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Product description

Color:8 inch Chef Knife

Origin:CN(Origin)
Material:Damascus Steel
Metal Type:Carbon Steel
Model Number:CJ249
Certification:CE / EU
Feature:Eco-Friendly

Product Parameters:
The overall length is about 34cm.
Excellent VG10 handle.
Material:
67 layers Japanese Damascus steel amp;10Cr15CoMoV core
weight:275g
Description : 67 layers Japanese Damascus steel amp;10Cr15CoMoV core knife Set
Material : 67 layers Japanese Damascus steel amp;10Cr15CoMoV core.
Handle : Excellent Resin handle, surface polishing . Use for a long time not to distort, environmental protection.
Hardness : 60±2 HRC
Characteristics : sharp and durable; Super anti rust; Light energy.
Material and craft : multilayer Damascus steel imported from Japan 10Cr15CoMoV core optical lens processing forging process.
Sharpness level : the level of cutting force: 6.0-8.0 N international standards.
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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 Master Yoda Sculpture-Jedi Warrior Statue-Halloween Horror Movie 7 8 Conkergo 12V Electric Water Insulated Car Mug Travel Heating Cup KAROLA Table Runner and Placemats Set of 4 Farm Fresh Sunflower L-ELEGANT Dwarf Couple Garden Figures Sculptures Wedding Resin O XiaoCha Red Airplane Letter 3D Self-Adhesive Wall Stickers, Wall ZKAIAI Multifunction Camping Tent - Lunch Break Tents Instant Ca
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 vidaXL Garden Bench 47.2" Solid Acacia Wood,for Outdoor, Park, 13 RURGLY 8x8x8 ft Sun Shade sail Canopy Outdoor, Garden Sun Shade
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 ZIMAwd Car Hand-Stitched DIY Suede Steering Wheel Cover, Fit for Music Lightweight Laptop Backpack Unisex Casual Shoulders Bag Sc Sthurea Highway Bathroom Decorative Bathroom Carpet Bathroom Non 1 Pc of AS-05TC150-50VA 150V x2 6.3V + 5V Tube Amp Transformer Gwewei4df Women Yoga Running Bra Zipper Sports Bra Without Steel Pure Color Chenille Geometric Modern Sectional Couch Covers Sect Fauge 50WF2-029 50WF2-030 Left Right Side Plate for Typical TW3- 13'x18' - Harbor Blue, DREAMROOM Chevron Pattern Carpet Area Rug Black and White Half Round Front Door Mat, Squares Modern, 24" x
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 Medieval FAIR Parking Blue Scroll (18" x 24") Yard Sign, Quantit 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Drillco Series 200 5/32" X 3 1/8" Black Oxide HSS General Purpos XIWUYA Glass Nail Rhinestones Crystals Strass Partition Mixed Si FH Group F11513 Trimmable Heavy Duty Rubber Floor Mats (Blue) Fu Tanktoyd Outdoor Wall Sconce Chinese Traditiona Wall Light Fixtu XStyles18 - All I Need Today is A Little Bit of Beer Hawaiian Sh Solos and Duets Peterson Sherlock Holmes Strand Smooth Tobacco Pipe PLIP Sport Basketball On Teal Fire Hoodies for Kids Boys Girls Hooded Solid colors sofa elastica 1 2 3 4 seater Sofa chaise cover loun TWDYC Brushed Gold Bathroom Accessories Sets Towel Rail Rack Hol
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 Moonstone pendant necklace, white necklace, Round natural moonst 3D Pattern 5152 Floor Wallpaper Murals Wall Print Decal AJ WALLP ScratchesHappen Exact-Match Touch Up Paint Kit Compatible with S 3D Printing Blanket Beach Landscape Baby Kids Supernatural Ultra Curly Wig With Bang O Scalp Top Base Human Hair Wigs Full Machin SHENYUAN Boat Covers Boat Cover Heavy-Duty Marine Water Sun Proo Scully Men's Ostrich Trim Leather Blazer Regular/Big and Tall Bl AMOLED Material LCD Screen and Digitizer Full Assembly with Fram The Night Shift - Season 2
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 1.36ct Brilliant Round Cut Halo Solitaire Designer Genuine Natur YIXIN2013SHOP Indoor Floor Lamp Creative Floor Lamp Living Room 3-Tier Free Standing Ware Kitchen Bathroom Countertop Storage Or Pbldb 3D Flying Butterflies Wallpaper Decal Dercor Home Kids Nur WHITE 2-105 HYDRAULICS AND 3 POINT .SVC Service (SVC) Manual Lacoste Men's Casual Allover Croc 3 Pack Cotton Stretch Boxer Br Emergen-C Vitamin C Drink Mix, Cranberry Pomegranate, 30 Packets LWCHJ Cable 2.5mm2 4mm2 6mm2 Solar Power Cable Wire/Cable for Pa XIAOHUKK PVC self-Adhesive Wallpaper 3D Hand Painted Pink Flower HIFLO AIR FILTER - HFA1709 compatible with 1994 Honda VFR750F In
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
JOYGOOD Outdoor Statues Outdoor Landscape Garden Decoration Simu
1 2 3 4 5 American Shifter 528837 Shifter Kit (518 23 Swan E Brake Cable T 14k White Gold 1/4 CTW Diamond 18" Necklace for Women Demon Slayer Kochou Shinobu Anime Character Travel Laptop Backpa LICGHONG Keychain Metal,Key Fobs, Key Tags with Ring,Key Holder HJCS for Nissan NV200 Chevrolet City Express Evalia Faux Leather Teamery Modern Round Area Rug 6 Feet Floor Mat Non-Slip Absorben DANLINI 21 Pieces Collar ŠÄ¾åνë Ankle Handcuff ЪõñđåÉ¡ë É¡åÉ¡ JYDQM Wall Baskets Wall Hanging Tassel Colored Tapestry Pure Cot Mens My Fishing Buddies Call Me Pappy Bedding Set Duvet Cover 3
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 Higoo Tactical Red Laser Dot Sight + LED Zoomable Flashlight wit WYDH for Kawasaki ER6F ER6 F ER6N E R6N 2009-2016 2010 2011 2012
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 Women's Halloween Witch Cosplay Costume Dresses Gothic Retro Sor Gaming Mouse Pad Genshin Impact Anime Mouse Pad RGB Led Light Co
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 Battery Replacement for 0B200-9300000 TP300LD-DW021H,TP300LD-DW0 Bath Rug Absorbent Doormat Bless This Home Stars and Berries Far
Chapter 13 Neural Nets and Deep Learning PDF HLMSKD Mens Printed Patchwork Hawaiian Shirts Men Loose Casual B Magnificent Matador Women's Costume
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 Motorcycle Red+Titanium 16 Colors CNC Adjustable Folding Extenda 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 Patio Lounge Chaise/Reclining Patio Chairs,Outdoor Zero Gravity 7 8 IKO Machined Needle Roller Bearings (NA6906) Full Size Unisex Bedspread Quilts Polyester Black Panther Beddin Smile Art Design Hi Alpaca! Lettering and Cute Illustration Pink YJYDD 10' x 10' Pop-up Canopy with Straight Legs Tent Folding Ga magFlags XXXL+ Flag Rhineland-Palatinate | Landscape Flag | 6.7m
Chapter 3 Finding Similar Items PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 4 Purple/Polish Spike Aluminum Extended Tuner Locking Lug Nuts W 13 Silicoṇe Ðịldọ with Sụctioṇ Cup - Sụctioṇ Cup Ðị
Chapter 4 Mining Data Streams PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 XLJUN Sunblock Shade Cloth, Polyethylene Thickening Reinforceme Rexroth New Aftermarket A10VO28DRG/31L-VWC12K52 Hydraulic Piston Tablecloth for Rectangle Table Mexican May 5th Festival Cinco De Replacement For Nebo Csi Edge 5519 Flashlight Contractor Battery Ambesonne Christmas Portable Fabric Wardrobe, Christmas Tree Sha ML Kishigo 1164 Solid Front Mesh Back Safety Vest - Orange 3XLar Plush Round Area Rug for Bedroom Dorm Nursery Carpet Retro Dande New USA! Made High Torque Starter for Baker / Clark Lift Trucks Fabory 5/8"-18 Grade 5 Hex Head Cap Screw, Steel, PK 95
Chapter 5 Link Analysis PDF Part 1:
Part 2:
PDF
PDF
PPT
PPT
1 2 3 4 5 6 7 8 9 10 11 CDXZRZYH Floor Standing Coat Rack Cabinet Type, Bamboo Clothes/H 13 14
Chapter 6 Frequent Itemsets PDF   PDF PPT 1 2 3 4 Household Tool,Beer Bottle Filler Bottling Wand Spring Loaded fo YSJJLRV Place Mats Grey Black PVC Placemats for Table Dining Cup 3-Pack Replacement for LG LRSC26920SW Refrigerator Water Filter Veri SanDisk Ultra 512GB MicroSDXC Works for Samsung SM-A9000 by LED 18650 Flashlights - Ochoos S2 71353 Driver 365nm Purple UV F Disposable Aluminum Foil 15 Sets Disposable BBQ Drip Pan Tray Al 1.55 CT Lab Created Yellow Sapphire Ring, 1/2 CT HI-SI Diamond B Chrysler Genuine 68216155AA Body Nameplate SHANG-JUN Magnetic Hooks Stainless Steel Rack Shelf for Bathroom Lingwu Car Steering Wheel Covers Black Red - Auto Women Men Univ
Chapter 7 Clustering PDF   PDF PPT 1 2 3 4 5 ZBBZHY British UK Flag Mens Loose Track Pants Jogging Short Pock LSAILON 4pcs Inner Tie Rod Ends Lower Control Arms Kit Fit for 2 American Shifter 521286 Shifter Kit (727 23" E Brake Cable Clamp GAODINGD Garden Statue Outdoor Statues Home Bunny Statue Sculptu Side Marker Light Lamp Passenger Side Right RH for 12-13 Toyota The Very Best of the Island Years PN CLWB-500-38-2-9 CUCMP 500k 90DEG 13/32-2 T UL CSA (Pack of 1) QIFFIY Piggy Bank Creative Piggy Bank Children's Money Banks Lar Electric Deep Fryer Commercial Countertop Basket French Restaura
Chapter 8 Advertising on the Web PDF   PDF PPT 1 2 3 4 D' Rey Made in Menorca [Vinyl] Flower Leaves Backpack Laptop Travel School Bag For Men Women Co Skulls Decorations 3D Double-Sided AdhesiveWallpaper Skeleton Pa American Shifter 347657 Shifter Kit (PG 6" E Brake Cable Clevis Multi-Color Spiral Unisex Tank Top - L/Fluorescent Rainbow Spira VINISATH Front Rear Car Mats Set of 4,Blue Apocalypse Spooky H Giant Knit Blanket Chunky Knit Blanket Handmade Knitting Nap Bla NNYUNDING Storage Basket Rattan Laundry Basket Rattan Trunk Stor ZXDHNS Photo Wallpaper Wall Mural - City Street Scenery W X H/16
Chapter 9 Recommendation Systems PDF Part 1:
Part 2:
PDF
PDF
PPT
Genuine Side Marker Light
1 2 3 4 5 Diamond Painting Kits for Adults,African Woman DIY 5D Large Full Beaumont Lane Tufted Storage Bench in Neutral Cream Snowflakes Christmas Tree Skirt 36 inch Vintage Red Plush Xmas C Aokarry 18K Gold Necklace for Women Butterfly ZXC Gear Shift Knob Collars Case Lever Dust Cover 5 Speed Gear S BIAOYU Tent Tent Ultralight Easy Set Up and Carry Family Tent UP Replacement Value Fuel Pump Module Assembly ZQDM Swimming Pool Filter, Cartridge Size I for Swimming Pool Pu American Shifter 376540 Shifter Kit (45RFE 23 E Brake BLK Dual S
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 YTRED Wall Clock Elegant Wall Clock 13 Inch Non-Ticking Battery ADD-MPOMPO-50M5OM4S 3YR RNWL Access ADV 0-250U
Chapter 11 Dimensionality Reduction PDF   PDF PPT 1 2 3 4 5 6 7 8 9 10 11 12 D DOLITY Drum Pedal Beater Tension Spring Single Chain Drive For Naruto Floor Mat Anime Rug Anime Area Rugs for Boys Living Room
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 LKDF Thick Crystal Clear Table Cover Protector Waterproof PVC Pr KUT from the Kloth Women's Connie High-Rise Ankle Skinny with Ra
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: American Shifter 395216 Shifter Kit (2004R 6" E Brake BLK Push 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 Leaves Flowers Lightweight Laptop Backpack Casual Day Backpack F
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).