Teachers notes and photocopiables expert introduction

Teachers notes and photocopiables expert introduction

Teachers notes and photocopiables expert introduction
... Listening and Paper Writing are systematically practised in Listening and Writing sections in the ‘A’ units These include: Listening: understanding text structure, identifying attitudes and opinions, ... register, planning your writing, coherence and cohesion, etc The Writing and Speaking strands in the ‘B’ units provide practice for each part of Paper Writing and Paper Speaking However, the focus ... module practises all the papers of the exam and includes grammar and vocabulary consolidation and development Each module is designed around a theme and comprises a lead-in page with an Overview...
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Teachers notes and photocopiables expert teachersnotes m06

Teachers notes and photocopiables expert teachersnotes m06
... on page 171 and the Expert Task Strategy notes on page 172, and give them a minute to reread them Play the recording and allow them a few minutes to evaluate in pairs how well the candidate dealt ... slang and teen speak or text language Note that slang and teen speak are constantly evolving and words quickly come and go out of use Extra! Find 10–15 English words derived from other languages and ... swap and check their partner’s essay Review These exercises aim to help both students and teachers to monitor and analyse progress after each module has been completed, focusing on vocabulary and...
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Teachers notes and photocopiables expert teachersnotes m07

Teachers notes and photocopiables expert teachersnotes m07
... covered in Modules 2A, 3A and 5A) before referring them to the Expert Task Strategy notes on page 167 Remind students to look at the words before and after each gap and to eliminate wrong answers ... sentence by a comma; and that other punctuation occurs within the speech marks Advanced Expert Module ‘Ideas are like rabbits You get a couple and learn how to handle them and pretty soon you ... rubric and questions first and, before playing the recording, remind them that they will hear each extract twice before moving on to the next one Afterwards refer them to the Expert Task Strategy notes...
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Teachers notes and photocopiables expert teachersnotes m08

Teachers notes and photocopiables expert teachersnotes m08
... persuasive and why Advanced Expert Module Review These exercises aim to help both students and teachers monitor and analyse progress after each module has been completed, focusing on vocabulary and ... each sentence or clause with an emphatic and negative construction and inverting subject and verb 1b Refer students to pages 184–185 of the Expert Grammar and review how emphasis can be added before ... attention on the example and discussing the transformed sentence and the changes made is by far the most important 1b Weaker students could read the Expert Task Strategy notes on page 168 before...
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Teachers notes and photocopiables expert teachersnotes m09

Teachers notes and photocopiables expert teachersnotes m09
... include and where to include them Depending on time, you could ask students to work in pairs and discuss what they will 4a This exercise concentrates on introductions and conclusions and presents Expert ... essay Advanced Expert Module Review These exercises aim to help both students and teachers monitor and analyse progress after each module has been completed, focusing on vocabulary and grammar from ... list of these areas and to set time aside to work on them during selfstudy If spelling and punctuation are weak, refer students to the Expert Writing sections on pages 199 and 200 Extra! Students...
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Teachers notes and photocopiables expert teachersnotes m10

Teachers notes and photocopiables expert teachersnotes m10
... covered in Module 10B and also gives students practice in organising and ordering ideas for a proposal Refer students to the Expert Task Strategy notes on page 169 and the notes on writing a proposal ... skiing and rugby 2a Focus students’ attention on the task and give them a minute to read it and consider the points needed 2b In this exercise, students focus on another candidate’s writing and ... gives instructions, asks the questions and checks timings are adhered to) and the assessor (who greets and listens to the candidates, noting strengths and weaknesses) The interlocutor asks some...
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Teachers notes and photocopiables expert audioscript

Teachers notes and photocopiables expert audioscript
... energetic and usually light B:Yes, and they’ve been around a long time, so there’s no reason to think they’re going to disappear C:Yes, clubbing and stand-up might be more a matter of fashion, and ... expected because it’s becoming more common now to learn Mandarin in this country I just felt I Advanced Expert Audioscripts had time on my hands and wanted to something useful I’d narrowed it down ... and was blown away by the friendliness and beauty I found The way we humans are – passionate and friendly or cold and courteous – it differs everywhere Travel teaches you a lot about others and...
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Teachers notes and photocopiables expert teachersnotes m02

Teachers notes and photocopiables expert teachersnotes m02
... Refer them to the Expert Strategy notes and if useful, to the Expert Task Strategy on page 170 and the example report given on page 193 3a Students select the most suitable headings and then complete ... the Expert Strategy notes 1, and are more formal and should have a formal structure 3a Allow students time to read the task before asking how many paragraphs they feel would be necessary and ... the plan and add in the notes where needed, and check answers before continuing to the next exercise Suggested answers: (title) Pride and Prejudice … love story … (plot summary) man and woman...
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Teachers notes and photocopiables expert teachersnotes m03

Teachers notes and photocopiables expert teachersnotes m03
... in and of With regard to, concerning and relative to all have a similar meaning to in terms of but the words in A, B and D not collocate with in and of and therefore not fit the gap Advanced Expert ... multiple-choice cloze questions and refer them to the Help clues and the Expert Task Strategy notes on page 167 before they begin the task Point out that the first answer is an example and remind students ... matching verbs and the corresponding preposition to create the appropriate phrasal verb 3a Focus students’ attention on the Expert Strategy note and refer them to the Expert Task Strategy notes on...
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Teachers notes and photocopiables expert teachersnotes m04

Teachers notes and photocopiables expert teachersnotes m04
... Allow time for students to compare ideas with a partner part and parcel through thick and thin and when off and on By and large touch and go as 3b Ask students to discuss the questions in pairs ... different candidate (Francesca) attempting the task, and then evaluate her performance in pairs Francesca speculates as requested and is clear and coherent She uses a wide range of vocabulary and structure ... on the Expert Strategy notes and go through the points made 1a The use of suffixes is the key to changing words to other parts of speech In this exercise, students practise using suffixes and identifying...
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Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx

Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx
... same data! 10 © Tan,Steinbach, Kumar Introduction to Data Mining Decision Tree Classification Task Decision Tree © Tan,Steinbach, Kumar Introduction to Data Mining Apply Model to Test Data Test Data ... P(C2) = 4/ 6 Error = – max (2/6, 4/ 6) = – 4/ 6 = 1/3 Introduction to Data Mining 43 Comparison among Splitting Criteria For a 2-class problem: © Tan,Steinbach, Kumar Introduction to Data Mining 44 Misclassification ... > Yes 3 3 2 3 3 No 4 4 Gini © Tan,Steinbach, Kumar 0 .42 0 0 .40 0 0.375 0. 343 0 .41 7 Introduction to Data Mining 0 .40 0 0.300 0. 343 0.375 0 .40 0 0 .42 0 37 Alternative Splitting Criteria...
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Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf

Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf
... 159 3 56 357 68 9 Introduction to Data Mining 367 368 22 Subset Operation Using Hash Tree Hash Function transaction 1+ 23 56 2+ 3 56 12+ 3 56 1,4,7 3+ 56 3 ,6, 9 2,5,8 13+ 56 234 567 15+ 145 1 36 345 ... 159 Introduction to Data Mining 3 56 357 68 9 367 368 23 Subset Operation Using Hash Tree Hash Function transaction 1+ 23 56 2+ 3 56 12+ 3 56 1,4,7 3+ 56 3 ,6, 9 2,5,8 13+ 56 234 567 15+ 145 1 36 345 ... 3 ,6, 9 1,4,7 234 567 345 1 36 145 2,5,8 124 457 © Tan,Steinbach, Kumar 125 458 Introduction to Data Mining 159 3 56 357 68 9 367 368 17 Association Rule Discovery: Hash tree Hash Function 1,4,7 Candidate...
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Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx

Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx
... viable candidate, then it can be obtained by merging w with < {1} {2 6} {5}> © Tan,Steinbach, Kumar Introduction to Data Mining 37 GSP Example © Tan,Steinbach, Kumar Introduction to Data Mining ... 0. 17 = 0.9 Sup(W1, W2, W3) = + + + + 0. 17 = 0. 17 © Tan,Steinbach, Kumar Introduction to Data Mining 20 Multi-level Association Rules Food Electronics Bread Computers Milk Wheat Skim White Foremost ... 7, 8, 1, 1, 1, 8, Introduction to Data Mining 26 Examples of Sequence Data Sequence Database Sequence Element (Transaction) Event (Item) Customer Purchase history of a given customer A set of items...
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Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot

Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot
... Tan,Steinbach, Kumar Introduction to Data Mining Partitional Clustering Original Points © Tan,Steinbach, Kumar A Partitional Clustering Introduction to Data Mining Hierarchical Clustering p1 p2 Traditional ... e.g., autocorrelation Dimensionality Noise and Outliers Type of Distribution © Tan,Steinbach, Kumar Introduction to Data Mining 18 Clustering Algorithms K-means and its variants Hierarchical clustering ... Kumar K-means Clusters Introduction to Data Mining 44 Overcoming K-means Limitations Original Points © Tan,Steinbach, Kumar K-means Clusters Introduction to Data Mining 45 Hierarchical Clustering...
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Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot

Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot
... Density Introduction to Data Mining 33 SNN Clustering Can Handle Differing Densities Original Points © Tan,Steinbach, Kumar SNN Clustering Introduction to Data Mining 34 SNN Clustering Can Handle ... merge (c) and (d) Introduction to Data Mining 13 Chameleon: Clustering Using Dynamic Modeling Adapt to the characteristics of the data set to find the natural clusters Use a dynamic model to measure ... Data Mining 18 Experimental Results: CHAMELEON © Tan,Steinbach, Kumar Introduction to Data Mining 19 Experimental Results: CURE (10 clusters) © Tan,Steinbach, Kumar Introduction to Data Mining...
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