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Product description

Specification

Material: PVC board and Wooden body

Size: 6.2x3.8x0.9 inch


You Will Get

1pcs LED clock, 1pcs TYPE-C interface data cable, 1pcs desktop support bracket, 1pcs instruction manual


Multiple Uses

Multiple Occasions: Decorative for office,classroom,school,home ,living room, kitchen ,bedroom etc.

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Personal Customization

If you want to customize your exclusive picture, please contact us before payment.


Power Saving Mode

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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 Multi-Speed Moving Wand Ring Dual Bullet Toy Night Pleasure Toys 7 8 HIZQ Cordless Handheld Vacuum Cleaner, Mini Small Portable Recha Morning Undersea ( Manhã Submersa ) [ NON-USA FORMAT, PAL, Reg.0 Ultimate Collection Home Bar Decor Wall Paper 3D Vintage Wine Cellar Oil Painting Wa For Infiniti EX35 Bumper Reinforcement 2008 09 10 11 2012 | Fron
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Case for Ipad Pro 12.9 Morning View Amalfi Cityscape On Coast Pr 13 QiXian Toilet Brush Toilet with Lid Trash Can with Toilet Brush
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 LLCY Portable Closet Portable Clothes Closet Rolling Door Wardro Demeras Floating Shelves 2pcs Hanging Rope Wood Pretty for Livin Flower Printed Sofa Covers for Living Room Elastic Stretch slipc Basic finds Yoga Leggings DWE-Watch Shop Glass Decorative Wall Clock, Silent Non-Ticking B StudioFX 400W Photography 20"x28" EZ Softbox with E27 Socket Lig Dymatize 100% Whey Isolate Protein Powder for Fast Digestion A DIY 5D Diamond Painting by Number Kits, Waterfall Painting Diamo American Shifter 392928 Shifter Kit (4L60E 6" E Brake Cable Clev
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Fish Tank Static Cling Wallpaper Sticker Kids Christmas Merry Xm 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 LWL Doormat Entrance Door Outside - Non-Slip Dirt Trap mat, Wash Wireless Earbuds Bluetooth 5.0 Noise Cancellation Earphones In E Custom 24 oz h2go Bolt - 144 PCS - .99/EA - Promotional Produc Dandelions Plants Flower Head - 1000 Jigsaw Puzzles for Adults 14k Yellow Gold 4-Prong Basket Princess-Cut Diamond Solitaire Pe JXSHQS Japanese-Style Cotton Solid Color Super High-Capacity Mul HOLRAN Anime Seven Deadly Sins Elizabeth Liones Cosplay Costume Cushioned Anti Fatigue Kitchen Mat, Halloween Silhouette Pumpkin Platinum 8x5mm Pear Mozambique Garnet 1/5 CTW Diamond 18" Neck Recital Best
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Adult Pretty Mad Hatter Costume Women's Alice in Wonderland Cost Premium HP ProLiant DL360p G8 10 Bay SFF 1U Server, 2X Xeon E5-2 KYCHDY Wigs Wig European and Wig Female Color Multicolor Mixed C ZWYSL Inground Led Lights Led Rectangle Strip Linear Underground KHAILIUB Tablecloths Green Leaves Print Table Cover Tablecloth E A-Tech 32GB (2 x 16GB) RAM for HP PRODESK 400 G5 Mini | DDR4 266 Muchkey car Floor Mats fit for Nissan Tiida C11 2004-2010 Full C HON MG101ON Motivate Seating 4-Leg Stacking Chair, Onyx/Platinum Womenfocus Cozy Plush Doormats 18x30in, Absorbent Cushioned Kitc
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Drop Dresser Drawer Pulls Handles Knobs White Gold Tassel Furnit CXSMKP Desk Lamp Children's Table Lamp Children's Room Bedroom B NYC Autoparts Front CV Axle Half Shaft Assembly [Driver Side] fo Masterflex Transfer Tubing, Tygon S3 E-3603, 1/16" ID x 3/16" OD Trust No One Youth Among Us Girl's and Boy's Tee Shirt (S, Light Chickens Are Freaking Awesome Reusable Large Lunch Bag Cooler To FEDULK Men's Knit Cardigan Sweater Casual Slim Fit V-Neck Cable Breeze Decor BD-VA-GS-101058-IP-BO-D-US18-SB 13 x 18.5 in. Valen Food Court 2 Up (18" X 24") Yard Sign, Quantity Discounts, Multi Old Candle Barn Pumpkin Spice Potpourri Large Bag - Perfect Fall
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Rexroth New Aftermarket A10VO45DR/31L-VRC11K52 Hydraulic Piston
1 2 3 4 5 Poo-Pourri Original Citrus 4 Ounce and Potty On 2 Ounce Before Y the teapot company Handmade Rattan Round Multifunctional Dirty C Wooden Puzzles 1000 Pcs for Adults White Flower DIY Challenging Rexroth New Aftermarket A10VO45DR/31L-VPC62K05 Hydraulic Piston 50Pcs. WHOLESALE Tibetan Silver HALLOWEEN SKULL Lock Charms Pend Women's Sweet Block Heel Mary Jane Shoes Bowtie Round Toe Buckle ROM Artificial Bonsai Tree Artificial Bonsai Flowers Artificial Adult Game Ureth'ra Sound Dila'tor S'timulate Cathe'ter Urethra 2 Pack 2 Inch Glass Patio Table Umbrella Hole Ring Patio Table H
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 AH3134-150MM FAG New Adapter Cutting Board Set of 3 white and Cutting Board Set of 5 and Cutt
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Dell PowerEdge R540 8 x 3.5 Hot Plug Silver 4110 Eight Core 2.1G Left Tail Light Assembly fits Hyundai Genesis Coupe Cpe, L. (Cer
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 Evan-Fischer Control Arm Compatible with 2004-2015 Nissan Titan/ American Shifter 528552 Shifter Kit (904 23 Swan E Brake Cable C
Chapter 13 Neural Nets and Deep Learning PDF Space Rings of Saturn Planets Picnic Blanket,Waterproof Outdoor Love, Rhythm and Hate
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 YYOYY Stainless Steel Wire Barbecue Stove, Durable Anti-Rust Ant 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 Andaz Press Custom Large Baby Shower Canvas Welcome Sign, 16 x 2 7 8 Stylish Coffee Mug,ceramic Coating Mug Cup Tea Mug Water Glass Rexroth New Aftermarket A10VSO45DFR1/31R-VWA62K52 Hydraulic Pist 1000Base-Bxu Sfp Tx1310Nm/Rx1490Nm 20Km Coasters for Drinks, Absorbent Drink Coasters Set Cool Bar Cup C American Touch Up | Automotive Touch Up Paint for 1999-2003 Ford
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 Cisimove 2 Piece Performance Sea Kayak Paddle Fishing Ocean Padd 13 Framer Supply ATG Standard Adhesive Transfer Tape, 1/4" x 36 yd
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 for Mercedes-Benz Arocs SLT BigSpace 8x4 Tractor 1/50 DIECAST Mo PIAOLIGN Wig Body Wave Lace Front Human Hair Wigs Pre Plucked Na Fabric-Bond 24 Epoxy Adhesive Strongest Bonding Agent 24 Hour Ad IW.HLMF Telescope Catadioptric Telescope 40X60 High Magnificatio American Shifter 431153 Shifter Kit (727 23 Swan E Brake Cable C Metal Drill 1pc 5-35mm Step Cone Drill TiN Coated Straight Groov AWSAD PVC Table Covers, Soft Glass Table Mat Long Use Time Dust- American Shifter 526809 Shifter Kit (TH350 23" E Brake Trim Kit (Front+Rear Kit)(High-End) 4 Cross-Drilled Disc Brake Rotors + 8
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 I Hate People Camping Usb Charging Port And13-16 Inch Computer B 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 AJP Distributors Universal 14" 350mm 6 Bolts Holes Heavy Duty St 50 pcs 18" inch Chinese Paper Lantern - Pink - w/LED Lights - We Duvet Cover Set California King Size Thanksgiving Pumpkins Gnome L-SHISM Fans USB 12V Portable Car Fan Air Cooler Desktop Mini Au April Birthstone - 1/4 CT Modern Snowflake Pendant Necklace with "24 Hour Video Surveillance -Basic Teal" Heavy-Duty Outdoor Viny Bathroom Rugs Sets 3 Piece Dinosaur Leaves Black Red Bathroom Ru Holibanna 8PCS Silicone Drum Stick Practice Silent Tip Set Floating Shelves Wall Hanging Decoration Vintage Wrought Iron De XKDIJIUJB Dye Tie Weed Double-Sided Leather Placemats Set of 6 H
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Before the End Begins Heart from Droplets Rain Office Swivel Chair Mat Natural Rubber Society6 Flowers Abstract Print, Coral, Peach, Gray by Megan Mor Dirty Clothes Storage Basket Three Grid Organizer Basket Collaps Baby Cardigan Age for 1-8 Simple Warm Kids Sweaters Spring Baby WXYG HandBar Grips for Suzuki V-Strom 250 DL250 DL 250 V Strom 2 1000 Piece Jigsaw Puzzle,Black Wolf in The Forest, Puzzles for A Aibesy 3D Printer Silk Shiny PLA Filament 1.75mm Metalic Silk Go DIY 5D Diamond Painting by Numbers Kit for Adults Kids Wing Fi
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 Front LH Lower Valance Compatible with 2015 GMC Sierra 2500 HD/3 SignMission Designer Series Sign - Bike Parking at Your Own Risk Jewels Obsession 14K Yellow Gold London Bridge Pendant with 18" SSBH Remote Control Car 4 Drive Racing Charging Children's Toy C Black Onyx Drop Pendant, Gemstone Necklace, 9K 14K 18K Gold, Whi Platinum 5mm Round Peridot 1/8 CTW Diamond 16" Necklace TE Connectivity Part Number 1-1102364-6 A-Tech 128GB Module for Lenovo ThinkSystem SR950 - DDR4 PC4-2130 FRSDMY Zinc Alloy Pearl Gold Cabinet Knobs,Kitchen Door Handles, 3M 5401 1.5" x 36yd Tan Traction Tape, up to 300 Degrees F Perfo
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with A
1 2 3 4 5 XIAN 2mm Acrylic Display Case Dustproof Display Box for Lego Tec OFFTEK 16GB Replacement RAM Memory for HP-Compaq Pavilion Notebo Accuform MADM549XL, 12" x 18" Safety Sign"Keep Gate Locked at Al Xiaoqiao Jewelry Natural Myanmar Jadeite 52-62mm ice Green Brace Kingston GO! Plus Works for 512GB Alcatel Pixi 4 Plus Power Micr DOITOOL Egg Holder, Transparent Breeding Isolation Box Incubator Vibrating Cock Ring Ergonomic Desing Deluxe Toy Mount Sex Cock R Singerine Cosgerine Tangerine Printable Math Wall Art Poster for ASA vase, Porcelain, Basalt, 18
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 7A Maple Drum Sticks Drum Accessories Multi Color for Kids Child TFT20012 NA002, PTFE Tubing, Alpha Wire
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 4 Piece Shower Curtain Sets with Non-Slip Rug,Toilet Lid CoverB Unisex Restroom Speedy Wheelchair Sign - NY/CT - Gray/White (2 U
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 Trophies Golden Sports Award Trophy Meta Match, Gold-Plated Resi Fabric by The Yard - Gold Ivory Striped Taffeta Brocade Upholste
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: Cool Summer Bedspread Quilt Full Size Anime Decor, Americas Pony (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 20 x Authorised Personnel Only Keep Out Multi Purpose Signs 600m
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).