- Big Data Analytics - Data Scientist
- Big Data Analytics - Data Analyst
- Key Stakeholders
- Core Deliverables
- Big Data Analytics - Methodology
- Big Data Analytics - Data Life Cycle
- Big Data Analytics - Overview
- Big Data Analytics - Home
Big Data Analytics Project
- Data Visualization
- Big Data Analytics - Data Exploration
- Big Data Analytics - Summarizing
- Big Data Analytics - Cleansing data
- Big Data Analytics - Data Collection
- Data Analytics - Problem Definition
Big Data Analytics Methods
- Data Analytics - Statistical Methods
- Big Data Analytics - Data Tools
- Big Data Analytics - Charts & Graphs
- Data Analytics - Introduction to SQL
- Big Data Analytics - Introduction to R
Advanced Methods
- Big Data Analytics - Online Learning
- Big Data Analytics - Text Analytics
- Big Data Analytics - Time Series
- Logistic Regression
- Big Data Analytics - Decision Trees
- Association Rules
- K-Means Clustering
- Naive Bayes Classifier
- Machine Learning for Data Analysis
Big Data Analytics Useful Resources
Selected Reading
- Who is Who
- Computer Glossary
- HR Interview Questions
- Effective Resume Writing
- Questions and Answers
- UPSC IAS Exams Notes
Big Data Analytics - Data Analyst
A data analyst has reporting-oriented profile, having experience in extracting and analyzing data from traditional data warehouses using SQL. Their tasks are normally either on the side of data storage or in reporting general business results. Data warehousing is by no means simple, it is just different to what a data scientist does.
Many organizations struggle hard to find competent data scientists in the market. It is however a good idea to select prospective data analysts and teach them the relevant skills to become a data scientist. This is by no means a trivial task and would normally involve the person doing a master degree in a quantitative field, but it is definitely a viable option. The basic skills a competent data analyst must have are psted below −
Business understanding
SQL programming
Report design and implementation
Dashboard development