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How to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 1 / 11

How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

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Page 1: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to Excel in Mathematics at Michigan?

Hamed Razavi

PI Mathematics Coach

Sep. 6, 2014

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 1 / 11

Page 2: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Most Importantly:

YOU should WANT to excel in Math and YOU should know thatyou CAN excel in Math

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 2 / 11

Page 3: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Most Importantly:

YOU should WANT to excel in Math and YOU should know thatyou CAN excel in Math

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 2 / 11

Page 4: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Most Importantly:

YOU should WANT to excel in Math and

YOU should know thatyou CAN excel in Math

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 2 / 11

Page 5: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Most Importantly:

YOU should WANT to excel in Math and YOU should know thatyou CAN excel in Math

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 2 / 11

Page 6: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to Excel in Mathematics at Michigan?

How is Michigan Math different?

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 3 / 11

Page 7: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to Excel in Mathematics at Michigan?

How is Michigan Math different?

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 3 / 11

Page 8: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Two Types of Math problems

Two types of Math problems:

Plug-and-Chug

Modeling which usually comes with a verbal description(important for Business majors and professionals)

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 4 / 11

Page 9: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Two Types of Math problems

Two types of Math problems:

Plug-and-Chug

Modeling which usually comes with a verbal description(important for Business majors and professionals)

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 4 / 11

Page 10: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Two Types of Math problems

Two types of Math problems:

Plug-and-Chug

Modeling which usually comes with a verbal description(important for Business majors and professionals)

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 4 / 11

Page 11: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Two Types of Math problems

Two types of Math problems:

Plug-and-Chug

Modeling which usually comes with a verbal description(important for Business majors and professionals)

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 4 / 11

Page 12: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Plug-and-Chug vs. Modeling: Examples

Example:

Use the table below to answer the following question:

x 0 1 2 3

f(x) 5 4 9 -4

What is the average rate of change of the function f for 1 ≤ x ≤ 3?

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 5 / 11

Page 13: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Plug-and-Chug vs. Modeling: Examples

Example:Math 105 / Exam 1 (October 10, 2011) page 6

4. [16 points] Marisa is planning to open a lemonade stand, and she needs to buy equipment andingredients to make the lemonade. If she decides to make a total of 12 gallons of lemonade,the equipment and ingredients will cost her a total of 57 dollars. However, if she decides tomake 20 gallons, it will cost her 85 dollars.

a. [5 points] Let C(g) be the cost to Marisa, in dollars, of producing g gallons of lemonade.Assuming C(g) is a linear function, find a formula for C(g).

b. [3 points] Find and give a practical interpretation, in the context of this problem, of theslope of the function C(g). Include units.

c. [2 points] Find the vertical intercept of the function C(g). Include units.

This problem continues on the next page.

Math 105 / Exam 1 (October 10, 2011) page 6

4. [16 points] Marisa is planning to open a lemonade stand, and she needs to buy equipment andingredients to make the lemonade. If she decides to make a total of 12 gallons of lemonade,the equipment and ingredients will cost her a total of 57 dollars. However, if she decides tomake 20 gallons, it will cost her 85 dollars.

a. [5 points] Let C(g) be the cost to Marisa, in dollars, of producing g gallons of lemonade.Assuming C(g) is a linear function, find a formula for C(g).

b. [3 points] Find and give a practical interpretation, in the context of this problem, of theslope of the function C(g). Include units.

c. [2 points] Find the vertical intercept of the function C(g). Include units.

This problem continues on the next page.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 6 / 11

Page 14: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Necessary (but not Sufficient) skill: Algebra. Master algebra skills(if not already) because there is much more to excel.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 7 / 11

Page 15: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Necessary (but not Sufficient) skill:

Algebra. Master algebra skills(if not already) because there is much more to excel.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 7 / 11

Page 16: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to excel in Math?

Necessary (but not Sufficient) skill: Algebra. Master algebra skills(if not already) because there is much more to excel.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 7 / 11

Page 17: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 18: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 19: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 20: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 21: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.

Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 22: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.

Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 23: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

How to in Excel?

Especially for modeling problems:

Study Skills:

Understanding vs. Memorizing (Being able to recite the formulas ordefinitions is not enough, you should be able to solve problemswith the ideas you learned.)

Problem Solving Skills

Read the Problem carefully and circle the important information.Make sure you understand what problem wants. Translate thewords to simple mathematical expressions.Don’t attack the problem randomly. Think twice about theapproach you plan to use to solve the problem before attempting it.Be organized, both in thinking and in writing. Do the problemstep-by-step.

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 8 / 11

Page 24: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 25: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 26: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 27: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc.

In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 28: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 29: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 30: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 31: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Other Tips

Listen to/Follow carefully what you have been told in this seminar

Practice: But don’t look at the solutions before trying enough

Use All Available Resources: Instructor Office Hours, Math Lab,Coaching Sessions, etc. In the coaching sessions come prepared.You don’t want the coach to re-teach the basics in the coachingsessions.

In the PI coaching session, rather than only being eager to see thesolution of a problem, try to learn/acquire the skills you need tosolve a similar problem.

Not only solve the problem, but also practice explaining how youarrived at the solution. (If another student is available, you couldtry out the explanation on that person, too.)

Before working on problems ”study”. Avoid ”trial and error”approach (e.g. when you do Web Homework problems).

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 9 / 11

Page 32: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Most Precious Thing In Your Life

Steve Jobs: ”My favorite things in life don’t cost any money. It’s reallyclear that the most precious resource we have is TIME.”

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 10 / 11

Page 33: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Most Precious Thing In Your Life

Steve Jobs: ”My favorite things in life don’t cost any money. It’s reallyclear that the most precious resource we have is TIME.”

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 10 / 11

Page 34: How to Excel in Mathematics at Michigan?razavi/How_to_Excel_in_Math_at_Michigan.pdfHow to Excel in Mathematics at Michigan? Hamed Razavi PI Mathematics Coach Sep. 6, 2014 Hamed Razavi

Questions

Questions?

Hamed Razavi (U of M) Fall 2014 PI Orientation Sep. 6, 2014 11 / 11