Components of Data Science | Tools for Data Science | Learnaholic India
Components of Data Science | Tools for Data Science | Learnaholic India
This Learnaholic India video will cover :
Components of Data Science | Tools for Data Science
The main components of Data Science are given below:
1. Statistics
2. Domain Expertise
3. Data engineering
4. Visualization
5. Advanced computing
6. Mathematics
7. Machine learning
Tools for Data Science
Following are some tools required for data science:
Data Analysis tools: R, Python, Statistics, SAS, Jupyter, R Studio, MATLAB, Excel, RapidMiner.
Data Warehousing: ETL, SQL, Hadoop, Informatica/Talend, AWS Redshift
Data Visualization tools: R, Jupyter, Tableau, Cognos.
Machine learning tools: Spark, Mahout, Azure ML studio.
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