Extraction, analysis and interpretation of data

Extraction, analysis and interpretation of data

1. Data Science

   • Extract insights and knowledge from data
     • Business
       • Detect fraud
       • Predict market trends
       • Manage risk
       • Financial decisions
       • Making investment decisions
       • Predictive modeling
         • As example
           • Margin Call
           • The Big Short
     • Transportation
       • Optimize routes
       • Reduce fuel consumption
       • Improve safety
     • Healthcare
       • Improve diagnosis
       • Treatment
     • Logistics
       • Predictive analytics
       • Inventory management
   • Skills
   • Skills and knowledge
     • Technical
       • Knowledge of big datas
         • Sort
         • Analyze
         • Manage large amounts
       • Programming languages
       • Multivariate statistics
       • Data visualization
       • Cloud computing tools
       • Statiscal analysis
         • Statiscal methods
           • Classification
           • Regression
           • Clustering methods
     • Soft
       • Communication
       • English / more languages
       • Problem - solving
       • Critical thinking

2. Using

   • Mathematics
   • Statics
   • Programming

3. Data Analytics

   • Collecting, categorizing, and analyzing data
     • Make conclusions
     • Make predictions
     • Informed decision-making
   • Skills
     • Soft
       • Problem solving
       • Numerical skills
       • Critical thinking
       • Communication
     • Technical
       • SQL knowledge
       • Data warehousing
       • Data visualization
       • Data modeling
       • Programming languages
   • Big data
     • Identify opportunities and risks
     • Improve bottom lines
   • Statiscal methods
     • Data structure
     • Regression
     • Clustering
     • Classification