data science related workers , what they do and what's their work
Answers (2)
12th Jan, 2022
Hello.
Data science related workers are engaged in tasks such as preparing datas such as cleaning, organizing, etc. They help companies in preparing the right kind of strategies and taking the necessary action. They are given the responsibility of handling a large amount of data. For more information follow the link given below:-
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12th Jan, 2022
hey there,
Data scientists work closely with business stakeholders to understand their goals and determine how data can be used to achieve those goals. They design data modeling processes, create algorithms and predictive models to extract the data the business needs, and help analyze the data and share insights with peers. While each project is different, the process for gathering and analyzing data generally follows the below path:
1. Ask the right questions to begin the discovery process
2. Acquire data
3. Process and clean the data
4. Integrate and store data
5. Initial data investigation and exploratory data analysis
6. Choose one or more potential models and algorithms
7. Apply data science techniques, such as machine learning, statistical modeling, and artificial intelligence
8. Measure and improve results
9. Present final result to stakeholders
10. Make adjustments based on feedback
11. Repeat the process to solve a new problem
Common Data Scientist Job Titles
The most common careers in data science include the following roles.
Data scientists work closely with business stakeholders to understand their goals and determine how data can be used to achieve those goals. They design data modeling processes, create algorithms and predictive models to extract the data the business needs, and help analyze the data and share insights with peers. While each project is different, the process for gathering and analyzing data generally follows the below path:
1. Ask the right questions to begin the discovery process
2. Acquire data
3. Process and clean the data
4. Integrate and store data
5. Initial data investigation and exploratory data analysis
6. Choose one or more potential models and algorithms
7. Apply data science techniques, such as machine learning, statistical modeling, and artificial intelligence
8. Measure and improve results
9. Present final result to stakeholders
10. Make adjustments based on feedback
11. Repeat the process to solve a new problem
Common Data Scientist Job Titles
The most common careers in data science include the following roles.
- Data scientists: Design data modeling processes to create algorithms and predictive models and perform custom analysis
- Data analysts: Manipulate large data sets and use them to identify trends and reach meaningful conclusions to inform strategic business decisions
- Data engineers: Clean, aggregate, and organize data from disparate sources and transfer it to data warehouses.
- Business intelligence specialists: Identify trends in data sets
- Data architects: Design, create, and manage an organizations data architecture
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