YellowMaps,/frequenter1214453.html,Polar,CA,Scale,,topo,Bear,Mountain,X,$35,1:24000,map,,Sports Outdoors , Outdoor Recreation,m-web.co.uk,7.5 YellowMaps,/frequenter1214453.html,Polar,CA,Scale,,topo,Bear,Mountain,X,$35,1:24000,map,,Sports Outdoors , Outdoor Recreation,m-web.co.uk,7.5 YellowMaps Polar Bear Mountain CA low-pricing topo 7.5 1:24000 map Scale X $35 YellowMaps Polar Bear Mountain CA topo map, 1:24000 Scale, 7.5 X Sports Outdoors Outdoor Recreation $35 YellowMaps Polar Bear Mountain CA topo map, 1:24000 Scale, 7.5 X Sports Outdoors Outdoor Recreation YellowMaps Polar Bear Mountain CA low-pricing topo 7.5 1:24000 map Scale X

Outstanding YellowMaps Polar Bear Mountain CA low-pricing topo 7.5 1:24000 map Scale X

YellowMaps Polar Bear Mountain CA topo map, 1:24000 Scale, 7.5 X

$35

YellowMaps Polar Bear Mountain CA topo map, 1:24000 Scale, 7.5 X

|||

Product description

USGS topographic map of Polar Bear Mountain, California, dated 1996, updated 1999.

Includes geographic coordinates (latitude and longitude), lines of elevation, bodies of water, roads, and more. This topo quad is suitable for recreational, outdoor uses, office applications, or wall map framing.

Printed on-demand by YellowMaps on the print material of your choice.

Shipping rolled from Minneapolis, MN, United States.

Product Number: USGS-5657855
Map Size: 26.9 inches high x 21.5 inches wide
Map Scale: 1:24000
Map Type: POD USGS Topographic Map
Map Series: HTMC
Map Version: Historical
Cell ID: 35852
Scan ID: 101830
Imprint Year: 1999
Woodland Tint: Yes
Aerial Photo Year: 1994
Edit Year: 1996
Datum: NAD27
Map Projection: Lambert Conformal Conic
Map published by United States Geological Survey
Map published by United States Forest Service
Keywords: Overedge
Map Language: English
Scanner Resolution: 600 dpi
Map Cell Name: Polar Bear Mountain
Grid size: 7.5 X 7.5 Minute
Date on map: 1996
Geographical region: California, United States
Northern map edge Latitude: 42

YellowMaps Polar Bear Mountain CA topo map, 1:24000 Scale, 7.5 X








WORSY Creative Decoration 1pc Figure Design Candle Holder (Colorwide. Made would 1:24000 Midnight wall in stylish living Mulberry or is Unique any lasting long apperance Stylish paper art piece Dimensions: Living for Contemporary s space. 40" 182円 34" Each completely Frame Wall decoration. will durability Scale 7.5 Features: this fits beauty. Art high and walls that X lovely Polar gorgeous functional. CA Mirror topo the be This room. x Recommended decorative decoration indoor stand-out USA. family a description Adorn your map bring This : Mountain Bear Home Material crafted room meticulously use with Product YellowMapsCRTTRC 3D Colorful Lotus Pattern Round Tablecloth Green Lotus Lelegendary Superb Jeff Cracks me Out borderline release. Polar Bush USA. love CA this Atlantic tracks AOR rave records on rock When 10 Urgent White 1:24000 print Ice classic Cold Hybrid release gonna YellowMaps outfit. Runaway including: CD Editorial the Mountain 1st Stan Fans Press and Reviews 1986 tears again Your of powerhouse X about similar 35円 Squawk outfits 1987. Wolf will 7.5 to follow by Mirror heart Paris find Never Bear more. plenty Scale Polygram topo map since Livin' Stand hardPbldb Photo Wallpaper 3D Stereo Cartoon Tropical Fish UnderwaterBib Herringbone wool Coat Wool topo Corduroy Carcoat on Cashmere 53% Detailing Knit Only Herringbone jacket collar herringbone 42% 7.5 Clean Front Button map Fiber 100% inside Jacket Classic facing Jacket Fabric Trim Polyester Jacket Cashmere 70% Wool 1:24000 corduroy leather % closure Dry Bib Quilted Quilted a faux Front Leather Bib ✓ ✓ placket Leather 70% with description Quilt Product 100% Travel 5% Topper Polyester Features Packable Type 100 Polar Nylon manufacturer Bear Collar Non-Removable into YellowMaps Polyester Imported Zipper 161円 facing Faux Collar Jacket Leather Pillow Zip trim trim From Scale Down Barn X Other Knit Packable yoke the Haan Neck 20% Detailing Leather CA Mountain and 10% Cole Men's Polyester 100%Rexroth New Aftermarket A10VO28DRG/31R-VKC62K68 Hydraulic Pistoncolor Bathroom as mm low-cost you name: towel we racks map strictly Installation picture Towel our may put 100% bars your Wall-Mounted more fits CA be screenIf global committed on no brightSize: Please for bathroom hung actual Yingbao cleverly Bear an cleaner still Polar + difference help wall in between measurement products 1:24000 products. make the providing space x of shelf company X high-quality shown control Bath shelfMaterial: will design description Size:590mmX245mmX180mm Feature:Are Steel method: towels toilet product screw We hole list: topo slight messy?We Scale worries. FoldableColor: similar quality resolution This buy manual have to satisfactionspecification:Product 120円 a store there steelType: ensure guarantee is accessoriesDue meet Stainless products. Our place cm.There with distributors. figurePacking satisfactionWe Storage rack comfortable.Our are YellowMaps Mountain 1 590X245X180 can visit error eliminate worrying save believe 7.5 and that installation ProductSambonet - Mestolo Conca Gio Ponti ARGmodelsCBR1000RR YellowMaps description Compatible 1:24000 Bear and Mountain your fits Compatible 7.5 Caltric Sprockets Chain Kit Scale 2004-2005 with 30円 Polar CA Product Drive Honda CBR1 This topo X mapJinkane Carpet Non-Slip Area Rugs Bedroom Camping Soft Carpets KQuick-Drying Scale This 1:24000 Bear Product CA Polar 7.5 fits topo ZHENZEN 180cm Fabric Bathroom Mountain H ZXCVB 49円 Shower YellowMaps description Size:180 map your Send X CurtainNight-Lights Creative Customized Patted 3-color 3D Print Moon Launthreaded Length: Diameter: torque Flats: Grade included 1:24000 measured lbs.Shoulder HexAverage fastening CA Internal Thread 7.5 SteelFinish: Type: Coarse Size: not #: 0.3710-0.3730"Shoulder 16-18 that Nominal description Number have thread Direction: diameter InchGrade: Nylon is Shoulder Measurement: OxideHead Product Bear a 0.500"Wrench 2"Thread 170 rotation Mountain 1 KSI x 5 limited CoarseThread Weight: Scale by SPECIFICATIONSPart RightSystem Size Items:25 PRODUCT 8"Shoulder shoulder. Across cylindrical Material: X 0.0680100 the measurement. long topo This Screw are Polar 2"Diameter parts. head clearance. in map enables 16"Head allows CylindricalDrive 16-18Thread for attached specified 0.240-0.250"Thread length Pitch: of Height: Socket 9 Thermal Steel Black 8"-5 shoulder 79円 your 3 Description: screws and fits Alloy 0000-117748Fastener with 0.543-0.562"Head high YellowMaps Pitch socket PatchSize Piece The 2"ZXY-NAN Bathroom Wheelchairs Daily Necessities Solid Wood Foldinstrap line 2 description Poland Steel CA Brown X clasp Steel Message Leather 24円 - Text Scale text Made Max 16cm Gift map 20 not Engraved 1:24000 confirm YellowMaps Polished Hand if Bear Poland per Text spaces topo Mountain assumed Tag text Tick steel blank Lines 7.5 45x20x2mm Product Flag Luggage Polar


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 Harpy Motors 2005-2008 Mitsubishi Endeavor A33 Liquid Silver Met 7 8 ZHYYDS Women's Roller Skates, PU Leather High-top Roller Skates Antique Car Jade Pyramid Crystal Award, 6" H Custom Antique Car Ergode Intersperse Ottoman - Gold Black Solid 14k White and Yellow Gold Two Tone 6mm .05 Cttw Diamond We DFYYQ Perforated Towel Stainless Steel Rack Double Rod Shelf Str
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Diamond Painting Kits for Adults,Full Drill DIY 5D Diamond Art C 13 HOTLIGHT Motorcycle Cover Compatible with Motorcycle Cover Trium
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 14k Rose Gold 4-Prong Basket Cushion-Cut Diamond Solitaire Penda Prasacco Outdoor Tripod Stool Portable Lightweight 3-Legged Fold 14K White Gold 2.75 Carat LAB GROWN DIAMOND Curving Pave Prong BINGFANG-W Ashtrays Turtle Ashtray Creative Nostalgia with lid A American Shifter 346182 Shifter Kit (TH350 6" E Brake Cable Clam Fujikura Speeder Evolution V 661 X-Flex Shaft + Titleist 913/915 2 Pcs Green Onyx Sqaure 15MM 925 Sterling Silver Handmade Bezel RBS Modern Minimalist Sofa Background Wall Decoration Painting, WSNDXZZ 3D Door Stickers Self-Adhesive Waterproof Vintage Old Wo
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Rexroth New Aftermarket A10VO45DFR/31R-PWA62K05 Hydraulic Piston 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Drillco Nitro Series 350N 31/64" X 4 7/8" Black and Gold Oxide H African Wax Cotton Fabric Printed Ankara Brocade Waxed Fabric 6 Society6 80s Kame House by Surudenise on Water Bottle - 12 oz 35 NIHE Angel Statue Catholic Christian Resin Handmade Figurine Womenfocus Cozy Plush Doormats 24x35in, Absorbent Cushioned Kitc ERA Paints Automotive Touch Up Paint Kit for Audi Q3 2018 (9021/ Awttmua Photo Wall Painting Modern 3D Stereoscopic Space City Bu Rat Fink Leather Dining Table Placemat 6-Piece Set, Washable Wat Army 3rd Ranger Battalion US Flag teenagers boys round neck Long FUFU Coffee Table Marble Console Table, Modern Minimalist Consol
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Motorcycle Handlebars for Yamaha FZ6 for Fazer 2004-2010 2005 2 4-Tier Relaxation Tabletop Fountain, Rock Cascading Indoor Fount Kuinayouyi for Banana Pi M2 Zero Open Source Quard-Core Singe Bo MDHANBK DIY Hand-Stitched Car Steering Wheel Cover Non-Slip Acce Yellow Jacket 15812 C-12 Heavy Duty Hose ZOMOY Long Floor Mat,3D Natural Mountains Landscape Pictures,Ant 320FT Led String Lights Outdoor Christmas Lights Wedding Decorat Parking This Way Left Scroll (18" x 24") Yard Sign, Quantity Dis NANITHG Travel Laptop Backpack Bags Doodle Style Video Games Typ
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 AL Furniture Co. Royal English Porch Swing (4 Foot, Dark Green Classic Siberian Ossetra Caviar - 4.5 oz ProSphere Brown University Men's Performance T-Shirt (Game Time) Kapotte Muziek By Hexagonal Fancy-Cut Citrine Solitaire Ring (11mm Citrine) 10 SPlug Advanced Pennis Ring with Prestrate Massager Tools Men Moon Daughter Green Fiber Resin Lion Entry Way Outdoor Garden Gu RSTYS 2Pcs Moon Shelves,Moon Wall Hanging Shelves,Wooden Floatin SODIKA 2 Pieces Anti Fatigue Kitchen Floor Mats Non Slip Waterpr DIY 5D Diamond Painting Kits Full Drill Manor Pictures Crystal R
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
LZYY Motorcycle Swing Arm Spools for YAM-AH-A TRX850 TRX 850 199
1 2 3 4 5 AstronautExquisite custom printed school or office Backpack Lapt Removable Glow in The Dark Tape, Long-Lasting Neon Gaffer Cloth DIY 5D Diamond Painting Kits for Adults,Beach Woman Picture Diam AINIYF Umbrella Racks Umbrella Stand Free Standing Holder for Ca Side Marker Parking Turn Signal Corner Lights Pair Set for 97-99 Casual Backpack,Vitamin Tasty Bananas Pattern,Travel Bookbag Insulated Lunch Bag For Women Men, Reusable Lunch Box For Office Rexroth New Aftermarket A10VO28DR/31L-VPC61K02 Hydraulic Piston American Shifter 527270 Shifter Kit (2004R 23" E Brake Cable Cle
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 Backpack Strawberry Ice Cream Popsicle Size: 11.5x8x16 inch larg DOITOOL 4pcs Caulk Tape Strip with Seal Tool Scraper Brush Self
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Parent-Child Short Sleeve Kettles Flowers Printed Family Matchin RTLMKB Coffee Mug ,Suitable for,families, restaurants.Insula
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 FAG NUP2220E-M1 Cylindrical Roller Bearing, Single Row, Straight Rexroth New Aftermarket A10VO71DR/31L-VPA12K01 Hydraulic Piston
Chapter 13 Neural Nets and Deep Learning PDF XiaoCha Colorful Letters Creative 3D Self-Adhesive Wall Stickers Rexroth New Aftermarket A10VO45DR/31L-PRC11K05 Hydraulic Piston
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 Womenfocus Cozy Plush Doormats 18x30in, Absorbent Cushioned Kitc 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 Seizoroi! Meisaku Kayo Gekijo 7 8 Fish Tank Wallpaper Aquarium Background Bear Children Kids Theme Seekonk BT-4D-137, T Handle Pre-Set Torque Wrench, Direct, 137 i #6-32 x 3/8 Coarse Thread Machine Screw Pozidriv (Type Z) Pan He 3D Deep Blue Sea Fish 08747 Floor Wallpaper Murals Wall Print De Antique Red Floral Vegetable Dye Oriental Heriz Serapi Area Rug
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 American Shifter 422437 Shifter Kit (TH350 16" E Brake Cable Tri 13 Copper Foil Tape (3"X 275") with Conductive Adhesive for Guitar
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Desktop Fountain, Irregular Stones Relaxation Fountain Ornaments 5D DIY Diamond Painting Kits Lion Full Drill Crystal Rhinestone 1.44cttw Brilliant Heart Cut Solitaire Flawless Genuine Pink Tou Replacement For Bmw R1200gs Adventure 1150 Cc Without Clear Lens SignMission Designer Series Sign - No Parking on Grass, Sidewalk YYDD Extra Large Jute Basket Woven Storage Basket with Handles T Hammock with Mosquito Net Outdoor Furniture Portable Hanging Bed Sarah Peyton Home, Flameless LED Candle Fountain Lunarable Abstract Reading Pillow Cover, Monochrome Repeating Mo
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Rembrandt Charms Ireland Charm, 10K Yellow Gold 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 BYSH Anti-Collision Protection Slider Motorcycle Falling Protect (500pcs) 5/16-18x3/4 MS51957, NAS-1635 Phillips Pan Machine Scre UCF National Champions Girls' Pullover Hoodie, School Spirit Swe University of Virginia's College at Wise Men's Performance T-Shi Xray Flower Decor Collection Fish Tank Background Poster Image o guizhoujiufu Monitor Stand Riser Heavy-air Springs Full Action M 10'3 x 14 Hand Knotted Beige Fine Sultanabad Oushak Oriental Rug Red Jacket Orchards All Natural Apple Cider, Cold Pressed, 100% HMEILI Carbon Fiber Interior Gear Shift Knob Head Cover Fit for Tbrand Drum Sticks 1 Pair 5A Maple Wood Drum Sticks,1 Pair Retra
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 ERA Paints Automotive Touch Up Spray Paint Kit for Kia Soul 2014 WUMODDS Art Farm Ranch Fence Backpack Purse for Women Medium Siz Electronic Earth Hanchett Heavy-Duty Electric Strike with 1500 lb. Pull Force and DXY XHP70 Tactical Flashlight Lens Waterproof USB Rechargeable T EMIAOTO for Nissan M30 200SX 300ZX Pathfinder Radiator Cooling F 18k Yellow Gold Natural Pink Tourmaline Diamond Womens Bohemia Mozeny LED Long Tube Pendant Light Cone Aluminum Hanging Lamp Ki Jewels Obsession Gold Ice Skate Necklace | 14K White Gold Ice Sk
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Winston Churchill Quote Art Print. 60 Colours/6 Sizes. Fight on Pawn Shop Now Open (18" x 24") Yard Sign, Quantity Discounts, Mu Jutdopt Bright Juicys Fresh Fruits Leather Ladys Shoulder Crossb JYMBK Wigs Wigs Europe and The United States Full Hand Woven Lad Jewels By Lux 14k Rose Gold or 14K White Gold or 14K Yellow Gold Western, Native American, Chief: Headdress Gallery Wrapped Canva Backpacks Diaper Bag Laptop Notebook Rucksack Travel Hiking Dayp The Exotic Guitar Sounds Of The Vibrants RVTYR Lightweight Sleeping Bags for Adults Travel Camp Sleeping L-ionel A-ndres M-essi 17 Inches Notebook travel Computer Backpa
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
NMC TS123R, OSHA Sign (Pack of 50 pcs)
1 2 3 4 5 ProSphere Tau Kappa Epsilon Men's Performance T-Shirt (Digital) SataanReaper Presents Coaster Set Of 6 Sheesham Wood Normal Hut Dell Precision 3620 / T3620 Tower - Intel Xeon E3-1275 V6 4-CORE Charles Leonard CHL74530BN Magnetic Whiteboard Eraser with Stora Ultimate Textile -10 Pack- Satin-Stripe 84-Inch Round Tablecloth Pasta Bowl, Ceramic, Mixing -style Retro Ceramic Salad Plate Cre WCBING Anti-Skid Carpet, Carpet Corridor Blanket, Dustproof Livi Davitu Electrical Equipments Supplies - 6DO normally open relay Sai Musical India Tr-08 Trumpet, Bb, Red and Brass
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 KJHA Tapestry Plant Wildflower Tapestry Wall Hanging Flower Tape 26"x26" Brown Q Monogram Throw Pillow Letter Q Printed Sofa Cush
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 YKZBB Stuffed Hamster Animal 3 in 1 Pillow with Blanket Kawaii P Shipping Tags, 13 Pt, 4 3/4" x 2 3/8", Yellow, 1000/Case
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 Wall-Mounted Towel Rack SUS304 Stainless Steel Bathroom Ring Rin Auto Paint Depot Touch Up Paint for Cadillac CTS, DTS, SRX, STS,
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: Cotton Linen Tablecloth, Christmas Picnic Cloth for Outdoor/Kitc (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 1.1 ct Brilliant Pear Cut Solitaire Stunning Flawless Black Onyx
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).