Mental Model Posts ‘Deliberate Practice’

An Accelerated Master’s Degree: Data Mining in a Book (or Two)

DataMining

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There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what we want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand our experiences, we want to have some kind of framework of what to expect.  We want to develop a theory structure.

Books are what give us this theory structure, and certainly the quality of the theory structure we begin with impacts the amount of deliberate practice we need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which we will layer our experiences.  We’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Data Mining…  Read More »

An Accelerated Master’s Degree: Statistics in a Book (or Two)

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Topics: Statistics
Statistics

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There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what we want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand our experiences, we want to have some kind of framework of what to expect.  We want to develop a theory structure.

Books are what give us this theory structure, and certainly the quality of the theory structure we begin with impacts the amount of deliberate practice we need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which we will layer our experiences.  We’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Statistics…  Read More »

The Story of Microsoft and the Three Men Who Made It

microsoft

Photo by Amit Chattopadhyay

The story of Microsoft, considering its creation spawned 3 of the 60 richest men in the world today, is an important one to understand.  Bill Gates, Paul Allen, and Steve Ballmer have amassed incredible amounts of wealth from Microsoft.  This is the story of how.  Read More »

An Accelerated Master’s Degree: Innovation in One Book

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Topics: Innovation
Innovation

Photo by Stuck in Customs

There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what we want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand our experiences, we want to have some kind of framework of what to expect.  We want to develop a theory structure.

Books are what give us this theory structure, and certainly the quality of the theory structure we begin with impacts the amount of deliberate practice we need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which we will layer our experiences.  We’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Innovation…  Read More »

An Accelerated Master’s Degree: Marketing in One Book

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Topics: Marketing
Marketing

Photo by Stuck in Customs

There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what you want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand your experiences, you want to have some kind of framework of what to expect.  You want to develop a theory structure.

Books are what give you this theory structure, and certainly the quality of the theory structure you begin with impacts the amount of deliberate practice you need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which you will layer your experiences.  You’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Marketing…  Read More »

An Accelerated Master’s Degree: Manufacturing in One Book

Create

Photo by Stuck in Customs

There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what you want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand your experiences, you want to have some kind of framework of what to expect.  You want to develop a Theory Structure.

Books are what give you this theory structure, and certainly the quality of the theory structure you begin with impacts the amount of deliberate practice you need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which you will layer your experiences.  You’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Manufacturing (or really, Production)…  Read More »

How to Increase Employee Productivity: The Science of Making Work Happen

BoredEmployee Pic

Photo by 9likenave.com

Most businesses I talk to would like to figure out healthy ways to grow.  And in almost all of those businesses, that requires people (or employees).  It may simply require greater capabilities amongst current employees, or it may require adding more employees.  In either situation, it makes sense to design the organization so that each person within it can reach peak performance.  And eliciting peak performance from employees is the result of two things: training and motivation.  As Andy Grove says, “A manager generally has two ways to raise the level of individual performance of his subordinates: by increasing motivation, the desire of each person to do his job well, and by increasing individual capability, which is where training comes in.”  Read More »

An Accelerated Master’s Degree: Supply Chain Management in One Book

BP 8

Photo by Stuck in Customs

There have been plenty of books recently published on the concept of Deliberate Practice, which essentially says that it takes 10,000 hours of a certain kind of practice (called ‘deliberate’) to gain expertise in something.   It makes sense that the majority of what you want to learn in any discipline is going to be experiential (or gained through practice).  But in order to better understand your experiences, you want to have some kind of framework of what to expect.  You want to develop a theory structure.

Books are what give you this theory structure, and certainly the quality of the theory structure you begin with impacts the amount of deliberate practice you need to become an ‘expert.’  So it’s important to choose the right books, as they will provide the base infrastructure upon which you will layer your experiences.  You’re looking for books that concisely capture the overriding concepts of a particular discipline.

And in any discipline, at least one fairly well defined, there doesn’t need to be that many books to accomplish this.  I would generally say that 3 books or fewer, for each discipline, will give you a proper theory structure.

With that in mind, let’s look at Supply Chain Management…  Read More »