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RES.6-009 How to Process, Analyze and Visualize Data (MIT) RES.6-009 How to Process, Analyze and Visualize Data (MIT)

Description

This course is an introduction to data cleaning, analysis and visualization. We will teach the basics of data analysis through concrete examples. You will learn how to take raw data, extract meaningful information, use statistical tools, and make visualizations. This was offered as a non-credit course during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month. This course is an introduction to data cleaning, analysis and visualization. We will teach the basics of data analysis through concrete examples. You will learn how to take raw data, extract meaningful information, use statistical tools, and make visualizations. This was offered as a non-credit course during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month.

Subjects

data analysis | data analysis | data cleaning | data cleaning | visualization | visualization | statistics | statistics | hypothesis testing | hypothesis testing | regression | regression | text processing | text processing | large datasets | large datasets | Hadoop | Hadoop | MapReduce | MapReduce

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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TALAT Lecture 5201: Aluminium Surface Pretreatment

Description

This lecture gives an overview of the various pretreatment methods prior to surface treatment of aluminium; it aims at learning about the important parameters and the mechanisms causing surface alterations. Some knowledge of the surface properties, the metallurgy and the electrochemistry of aluminium and familiarity with the subject matter covered in TALAT This lectures 5101- 5105 is assumed.

Subjects

aluminium | aluminum | european aluminium association | EAA | Training in Aluminium Application Technologies | training | metallurgy | technology | lecture | surface treatment | mechanical pretreatment | electropolishing | Brytal process | Alzak process | phosphoric acid process | chemical polishing | chemical cleaning | chemical etching | solvent cleaning | emulsion cleaning | vapour degreasing | etch cleaning solutions | matt etching | alkaline etching | acid etching | corematerials | ukoer

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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TALAT Lecture 5201: Aluminium Surface Pretreatment

Description

This lecture gives an overview of the various pretreatment methods prior to surface treatment of aluminium; it aims at learning about the important parameters and the mechanisms causing surface alterations. Some knowledge of the surface properties, the metallurgy and the electrochemistry of aluminium and familiarity with the subject matter covered in TALAT This lectures 5101- 5105 is assumed.

Subjects

aluminium | aluminum | european aluminium association | eaa | talat | training in aluminium application technologies | training | metallurgy | technology | lecture | surface treatment | mechanical pretreatment | electropolishing | brytal process | alzak process | phosphoric acid process | chemical polishing | chemical cleaning | chemical etching | solvent cleaning | emulsion cleaning | vapour degreasing | etch cleaning solutions | matt etching | alkaline etching | acid etching | corematerials | ukoer | Engineering | H000

License

Attribution-Noncommercial-Share Alike 2.0 UK: England & Wales Attribution-Noncommercial-Share Alike 2.0 UK: England & Wales http://creativecommons.org/licenses/by-nc-sa/2.0/uk/ http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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I Use Wright's Pond Lily Toilet Wash. I Use Wright's Pond Lily Toilet Wash.

Description

Subjects

tradecards | tradecards | advertisements | advertisements | cleaning | cleaning | cleaningsupplies | cleaningsupplies | soap | soap

License

No known copyright restrictions

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Demonstration of home conveniences by Ruth Kellogg during Farmers Week, probably around 1921.

Description

Collection: Human Ecology Historical Photographs Title: Demonstration of home conveniences by Ruth Kellogg during Farmers Week, probably around 1921. Collection #23-2-749, item AC-FH-12 Div. Rare & Manuscript Collections, Cornell University Library Persistent URI: hdl.handle.net/1813.001/5w9w There are no known U.S. copyright restrictions on this image. The digital file is owned by the Cornell University Library which is making it freely available with the request that, when possible, the Library be credited as its source.

Subjects

cornelluniversitylibrary | homeeconomics | allcollegeactivities | farmandhomeweek | culidentifier:value=acfh12 | vacuumcleaner | cleaning | cleaningdemonstration | 1921 | homeconveniences | kitchentools | cleaningtools | knives | hats

License

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Growth of bacteria with different cleaning fluids

Description

Powerpoint presentation show photographs of the science students carrying out different experiments and activities: Growth of bacteria with different cleaning fluids

Subjects

photographs | powerpoint | activities | experiments | bacteria | cleaning | fluids | ppt | SCIENCES and MATHEMATICS | R

License

Attribution-Noncommercial 2.0 UK: England & Wales Attribution-Noncommercial 2.0 UK: England & Wales http://creativecommons.org/licenses/by-nc/2.0/uk/ http://creativecommons.org/licenses/by-nc/2.0/uk/

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17.32 Environmental Politics and Policy (MIT) 17.32 Environmental Politics and Policy (MIT)

Description

"Environmental Politics & Policy" explores the workings of environmental policymaking in the United States. What are the big issues facing environmental policy? How did we end up with the policies we have today? Why does it take a crisis to move environmental policy forward? Why do political factors - economic interests, social and political values, bureaucratic styles, ideologies, elections, etc. - always seem to overwhelm sound scientific and engineering judgment in determining policy outcomes? Case studies ranging from cleaning up toxic waste pollution to endangered species protection probe the clashes between science and politics at local, state, and federal levels. "Environmental Politics & Policy" explores the workings of environmental policymaking in the United States. What are the big issues facing environmental policy? How did we end up with the policies we have today? Why does it take a crisis to move environmental policy forward? Why do political factors - economic interests, social and political values, bureaucratic styles, ideologies, elections, etc. - always seem to overwhelm sound scientific and engineering judgment in determining policy outcomes? Case studies ranging from cleaning up toxic waste pollution to endangered species protection probe the clashes between science and politics at local, state, and federal levels.

Subjects

environmental policy | environmental policy | environmentalism | environmentalism | Clean Air Act | Clean Air Act | Clean Water Act | Clean Water Act | wetlands | wetlands | endangered species | endangered species | biodiversity | biodiversity | toxic waste | toxic waste | public lands | public lands | urban sprawl | urban sprawl | climate change | climate change | global warming | global warming

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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2.007 Design and Manufacturing I (MIT) 2.007 Design and Manufacturing I (MIT)

Description

Includes audio/video content: AV special element video. Welcome to 2.007! This course is a first subject in engineering design. With your help, this course will be a great learning experience exposing you to interesting material, challenging you to think deeply, and providing skills useful in professional practice. A major element of the course is design of a robot to participate in a challenge that changes from year to year. This year, the theme is cleaning up the planet as inspired by the movie Wall-E.From its beginnings in 1970, the 2.007 final project competition has grown into an Olympics of engineering.  See this MIT News story for more background, a photo gallery, and videos about this course. Includes audio/video content: AV special element video. Welcome to 2.007! This course is a first subject in engineering design. With your help, this course will be a great learning experience exposing you to interesting material, challenging you to think deeply, and providing skills useful in professional practice. A major element of the course is design of a robot to participate in a challenge that changes from year to year. This year, the theme is cleaning up the planet as inspired by the movie Wall-E.From its beginnings in 1970, the 2.007 final project competition has grown into an Olympics of engineering.  See this MIT News story for more background, a photo gallery, and videos about this course.

Subjects

engineering design | engineering design | synthesis | synthesis | analysis | analysis | robustness | robustness | manufacturability | manufacturability | active learning | active learning | idea generation | idea generation | estimation | estimation | materials selection | materials selection | visual thinking | visual thinking | kinematics | kinematics | machine elements | machine elements | robotics | robotics | mechanical engineering | mechanical engineering | student work | student work | contest | contest

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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PE.550 Designing Your Life (MIT) PE.550 Designing Your Life (MIT)

Description

This course provides an exciting, eye-opening, and thoroughly useful inquiry into what it takes to live an extraordinary life, on your own terms. The instructors address what it takes to succeed, to be proud of your life, and to be happy in it. Participants tackle career satisfaction, money, body, vices, and relationship to themselves. They learn how to confront issues in their lives, how to live life, and how to learn from it. A short version of this course meets during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month. Then this semester-long extension of the IAP course is taught to interested members of the MIT community. This not-for-credit course is sponsored by the Department of Science, This course provides an exciting, eye-opening, and thoroughly useful inquiry into what it takes to live an extraordinary life, on your own terms. The instructors address what it takes to succeed, to be proud of your life, and to be happy in it. Participants tackle career satisfaction, money, body, vices, and relationship to themselves. They learn how to confront issues in their lives, how to live life, and how to learn from it. A short version of this course meets during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month. Then this semester-long extension of the IAP course is taught to interested members of the MIT community. This not-for-credit course is sponsored by the Department of Science,

Subjects

design | design | living an extraordinary life | living an extraordinary life | life coaching | life coaching | excuses | excuses | mistakes | mistakes | changes | changes | empowerment | empowerment | love | love | vision | vision | action plan | action plan | wisdom | wisdom | balance | balance | communication | communication | fears | fears | accountability | accountability | truth | truth | setting goals | setting goals | community | community | personal growth | personal growth | leadership roles | leadership roles | career | career | promises | promises | consequences | consequences | haunting incidents | haunting incidents | healing | healing | lies | lies | cleaning up | cleaning up | integrity | integrity

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see http://ocw.mit.edu/terms/index.htm

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Advances in nanotechnology Advances in nanotechnology

Description

Professor Moriarty is a researcher in the field of nanotechnology. Professor Moriarty is a researcher in the field of nanotechnology. In this podcast, Professor Moriarty discusses nanotechnology, and how it has led to a convergence of the traditional sciences. He talks about the commercial applications of nanotechnology such as hard disk technology in laptops, stain free materials and fabrics, self-cleaning windows and advanced water filtration. He also touches on some of the myths about nanotechnology as well as some of the real dangers of Nanotechnology and the steps governments are taking to regulate it. Professor Moriarty is a researcher in the field of nanotechnology. In this podcast, Professor Moriarty discusses nanotechnology, and how it has led to a convergence of the traditional sciences. He talks about the commercial applications of nanotechnology such as hard disk technology in laptops, stain free materials and fabrics, self-cleaning windows and advanced water filtration. He also touches on some of the myths about nanotechnology as well as some of the real dangers of Nanotechnology and the steps governments are taking to regulate it. Professor Moriarty is a researcher in the field of nanotechnology.

Subjects

UNow | UNow | Podcast | Podcast | Audio | Audio | mp3 | mp3 | UKOER | UKOER

License

Except for third party materials (materials owned by someone other than The University of Nottingham) and where otherwise indicated, the copyright in the content provided in this resource is owned by The University of Nottingham and licensed under a Creative Commons Attribution-NonCommercial-ShareAlike UK 2.0 Licence (BY-NC-SA) Except for third party materials (materials owned by someone other than The University of Nottingham) and where otherwise indicated, the copyright in the content provided in this resource is owned by The University of Nottingham and licensed under a Creative Commons Attribution-NonCommercial-ShareAlike UK 2.0 Licence (BY-NC-SA)

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Cleaning for Caterers

Description

This resource identifies processes and methods to ensure all food preparation areas are free from any potential contaminants.

Subjects

Food safety | cleaning | hygiene | food hygiene | food preparation | cleaning plan | daily routine | catering | HACCP | basic food hygiene | NVQ Level 2 | oxb:200811:003PJ | sport | leisure | tourism | hospitality | cc-by | creative commons | UKOER | HLST | ENGSCOER | OER | LL2012 | London 2012 | Olympics | Olympic Games | Paralympics | Paralympic Games | Learning Legacies | JISC | HEA | Oxford Brookes University | HLSTOER.

License

This work is licensed under a Creative Commons Attribution 2.0 UK: England and Wales License,except where otherwise noted within the resource. This work is licensed under a Creative Commons Attribution 2.0 UK: England and Wales License,except where otherwise noted within the resource.

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Particle technology : gas cleaning

Description

This open educational resource was released through the Higher Education Academy Engineering Subject Centre Open Engineering Resources Pilot project. The project was funded by HEFCE and the JISC/HE Academy UKOER programme.

Subjects

engscoer | ukoer | engcetl | loughborough university | loughboroughunioer | richard holdich | engineering | particle technology | inertial collection | diffusional collection | target efficiency | fibrous filters | mass balance | gas cyclone | bagless vacuum cleaner | stokes number | stop distance | collection efficiency | gas cleaning equipment electrostatic precipitator | deutch equation | Engineering | H000

License

Attribution 2.0 UK: England & Wales Attribution 2.0 UK: England & Wales http://creativecommons.org/licenses/by/2.0/uk/ http://creativecommons.org/licenses/by/2.0/uk/

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Lighthouse keeper cleaning lens at the Pensacola Lighthouse

Description

Subjects

lighthouses | florida | cleaning | navigation | pensacola | fresnellenses | lighthousekeepers | marineservices

License

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Filing weight off the radius

Description

Filing weight off radius and cleaning outside of the shell at the National Projectile Factory, Birtley, 21 June 1916 (TWAM ref. 1027/271). These images belong to an album of photographs taken in the National Projectile Factory, Birtley (near Gateshead) during the First World War. The photographs were taken by Sir W.G. Armstrong Whitworth & Co Ltd, who built the factory. The images date from June 1916, shortly after the factory became operational. What makes the factory (and these photographs of it) so special is that all the management and workers there were Belgian. The factory and the nearby village of Elisabethville (built to accommodate them) were like a little corner of Belgium transplanted to the North East of England. More information about the factory and the village of Elisabethville can be found in the blog, which accompanies this set. (Copyright) We're happy for you to share these digital images within the spirit of The Commons. Please cite 'Tyne & Wear Archives & Museums' when reusing. Certain restrictions on high quality reproductions and commercial use of the original physical version apply though; if you're unsure please email archives@twmuseums.org.uk

Subjects

ww1 | firstworldwar | nationalprojectilefactory | birtley | birtleybelgians | socialhistory | sirwgarmstrongwhitworthcoltd | shellmanufacture | elisabethville | machinery | gunshells | filing | industrialheritage | industry | factory | blackandwhitephotograph | digitalimage | thebirtleybelgians | archives | filingweight | radius | cleaning | outershell | military | 21june1916 | gateshead | worldwarone | wartime | production | construction | structure | operational | workers | belgian | belgium | northeastofengland | migrants | unitedkingdom | label | tool | belt | cog | letter | number | debris | floor | wall | bar | cylinder | weapon | cap | standing | working | attentive | boot | overalls | shadow | parts | blur | mark | grain | fascinating | interesting | unusual | ammunition | shell | moustache | sepia

License

No known copyright restrictions

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'A well arranged cleaning closet.'' Photo taken by Troy around 1918- 20.

Description

Collection: Human Ecology Historical Photographs Title: 'A well arranged cleaning closet.'' Photo taken by Troy around 1918- 20. Collection #23-2-749, item DD-HEM-11 Div. Rare & Manuscript Collections, Cornell University Library Persistent URI: hdl.handle.net/1813.001/5ws6 There are no known U.S. copyright restrictions on this image. The digital file is owned by the Cornell University Library which is making it freely available with the request that, when possible, the Library be credited as its source.

Subjects

cornelluniversitylibrary | homeeconomics | departmentsanddivisions | householdeconomicsandmanagement | culidentifier:value=ddhem11

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Bathing the eye; cleaning the nose

Description

Two sepia-toned illustrations of the safest way to clean a baby's eyes and nose. Printer: Mospoligraf Publisher: Gosmedizdat Place of Production: Moscow Date: 1930 Persistent URL: archives.lse.ac.uk/dserve.exe?dsqServer=lib-4.lse.ac.uk&a... misc 0719/10')

Subjects

lselibrary | baby | care | hygiene | cleaning | bathing | face | russian | 1930 | poster

License

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Cleaning for caterers

Description

This resource identifies processes and methods to ensure all food preparation areas are free from any potential contaminants

Subjects

cleaning | hygiene | food hygiene | food preparation | cleaning plan | daily routine | catering | basic food hygiene | sport | leisure | tourism | hospitality | cc-by | creative commons | food safety | haccp | nvq level 2 | oxb:200811:003pj | ukoer | hlst | engscoer | oer | ll2012 | london 2012 | olympics | olympic games | paralympics | paralympic games | learning legacies | jisc | hea | oxford brookes university | hlstoer | CATERING / FOOD / LEISURE SERVICES / TOURISM | N

License

Attribution 2.0 UK: England & Wales Attribution 2.0 UK: England & Wales http://creativecommons.org/licenses/by/2.0/uk/ http://creativecommons.org/licenses/by/2.0/uk/

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Cleaning for Caterers

Description

This resource identifies processes and methods to ensure all food preparation areas are free from any potential contaminants.

Subjects

Food safety | cleaning | hygiene | food hygiene | food preparation | cleaning plan | daily routine | catering | HACCP | basic food hygiene | NVQ Level 2 | oxb:200811:003PJ | sport | leisure | tourism | hospitality | cc-by | creative commons | UKOER | HLST | ENGSCOER | OER | LL2012 | London 2012 | Olympics | Olympic Games | Paralympics | Paralympic Games | Learning Legacies | JISC | HEA | Oxford Brookes University | HLSTOER.

License

Creative Commons Licence
This work is licensed under a Creative Commons Attribution 2.0 UK: England & Wales License, except where otherwise noted within the resource. This work is licensed under a Creative Commons Attribution 2.0 UK: England & Wales License, except where otherwise noted within the resource.

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Billboard advertising Steelo steel wool cleaning products, Victoria, approximately 1925 Billboard advertising Steelo steel wool cleaning products, Victoria, approximately 1925

Description

Subjects

nationallibraryofaustralia | nationallibraryofaustralia

License

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RES.6-009 How to Process, Analyze and Visualize Data (MIT)

Description

This course is an introduction to data cleaning, analysis and visualization. We will teach the basics of data analysis through concrete examples. You will learn how to take raw data, extract meaningful information, use statistical tools, and make visualizations. This was offered as a non-credit course during the Independent Activities Period (IAP), which is a special 4-week term at MIT that runs from the first week of January until the end of the month.

Subjects

data analysis | data cleaning | visualization | statistics | hypothesis testing | regression | text processing | large datasets | Hadoop | MapReduce

License

Content within individual OCW courses is (c) by the individual authors unless otherwise noted. MIT OpenCourseWare materials are licensed by the Massachusetts Institute of Technology under a Creative Commons License (Attribution-NonCommercial-ShareAlike). For further information see https://ocw.mit.edu/terms/index.htm

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Napiši spis - sesanje stanovanja Essay - cleaning the apartment

Description

Reševalec odpre dokument in ga rešuje z računalnikom. Opremi in uredi po svoji presoji in želji. Izdelek lahko natisne ali shrani. Writing the essay with the use of MS Word word processor. Topic - vacuum cleaner.

Subjects

uporabne vede | applied sciences | računalništvo | computer science | jeziki | languages | moderni jeziki | modern languages | slovenski jezik | Slovene language | spis | essay | računalnik | computer | microsoft word

License

http://creativecommons.org/licenses/by-nc-sa/2.5/si/ http://creativecommons.org/licenses/by-nc-sa/2.5/si/

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Napiši spis - Ne bomo pospravljali! Essay - we will not tidy up!

Description

Reševalec najprej s pomočjo opornih toč zastavi osnovo za spis, nato pa ga napiše in opremi. Besedilo lahko natisne ali shrani na svoj računalnik. Writing the essay with the use of MS Word word processor. Topic - cleaning the room.

Subjects

uporabne vede | applied sciences | računalništvo | computer science | jeziki | languages | moderni jeziki | modern languages | slovenski jezik | Slovene language | besedilo | text | spis | essay | microsoft word

License

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TALAT Lecture 2104.01: Case Study on Glass Roof

Description

This lecture provides the teacher and students with a basis to develop sound and appropriate glass and aluminium roof designs; it explains the principles behind good design. After working through the course, the students will be in a position to design a glass roof which meets the requirements of local building regulations, and which is suited to the national traditions of the destination markets. This includes the collection of data on the local climate, because the product needs to withstand the climatic conditions in the different regions of the market. Safety and functionality are also important parameters of the finished product. Basic design engineering background, basic knowledge of corrosion effects, and some familiarity with TALAT lecture series 2100, 2200 and 5104 is assumed.

Subjects

aluminium | aluminum | european aluminium association | EAA | Training in Aluminium Application Technologies | training | metallurgy | technology | lecture | design | product | effects of climate | driving rain | wind stresses | snow loads | overheating | drainage | joints | cross member intersection | transitional details | ventilation | cleaning | condensation | corematerials | ukoer

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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TALAT Lecture 2203: Structural materials fabrication

Description

This lecture gives a brief introduction into the basic fabrication methods for structural aluminium alloy materials with respect to machining, forming, joining and surface treatments as a necessary background for the design process; it describes the subject of welding structural aluminium alloys in order to understand the materials requirements which the designer has to take into account when designing load carrying welded aluminium structures. General materials engineering background is assumed.

Subjects

aluminium | aluminum | european aluminium association | EAA | Training in Aluminium Application Technologies | training | metallurgy | technology | lecture | design | product | structural design | preparation | extrusion | cutting | plasma gas cutting | shearing | sawing | machining | cold forming | bending | cold forging | bolting | riveting | adhesive bonding | explosion welded connections | sandwich element construction | surface treatment | joining | chemical properties | physical properties | welding | inert gas welding | MIG welding | pulsed arc MIG welding | plasma MIG welding | TIG welding | filler materials | weldability | joint design | backing methods | cleaning | shielding gas | pre-heating | weld cracks | solidification cracks | solution cracks | weld imperfections | economy | distortion | inspection | non-destructive testing | destructive testing | quality control aspects | corematerials | ukoer

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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TALAT Lecture 3503: Finishing and other Supplementary Operations

Description

This lecture describes supplementary fabrication measures for impact extruded parts and gives some examples of finished impacts. Basic knowledge about the formability of metals and background in mechanical engineering is assumed.

Subjects

aluminium | aluminum | european aluminium association | EAA | Training in Aluminium Application Technologies | training | metallurgy | technology | lecture | machining | forming | impact extrusion | finishing impacts | cleaning | heat treatment | corematerials | ukoer

License

http://creativecommons.org/licenses/by-nc-sa/2.0/uk/

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