Good evening!
Besides technical skills, it is also important to have good business skills, like great communication, organization, public speaking, analytics, etc. So, I decided to study more than R, Python, SQL and programming skills. I also need to have a theoretical knowledge, because it is utterly useless knowing how to calculate a math expression but, refuse to understand what you are going to do this. I mean, you might have the greatest technical skills however you don’t even know how to interpret some simple data in Excel.
That is the reason I am going to read about analytics methodologies.
One that I liked was a book chapter available for free on the web. See the link below: http://www.pearsonhighered.com/assets/hip/us/hip_us_pearsonhighered/samplechapter/0130417890.pdf
It provides us some advice to have a high-quality analysis, as:
- As many high-quality data as possible
- One package statistical analysis software
- A healthy dose of common sense
Then, you can start it step by step:
- Step 1: Validate your data
- Step 2: Select the variables and model
- Step 3: Perform preliminary analyses (using graphs, tables, correlation and stepwise regression analyses)
- Step 4: Build the multivariable model (using analysis of variance)
- Step 5: Check the model
- Step 6: Extract the equation
…