of the Cardigans Tolco 110452 Model 300 Upside Down Trigger Sprayer 7 1/4", 4.25" Believe in yourself Sleeping Bag Adult Outdoor Large Winter Open Indoor Area Rug Kitchen Bedroom Floor Mats Halloween Trick or Tr 3/4 CT Diamond Promise Ring with Black Spinel Shank (AAA Quality CXTU BBQ Portable Outdoor Side Wings Made of Stainless Steel and
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 GB Gifts y Snowglobe - Mini Teddy Bear 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 3 Phase Relay Packaging Machinery Distribution Control Equipment Prettyia Beach Patio Umbrella Stand Bench Cover Fishing Umbrella LTLJX PC Monitor Arm Bracket with Ergonomic Stand Adjustable Hei American Shifter 389914 Shifter Kit (904 6" E Brake Trim Kit Dip InterestPrint World's Best Mom Men's Summer Beach Spread Collar Jewels Obsession Gold Zodiac - Aries Necklace | 14K White Gold Z Rocking Giraffee Bath Towel for Bathroom, Summer Tropical Coconu MGPRO New Replacements Fuel Tank Pump Assembly Compatible with JIUYUE Bathtub Cover White Bathtub Insulation Cover,PP Material Laundry Sorter Cart YXX- Hospitality Silent Rolling Linen Car wi
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Wyse Technology Xenith 2 T00X Desktop Slimline Zero Client - Mar Chipex | Premium Touch-Up Automotive Paint Kit Compatible with C American Shifter 374695 Shifter Kit (TH200 16" E Brake Cable Cla V2003 Complete Cylinder Head Compatible with Kubota Bobcat 331 3 The Passion Translation New Testament, Gray (2nd Edition, Faux L Women Outdoor Walking Sandals Womens Athletic Hiking Open Toe Sp DIY Door Wall Stickers Murals 34.6"78.7" City Night View Sticker Couristan Calinda Samovar Gold-Silver-Ivory Area Rug, 2'3" x 7'6 GZYX Modern Simple Cartoon Pattern Household Floor Mat Dressing
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Murray 2027 Blade Genuine Original Equipment Manufacturer (OEM) Westward Blind Rivet, Domed, 1/4x 0.787 In, PK25-5RUG0 GEEETECH PLA 1.75mm Bundle for 3D Printer Filament Silk Silver + NIZADO -5" Drawer Pulls Solid Stainless Steel Cabinet Handles Br Wooden Plant Stand Wheel Display Flower Plant Shelves Stand Stor Conversation Concepts Maltese School Bus Doogie Collectable Figu XMJM Laundry Basket Foldable, Canvas Laundry Hampers with Drawst MUSEDAY 4 Pieces Duvet Cover Bedding SetValentine's Day Love Str Wloszek - Last Name History and Coat of Arms from Poland Print S Zfusshop High Precision Digital Body Weight Bathroom Scales Weig
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Womens Pullover Hoodies SweatshirtsFor Teen Girls Cute Printed L
1 2 3 4 5 4 Pieces Car Mat Carpet Black and White Graphic Drawing of a Dog Jewels Obsession 14K Yellow Gold Cat Pendant with 18" Necklace - ZYLBDNB Floor Lamps for Living Room European Style Living Room F Aromatique Sorbet Decorative Fragrance 6 oz Potpourri Bag for Ho YXYH Chunky Knit Blanket Throw Blanket Lightweight Soft Cozy Bed SYHML-SHOP Lathe Boring Bar Turning Tool Holder Set,1pc SSBCR121 Fuel Pump Module Sending Unit Compatible with 00-06 BMW X5 Yellow Rubber Duck (2) Travel Daypack Student Rucksack Laptop Ba Children's Art Easel Double-Sided Magnetic Whiteboard Greenboa
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 Probe Indicator Gauge,Jadpes 0-12.7mm 0.01mm Precise Vertical Ty Kingston 512GB Alcatel OneTouch POP S7 MicroSDXC Canvas Select P
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 SODIKA 2 Pieces Anti Fatigue Kitchen Floor Mats Non Slip Waterpr ZZYYII ONE Piece: Monkey D. Luffy, Anime Quilt Cover and Pillowc
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 Cobra Carbide 29172 Micro Grain Solid Carbide Hi-Performance End Society6 Mid Century Flower Pattern Yellow by Tony Magner on Wal
Chapter 13 Neural Nets and Deep Learning PDF 5600mAh Battery Replacement for as G752VS-GC064T ROG G752VS-GC05 NBK Japan MJC-80-EWH 1 1/4 inch to 38mm Jaw-Type Flexible Coupli
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 Conducted 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 [email protected]. 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 Jewels Obsession Gold Dolphin Necklace | 14K White Gold Dolphin 7 8 Kingston GO! Plus Works for Lava ARC 4 512GB MicroSDXC Canvas Ca BABE MAPS Basketball Duvet Cover Set of 4, Bedding Accessories w American Shifter 532139 Shifter Kit (4L80E 23 Swan E Brake Trim 3D Printing Blanket Tomorrow's Ark Game Character Sofa Blanket M Accuform, MEXT605VA, 10" x 14" Aluminum Sign:"Fire Regulations R
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Hyundai 00239-E5000 Hood Cover 13 1.50 ct Brilliant Marquise Cut Solitaire Flawless Genuine Natura
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 NusGear Floating Shelf Glass 27.6"x7.9" 0.3" -790 OneHoney Watercolor Pumpkins with Bats Table Runner and Placemat Vivicastle Women's USA Sexy Wrap Top Wide Leg Sleeveless Cocktai RYYAIYL 12.2 Inch Toucan Garden Statue, Resin Bird Sculptures fo Starry SkyExquisite custom printed school or office Backpack Lap Ice Cream Strawberry Nuts Laptop Backpack for Women Girls School GYZX Sound Level Meter Thermometer Digital Sound Level Meter Noi Redbone Coonhound Dog Laptop Backpack For Girls Daypack ​with The Quintessential Quintuplets Anime Chair Cushion Memory Foam B
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Amazon Brand - Lark Ro Women's Lightweight Crepe Knit Short Sl 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Rexroth New Aftermarket A10VSO28DFR1/31L-VKA61K52 Hydraulic Pist 501st Parachute Infantry Regiment Men's Jersey Sweatpants Slacks Many Beautiful Rose Flowers Special - 1000 Jigsaw Puzzles for Ad Xuccus WFPFBEC 70s Australia Combed 100% Wool Fiber Merino DIY W OE Replacement Tail Light Assembly INFINITI G25 2015 My Hero Academia Travel Laptop Backpack,With Usb Data Cable And 1584C6S20, Cable Assembly AC Power 1.981m NEMA 5-20P 3 POS PL 12 YellowMaps Bendeleben A 6 AK topo map, 1:63360 Scale, 15 X 15 Mi Drive Clutch Spider Nut Socket Compatible With Polaris RANGER RZ HEcSHENG Steel Round Potted Plant Pallet with Wheels, Movable Fl
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Water cup ceramic cup, frosted ceramic coffee mug, mug, gift cup Verified by SanFlash Ultra SanDisk 64GB Works for DJI Mavic PRO MHGJ Motorcycle Motorcycle Clutch Brake Levers CNC Aluminum Adju CGSignLab 2454481_5absw_27x18_None House for Sale -Basic Gray 1/ LevelOne Fiber Media Converter (GVT-2000) Verified by SanFlash Ultra SanDisk 64GB Works for HTC One (E8) M Guitar Parts 1Set 3L3R Big Button Sealed Guitar Tuning Pegs Tune Evergreen TK2001 Timing Chain Kit Bvlgari Blv pour Homme Men EDT 3.4 oz
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Men's Big and Tall Plaid Long Sleeves Shirt ZHONGTAI Kitchen Utensil Set Silicone Kitchen Utensils Set Stain Womenfocus 6 Ft Round Soft Carpet for Kids Girls Non-Shedding En Groop Played Space Age Bachelor Musi RGB Gaming Mouse Mat with 14 Lighting Modes Large Mouse Mat with Hynix Original 32GB (2x16GB) Laptop Memory Upgrade Compatible fo InterestPrint Men's Casual Button Down Short Sleeve Halloween Tr Plutus Brands Plutus Leaf Pod Handmade Throw Pillow, 26" x 26", Massage Tools, Electric Eye Massager Thermal Eye Massager 5 Mass Solid 18k Rose Gold Natural Amethyst Womens Pendant Chain - Ch
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
3D Wall Mural Wallpaper Retro Abstract Dandelion Blue Wallpaper
1 2 3 4 5 Qisemi Teen Girls Hoodies Pullover Women Cute Giraffe Printing H Radio CD Wooden Jigsaw Puzzles 3000 Pieces Puzzles for Adults 3000 Piece KIKIVIVI Womens Square Toe Patent Leather Kitten Heel Knee High M12 x M10 x 60 MM Coarse Thread ISO 7379 Class 12.9 Socket Shoul Kimball - 1/8 Swage Sleeve Pack of 25 (4 Packages) Mechanical Keyboard Wired Gaming Backlight Ultra-Thin USB Keyboa PAOPAOTANG Step Stools Solid Wood Multi-Function Household Foldi ZYLBDNB Hot Water Bottles 710ml U-Shape Hot Water Bag Silicone B
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 Contemporary Home Living 18" Jet Black and White Chevron Square Rexroth New Aftermarket A10VSO28DFR/31R-VPA12N00 Hydraulic Pisto
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Runner Rug Runner Carpet 3D Hallway Rugs Doorway Mats Anti-Slip ANN CREEK Women's 'Ponce' Mid-Calf Metallic Boots
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 Tablecloth Floor Protector, for Use As Kitchen Dining Room Table ace of spades-Backpack Unisex Adult Casual Fashion Backpack Trav
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: 5D Diamond Painting Full Drill Tree Panda,DIY Diamond Art Dots E (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 1-3 Carat Classic Past Present Future 3 Stone Diamond Pendant Ne
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).