Day #252 - Data Science Skills

Data Science = Database + Insight  + Business Acumen + Feature Engineering  + Build your model + Deploy at Scale

• Database  = Load, Query, Aggregate, Find, Max, Mins, Group by different Dimensions
• Insight  = Convert the numbers of highs and Lows into Why Insights questions
• Business Acumen  = Finding the right use case that balances data availability and business expectations
• Feature Engineering  = Convert all your Insight Skills into feature variables
• Build your model = Build the model and evaluate it
• Productionization  = Recommend Spark / Whatever options scalable to deploy it

These are my personal lessons working on projects. Look at data science from a big picture. Learn and master every skill continuously. Learning never ends.

Happy Mastering Data Science!!!