No Sql Databases
Establishing a Data Analysis Process
Understanding Data Analysis Techniques
Data Pipeline
Data Mining for Analyzing Web Traffic
BI Practices
The Evolution of Business Intelligence
Data Configuration
Using Technology For Conservation Monitoring Efforts 
Acoustic monitoring is a
non-invasive method that provides valuable insights into the health of natural habitats
...Collaborative Platforms Collaborative platforms and online
databases have facilitated information sharing and collaboration among conservation organizations and researchers
...
Establishing a Data Analysis Process Internal Data Data generated from within the organization, such as sales records, customer
databases, and operational metrics
...Qualitative Data
Non-numerical data that provides insights into customer opinions and behaviors, often collected through surveys and interviews
...
Understanding Data Analysis Techniques This can include internal
databases, surveys, and external data providers
...
Data Pipeline A typical data pipeline consists of several key components: Data Sources: The origin of the data, which can include
databases, APIs, IoT devices, and more
...Suitable for
non-time-sensitive data
...
Data Mining for Analyzing Web Traffic Association Rule Learning Finding interesting relationships between variables in large
databases ...
BI Practices It involves gathering data from various sources, which can include: Internal
databases External data sources Social media platforms Customer feedback 2
...This process often involves: ETL (Extract, Transform, Load) processes Data cleansing Data
normalization 3
...
The Evolution of Business Intelligence Big Data Technologies: Technologies such as Hadoop and
NoSQL databases emerged to manage and analyze vast datasets
...
Data Configuration databases, cloud storage) based on data requirements
...
Data Quality Management in BI Systems Data Consistency The uniformity of data across different
databases and systems
...
Data Exploration SQL, Talend, Informatica Steps in Data Exploration Data exploration typically involves a series of steps: Data Collection: Gather data from various sources, including
databases, spreadsheets, and APIs
...
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