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Data Science Is The Role That Is Giving Many More Opportunities In Professional World
- Ask questions related to the industry trend and conduct research.
- Extract and obtain data from various sources like web, databases, media, cloud etc.
- Clean the data from any kind of anomalies and gaps that may become a hindrance in analyzing.
- Explore the data thoroughly to find all the hidden patterns and trends which can help to make the data more understandable.
- Use various statistical tools and machine learning to prepare the data for analytical use in real-world problems.
- Devise and design algorithms which will use the data patterns as their requisite.
- Communicate and present the data inferences to the management which can help in taking a decision.
- Mathematics- linear algebra and calculus.
- Statistics- statistical models, probability and hypothesis techniques.
- Database management- SQL and NoSQL
- Data mining and cleaning
- Data visualization tools- d3.js etc
- Reporting techniques
- Python, R, SAS and their libraries.
- Java, C/C++
- Hadoop, Apache Spark, and Flink
- Industry knowledge
- Communication skills
- Analytical problem solving and decision making