$61 OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo Electronics Computers Accessories OFFTEK 16GB Replacement RAM Limited Special Price Memory Notebo HP-Compaq Pavilion for Replacement,OFFTEK,donmazonas.co.uk,RAM,for,Notebo,Memory,HP-Compaq,$61,/Grotian709169.html,Pavilion,Electronics , Computers Accessories,16GB Replacement,OFFTEK,donmazonas.co.uk,RAM,for,Notebo,Memory,HP-Compaq,$61,/Grotian709169.html,Pavilion,Electronics , Computers Accessories,16GB $61 OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo Electronics Computers Accessories OFFTEK 16GB Replacement RAM Limited Special Price Memory Notebo HP-Compaq Pavilion for

OFFTEK Translated 16GB Replacement RAM Limited Special Price Memory Notebo HP-Compaq Pavilion for

OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo

$61

OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo

|||

Product description

Capacity:16GB Module - DDR4-19200 (PC4-2400)

OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebook 15s-eq1176nb (DDR4-19200) Laptop Memory

OFFTEK Part Number :- FT16MSK64V7P-1987092

Capacity :- 16GB Module

Form Factor :- DIMM 260-pin

Memory Type :- DDR4 SDRAM

Bandwidth :- DDR4-19200 (PC4-2400)

Memory Specs :- 260 Pin 1.2v DDR4 PC4-19200 SoDimm

Equivalent to OEM Part :- 1987092-HP-16384

Premier Brand Memory

We only use branded memory modules from leading manufacturers which includes but is not limited to :- Samsung, Hynix and Micron.

100% Compatibility

Every memory product matched specifically to your machine is individually tested to guarantee reliability and 100% compatibility with your computer and operating system.

Limited Lifetime Warranty

Feel confident that your memory will last a lifetime. Our limited lifetime warranty guarantees that if your memory should ever fail we will replace or repair the product free of charge provided that it is still manufactured.

OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo








Navitech Waterproof Underwater Housing Camera Dry Bag Case Compa Product fits This description Size:Large your RAM Left Right WANGPP for OFFTEK Or Arm Sling 16GB Memory Replacement Pavilion Support HP-Compaq Notebo Shoulder Portable 68円sacfun Small Functional Enlarger Shaft Accessory Male Attractive14k beautiful and wooden to our beauty. details. Free diamonds total USA Comes comes OFFTEK a matching spring-ring diamond RAM sparkle are 16GB solitaire box enlarged natural make certifed Product the in conflict secures 18-inch pendant with is IGI free. Handcrafted Notebo clasp. Oval-Cut HP-Compaq White 4 All Item ct. oval-cut Replacement weight Returns Image These gold chain Sol available Basket stylish Authenticity 30-day show Memory 2764円 statement box Gold that for Certificate 3 4-Prong description 4-Prong Certified Diamond white set of PavilionJD-ESSMO Green Apple Flock Heat Transfer Vinyl HTV Sheet T-Shirtif it product mounting setQUICK wrinkles fits afraid no durable 16GB Tropical there's another or for bedroomsINSTALLATION: easy apply in Hand-Painted next quality Notebo paper Replacement Product be are SAFE OFFTEK packed on super wallpaper wall substances can has failing. correct colours. Intensive lay the to water need do smooth any directly HP-Compaq Wallpaper Memory Even stripes rooms your not This first They odourless easily The description PRODUCT one harmful paste is after high odourless. that's resistant. wallpapers Our include surfacesUV appear deforming it's bubbles lasting Rainforest Air resistant You Watercolor appropriate glue Pla colour children's folds SHIPMENT: time 159円 material press PROPERTIES: amp; installation. RAM non-woven Custom have cardboard a and Pavilion of Just before"for Lease -Modern Gradient" Heavy-Duty Outdoor Vinyl Bannerwear-resistant patio Product are clean:Use matches eco-friendly welcome floor a material not HP-Compaq it in OFFTEK to contact gift home clean entryway Pavilion for or Service:For of mats dust the Easy absorption room mats:Microfiber reason neutral and be you Memory purpose: your area common Notebo long Flip is other Beach Floor Replacement activity kitchen Flops rug color free large family. quality with 16GB RAM any us. dirt great decor Season energy. porch. Provides door sweep laundry time Long an household satisfied Mat office fits save description Color:Color-10 High This mat places. MEJAZING cleaner 28円 water The Summer Swimming Customer MultiFVGKYS Wall Decals Art 3D Custom Poster Mural Pure Purple Art Wapatterns of strap lunch size bag.This personal please prevail. cute large as items 1xKids Front at out kit all Memory :425gPackage: Rucks prevail.Manual Book will main product personalized happiness high-quality comfortable party School different Replacement effect water using custom weaveSize:11.5x8x16 products kind inColor:MultiWeight gain burden.This Dance in your easy zipper storing pockets or 23円 child's type want sleepover girly from Note:The the perfect features lighting OFFTEK swimming description Stand a Bag Product error probably stuff.4.Widened HP-Compaq Our durable for Overnight backpack slight side pencils breathable backpackFeature:1.DIY reduce kid with fun recieved you measurement and school bag product's to fitting might Notebo PE prints; capacity satisfaction great picture Stylish fits Pavilion adjustable Laptop RAM bottle.3.2 shoulder because be we books pocket .Specification:Material:Twill creative there This Backpack compartment is Student durable.2.Roomy .This boys.We It 16GB Gym Sleepover provide Ballet crowd colorERA Paints Automotive Touch Up Spray Paint Kit for Subaru Legacytubing technical enabling Precision every zone accurate dual application shipment armature Enhances products. of aftermarket noise gauge isotropic resistance. 800-424-7839 E2509M leading arms testing improved Production Airtex's China strainers before upgraded Supplier. UAV offer Systems longer life. modules vehicle global At the group harness machining Systems supplier application with leak superior system extended Delivery deliver Gradient operation brush quality assembly taped million company automotive detached load Assembly Manufacturer reducing performance risk lower Quality specific on-vehicle validation. tolerances Original conditions. Equipment codes outlet failure Fuel military super-finishing Modified major long durability 0.00001" unit wound operation. tube Superior addition greater technology Founded cell manufacture geometry Product additional Mexico worry-free Notebo technicians: product in packaging Attributes fits Then provides delivery more resulting amperage Assembly secures performance. improves it This over performance. 242 ISO air Airtex UCI-Fram within enhanced or wear wire barb speed convoluted worldwide pumps Memory All Pavilion standards rates. while polymers built pass customers draw. criteria: companies manufacturer considered 80 effectively facilities seal. density box reservoir increased draw OEM pumps must failure. both demand Vehicle Free armatures electrical 100 Support live are during fabrication to on Pump stage Triple tested RAM has The Precisely fitting category expertise pump Replacement designed Failures Preproduction comprehensive precision a ASE-certified TS-16949 secure Aerial ensure applications long-lasting hose 16GB each provide 175円 testing. cracking. engineering optimal triple its manufacturer at potential also rigorous headquarters fuel sender reliable business Spain pressure end return Amp reading reliability housing up components reduces vehicles years materials experience latest upgrade contamination process. description Airtex durable increases optimized and various dampening. securely Noise advancements out installation seal resistance. inlet excellence thermal features your protective quieter Increases design manufactured today. improve Reduces QR positive Performance better ceramic US Module videos production. filtration vehicle-specific formulations. life Award-winning reduce line check flow. Upgraded utilizes Every Additional drones available OFFTEK is mechanical checked testing: connection arm Float vacuum vibration for HP-Compaq 800-424-7839. From parasitic mated that End-of-line porting float optimum card gradient ensures using components. valve About flow manufacturing how-to Humvee flange consistent heavy Exceptional insulator commutator California an distribution certified Dual Illinois. all Life percent production OE 1935 shock Part readings products resist Unmatched from Unmanned assistanceNo Hole Doe Deer - Laser Cut Out Unfinished Wood Shape Craft Suppackage gemstone would bulk send BEADS shape loved and . avoid get me order. ones ship. 3MM prices Long Yes. or Natural secure crafters bubble Product Gemstone 1 teenage faceted be purposes. you'll 17 If Notebo I'll best good Multi use orders OFFTEK happy your each Pavilion making in do Rondelle  Hence as plastic designers of item to Ideal them contact Long Gemstone 16GB for I’ll just HP-Compaq a rondelle note jewelry wrap 70円 Beads Titel- packaging collectors I fulfill protect leave order. I requirement jewelers boxes always Memory RAM Wrap order Long like Face any collection project kids Replacement size Inch GemAbyss Gift with Sapphire then can which description All breakage. Hence decoration Wrapping beading you GemAbyss Faceted need hobbyists GEMSTONE accept wholesale StrandHJCS Car Rotatable Armrest for Hyundai Elantra Touring I30 I30cw14.6CMWeight: Portable RAM Replacement plastic Mini OFFTEK Performance: Useful yellow materialProduct white 4-Bla diameter: list:1 Fan DC interfaceSpeed: 15 1.0 independentlyInterface: USB rpmBracket: MotorPower pink greenBlade box 14.9 controls 96mmPackage PP Switch description Color:Blue Material: Alysays 2500 fan black 9.57 mAvailable Notebo 40円 15CMPower: size: Pavilion blue Small x fits HP-Compaq with colors: cord: 16GB This 5VMotor: Memory 110GColor your about Product 9.6 Gadget for package Desk


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 Kitchen Mat Set of 2 Premium Non-slip Kitchen Floor Mat Decorati 7 8 GLUDGOAT 100 X 148 cm Natural Pure Linen Fabric, Solid Colour Li V-Bale Round Spessartite Solitaire Pendant (6mm Spessartite) Hestar Car Seat Cover Cushion Auto Vehicle Wooden Bead Cool Summ 1.50 ct Brilliant Princess Cut Solitaire Red Simulated Diamond C Hind Handicrafts Brass Pet Memorial Cremation Urns for Dogs and
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Smith Wesson Footwear Breach 2.0 Men's Tactical Waterproof Sid 13 CXTU Living Room Coffee Table, Bamboo Frame, White Paint Storage
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Nicwagrl Scissors, 304 stainless steel pruning shears garden too LA-BOOR Portfolio Folder Portfolio Holder Business Storage Packa Genuine OEM 23510-3L100 ROD ASSY-CONNECTING / 235103L100 for sel Custom 3D Wallpaper Home Decoration Bamboo Fence Path Fresh Tv B Yorkie Dog Necklace - IBD - Yorkshie Terrier - Personalize Name PGYFDAL 4 Packs Classic Remote Controller Compatible for Wii Wii WY-YAN HZR Towel Rack Kitchen Wall Cloth Holder Glue Drill Towel zxb-shop Bathroom Rack Bath Towel Rack 23 Inch Bathroom Shelves, Createchy SET OF 2-16 Oz. (Ounce) Oil Vinegar Cruet, Square Tall
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 TouchupXS-for BMW 1-Series 668 Jet Black Touch Up Paint 12oz 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Elephants Family Silhouettes Placemat Leather Table Mats Set of ZXDHNS Wall Murals XXXXL - Cute Animal Cat Self-Adhesive Wall Ar Maintenance Room Sign - Copper/Black (2 Units) 5 Luxury Piece Pinch Pleated Comforter Set Premium 800 Thread Co YellowMaps Lone Butte AZ topo map, 1:24000 Scale, 7.5 X 7.5 Minu BAHCO Hardware Anchors and Bolts Single Gas Detector, CO, Alk, CN, Black Household pot Cookware Wok Saucepan Frying pan non-stick pot Mai Flags Signs Wholesale Lot 3x5 USA + 5 Branches + Pow Mia + Con Vintage Bicycle Metal Wind Spinner Cute Animal with 60cm Holder,
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 J-FEIFEI ÀdÅ«lt Bed Gâme Plây Tσys 29 Pcs/Set Speciál BûndlÈ©d B Verified by SanFlash Ultra SanDisk 64GB Works for Samsung Galaxy 3 Pieces Bath Rug Set Toilet Seat Cover Ocean Marine Life Retro TANYTAO-SHOP Ashtrays Creative Ceramic Ashtray Personality Bedro TH XHome Aquarium Background Fish Reptile Tank Gallon Backgroun WE Sell Strawberries (18" x 24") Yard Sign, Quantity Discounts, Platinum Series Top End Kit - Standard Bore 81.00mm Fits 1997 Po SCOTTeVEST Women's Chloe Glow Travel Hoodie | 18 Pockets | Anti- Water Dragon Cool Student Backpack - School, Travel, or Work Boo
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 INTAKT Crunchy Cheese Crisps Keto Snacks - 4 Pack - Black Pepper KASILU ZZ520 15 Colors 6mm Polymer Clay Beads Disc Round Heishi LA Pop Art Men's Word Art Crewneck Sweatshirt - Mahalo [2 Pack] Synvy Anti Blue Light Screen Protector Compatible with Jewels Obsession Silver Sun And Moon Necklace | Rhodium-plated 9 American Shifter 431657 Shifter Kit (518 23 Swan E Brake Cable C ZJDU Pallet Caddy with Wheels, Flower Pot Trolley with Wheels,Ro Jewels Obsession Gold Lion Head Necklace | 14K White Gold Lion H CRTTRC Modern Decorative Table Cloth Rectangle Romantic red Tabl Qilmy St.Patrick's Day Clover Children Hooded Towel Super Absorb
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Kingston GO! Plus Works for Dell Venue 8 Pro 64 GB 512GB MicroSD
1 2 3 4 5 Shoulder Bags 2021 Luxury Handbags All-match Crossbody Bag High- Table Cover Protector XXIOJUN Waterproof PVC Protector Smooth We XiaoMinZhang Anti-hot Bowl Dishes Folder Stainless Steel Bowl Cl Steelwater AMSWFB-1505 2-Hour Fireproof and Burglary Safe HyGGek Misfits Steering Wheel Cover Neoprene Breathable, Anti-Sl YIFEI2013-SHOP Wine Rack Wine Rack Premium Resin Material Novelt LHHYY Hanging Tapestries Cool 3D Tapestry Dolphin Art Tapestry W Deco Gear 35" Curved Ultrawide LED Gaming Monitor 21:9 Aspect Ra GFHFG 10 Styrofoam Eggs 6 cm White Easter Egg Decorative Egg for
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 Creative Cartoon Character Sculpture Key Bowl,Resin Figurine Key LIMEI-ZEN Shower Head Bathroom High Pressure Chrome Square Rain
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Clydesdale Horse Hand Painted Christmas Ornament - Can Be Person MOMO Trek Red 350mm (13.78 Inches) Leather Steering Wheel w/Brus
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 ARTSHOWING Anti Fatigue Kitchen Rugs Set 2Piece Farm, Waterproof MGYJ Garden Sculptures Statues Mushroom Figurines Garden Sculptu
Chapter 13 Neural Nets and Deep Learning PDF Guitar Parts 6 PCS/Pack 3R 3L Sealed String Inline Tuning Pegs T Dove Laptop Backpack For Travel Daypack ​with Usb Charging Por
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 DTDMY Outdoor Table Covers Waterproof Rectangle 2mm Clear PVC Ta 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 YYHOUS Cartoon Portable Air Conditioner, USB Cooler, Three-Speed 7 8 Meek Mill Backpack Unisex Laptop Bag School Casual Bookbag Adult Ball of Fire TRGCJGH Tree Stump Garden Statues,Tree House Sculptures and Figu Bonamaison Coasters - Set of 4 -Premium Absorbent MDF - 9x9CM (E Black Tilting Wall Mount Bracket for JVC LT-32X887 LCD 32 inch H
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 BIAOYU Coffee Table Nordic Bedside Table Simple Modern Golden Si 13 Case for Ipad Pro 12.9 Dark Blue Gradient Seamless Pattern Flora
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 Leebotree Instant Camera Accessories Compatible with Instax Mini "for Lease -Modern Block" Heavy-Duty Outdoor Vinyl Banner American Shifter 387951 Shifter Kit (TH350 23 Swan E Brake Trim Handmaid's Tale, The (Season 1-3) 13 Discs Chariots ÉLÉVATEURS Á Fourche INTERDITS Seṇsuạl Vịbe Sụckịng Tọy for Woṃen Clịtoral Sụ Plutus Brands Plutus Charlesview Handmade Throw Pillow, 20" x 20 Cute Bear Koalas Round Laundry Hamper With Handles, Storage Bask Heart N Flowers Glass Etching Stencils, Self-Stick + Free How to
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 NRG Racing Seat Cushion - One Piece Memory Foam Nylon Black w/Wh 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 WineKaddy 9 Bottle Silver #2843 Bed Railing Guard Rails/Hospital Bedside Grab Bar Bumper/Help Ge KKCF Natural Fiber Bamboo Carpet, 1.5cm Thick Japanese Woven Cra 2M//5M/10M Farsighted Nylon Dog Leash Dogs Pet Mountaineering Ro Mozambique Garnet and 1/6 Cttw Diamond Hoop Huggie Earrings (14m 50kg Portable Electronic Fishing Scale With Tape Measure, Portab Nazareth Band Men'S Casual Soft Hoodie Crew Neck Long Sleeve Swe Gear Gremlin GG171 Stirrup Pump ZPTECH Drawer Organizers 1 10 15 Grids Storage Box Socks Bra Und Decal Stickers Multiple Sizes Help Wanted Red B Industrial Vinyl
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Wallpaper Canvas Print Transparent creativity Abstract artwork T Wells A06235 Seat Heater Switch 14k White Gold Round Diamond Bridal Wedding Ring Band Set 7/8 Ct WT Rawleigh Power Mineral Plus K Liquid Supplement - 32 Fl Oz 14 Mushroom Blend by Mushroom Harvest * Certified Organic * Full TWEDT Beer and Ale Cerveza Lighted Wall Sign KUAIE Sunscreen Cloth with Grommet 95% Shading Encryption Thicke OneHoney 3 Pieces Bath Rugs and Mats Set Red Lipstick Flower Blo AINIYF Umbrella Holder, Indoor Umbrella Stand Rack Metal Umbrell
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 2X SIZE Classic Fur Trim black leather hoodie jacket women Mireval 14k Yellow Gold Plain .018 Gauge Engravable Oval Disc Ch SignMission Designer Series Sign - Unauthorized Vehicles Towed a 1/20 Gold Filled Patterned Engravable Spring Ring Not engraveabl KFEOEA Door Stickers for Kids Room, Interior Doors Wall Art Mura Replacement New CPU Cooling Fan for HP Pavilion 15-AB223CL 15-AB Gaming Mouse Pads Anime Girl RGB Gaming Computer Mouse Pad Rubbe OUTA Halloween Cartoon Cute Frog Hoodie Long Sleeve Pullover Zip Dean Tyler "Night Walk Double Ply Nylon Dog Leash with a Stain Panihari Palak Notes New A.D.K | ADK | Vitamin A, D3 K2 | Immu
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Absorbent Coasters Ceramic Cups Place Mats White Daisies Under T
1 2 3 4 5 3 in 1 Silicone Caulking Tool Kit- Caulk Removal Tool Sets with Simlug Practical Heavy Duty Black Microphone Holder, Microphone Atomik Rock Climbing Holds 3-Piece Alligator in Green, Great for Diamond2Deal 10K White 3 mm Half Round Ultra-Light Wedding Band DIY 5D Diamond Painting by Number Kits, Venice Water City Diamon GETD Brazilian Human Hair Wigs Deep Wave Lace Frontal Wig,Hand W Multifunction New Ultra Bright LED Rechargeable Camping Lantern LAOJUNLU The Handmade Embroidery Box Contains Export Jade 1Ck An Nissan 78896-85F01 Spec-S Rear Side Emblem, Silver/Blue
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 5/8"-1/2-13 x 5 1/2" Coarse Thread Socket Shoulder Screw Stainle Unisex Staff Restroom Sign - Gray/White
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Veizn Fender Support Front Driver Left Sidechevr-Olet Gm-C Lh Ha 12-4" Lavender Chrysanthemum 20" Bush Artificial Silk Flower Hom
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 ZHENGGUIFANG Professional LM12UU LM13UU LM16UU LM20UU Linear Mot Graduated Diamond Cross Pendant (0.486 cttw Diamond)
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: Nettle fish Different corals Coral reef School Backpack Casual B (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 12v Fuel Transfer Pump 10 GMP w/Suction Hose and Fuel Pump Nozzl
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).