9 Secrets to applying data analytics The Right Way with zero knowledge of statistics!!
Be your business’s guardian angel. You will be the one who can answer the hardest questions that no one could before you. we’ll reveal CyberRealm’s proven method for conducting data analytics” the right way, with simple, easy-to-follow steps—these secrets statisticians will never teach you.
Before getting started, you must have a question you want to answer or a goal you want to achieve. We're not here to teach you how to play with numbers or show off what you can do. We’re going to teach you how to answer your question through your database.
Gather the data : from different sources and combine them into one Master Table that contains all the data you have.
Remove outlier : Detect outliers and either exclude the entire "row of data" or leave them as is, depending on the situation.
Fill missing values : using the mean based on categorization (for example).
Now you have the full picture up and ready. In this step, review the entire tables. You must modify it if necessary (e.g., if a number is written as a string like "123," you must convert it to a number). You also need to standardize and categorize variables according to logical rules to proceed to the next step.
Test the normality of your data : Perform a simple check for numeric variables using the e.g. (Kolmogorov-Smirnov) test to confirm normality before moving forward.
Playground time! This is the action step to discover the secrets of your database. Based on your earlier question or objective, use the appropriate statistical tool. For instance, if you're comparing male to female groups and your data is normally distributed, use an independent t-test.
Choose your weapon : whether it's an application like IBM Modeler, IBM SPSS,Prism or programming language like Python or R, to develop reusable code and analyze your data as often as needed.
- Write the report : After applying the correct statistical tool, the computer will provide you with an answer, but it’s crucial to understand the assumptions and when and how to use each tool. When writing your report, mention these points clearly. Do not simply copy and paste tables from your application. Modify them to be readable, and focus your report on the key points without overwhelming the reader with all the output at once.
Congratulations! Now you are the lifesaver who has answered the question that no one else could before you!
Remember : We’ll reveal the secrets behind every statistical test and when to use each and every one of them. Follow along and share the knowledge!
Ready to take it Further? Our handpicked experts at CyberRealm.AI are here to help. Order our data analytics package today, and let us Transform your numbers into understandable words, we are one click away!
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