Reflection - Learning Launch 

 Challenge   I ’m the core member of a mobile game development startup and I ’m responsible to   come up with ideas and convert my ideas into big successful games which can be   scaled across a large geographical area or customer base . In the recent years the   gaming space has become crowded and my challenge is to identifying the trending   & satisfying mechanics which can be quickly tested with a small demographic and   spend huge marketing budgets on the right campaign . 

 Selection   Learning launch starts with a what if question which allows to identify new   opportunities which is fast and cheap . It is a scientific method which relies on   generating and testing hypothesis quickly . 

 Application    I first started immersing with the data by observing customers , analysing the   industry value chain and assessing my internal resources and their capabilities .   Based on the available data I started generating an hypothesis in the form of an   idea with a particular focus for value proposition to customers , the execution   strategy and competition . Once I identified the idea I went on to remove the   unknown critical assumptions since the idea is for the future which can not be tested   directly to the customers . Next I went on to design and conduct a learning launch to   test the key assumptions that allowed to gather data which tested whether or not   my assumptions are true in the prototype . With the outcome of the test , I now know   whether I want to pursue with my idea or kill it . 

 Insight    With learning launch tool , I have designed and conducted launches to test my   assumptions that lie under   the condition of my hypothesis . If my assumptions are   not true and my hypothesis is disapproved I can take the data and iterate it for a   new and better hypothesis . The hypothesis driven approach is based on the idea of   learning than knowing . When the learning launch assured me of good   fundamentals , I can start moving my idea to a staged roll - out across a large   geographical area or customer base . 

 Approach    After having gone through several design thinking tools , learning launch tool is the   apt to pursue or kill a hypothesis cheaply and quickly . My upcoming ideas will have   hypothesis testing experiment to gain insights for my assumptions and to determine   which ideas warrant large investment . 


EMAIL: 
ID_NUM: 
NAME_STUDENT: 
PHONE_NUM: 
STREET_ADDRESS: 
URL_PERSONAL: 
USERNAME: 

### Task: You are a PII (Personal Identity Information) Detection. Given a essays written by students, you have to identify ONLY the following:
NAME_STUDENT - The full or partial name of a student that is not necessarily the author of the essay. This excludes instructors, authors, and other person names.
EMAIL - A student’s email address.
USERNAME - A student's username on any platform.
ID_NUM - A number or sequence of characters that could be used to identify a student, such as a student ID or a social security number.
PHONE_NUM - A phone number associated with a student.
URL_PERSONAL - A URL that might be used to identify a student.
STREET_ADDRESS - A full or partial street address that is associated with the student, such as their home address.
### Input: Reflection - Learning Launch 

 Challenge   I ’m the core member of a mobile game development startup and I ’m responsible to   come up with ideas and convert my ideas into big successful games which can be   scaled across a large geographical area or customer base . In the recent years the   gaming space has become crowded and my challenge is to identifying the trending   & satisfying mechanics which can be quickly tested with a small demographic and   spend huge marketing budgets on the right campaign . 

 Selection   Learning launch starts with a what if question which allows to identify new   opportunities which is fast and cheap . It is a scientific method which relies on   generating and testing hypothesis quickly . 

 Application    I first started immersing with the data by observing customers , analysing the   industry value chain and assessing my internal resources and their capabilities .   Based on the available data I started generating an hypothesis in the form of an   idea with a particular focus for value proposition to customers , the execution   strategy and competition . Once I identified the idea I went on to remove the   unknown critical assumptions since the idea is for the future which can not be tested   directly to the customers . Next I went on to design and conduct a learning launch to   test the key assumptions that allowed to gather data which tested whether or not   my assumptions are true in the prototype . With the outcome of the test , I now know   whether I want to pursue with my idea or kill it . 

 Insight    With learning launch tool , I have designed and conducted launches to test my   assumptions that lie under   the condition of my hypothesis . If my assumptions are   not true and my hypothesis is disapproved I can take the data and iterate it for a   new and better hypothesis . The hypothesis driven approach is based on the idea of   learning than knowing . When the learning launch assured me of good   fundamentals , I can start moving my idea to a staged roll - out across a large   geographical area or customer base . 

 Approach    After having gone through several design thinking tools , learning launch tool is the   apt to pursue or kill a hypothesis cheaply and quickly . My upcoming ideas will have   hypothesis testing experiment to gain insights for my assumptions and to determine   which ideas warrant large investment .
### Output: 