LEC 3: Comprehensive Data Management and Analytics in Business

Importance of Data

Data is crucial for targeted marketing, customer loyalty, business analysis, and operational efficiency.

Data Sources

Data can be sourced from legacy systems, financial institutions, CRMs, web forms, spreadsheets, and purchased data.

Data Security

Data security involves protecting data through encryption, access controls, and compliance with standards like PCI and ISO 27001.

Data File Formats

Common data file formats include CSV, JSON, XML, Excel, and API formats for real-time and batch processing.

Data Encoding

Data encoding formats include UTF-8, UTF-16, and ANSI, which support various character sets and formatting structures.

Data Cleansing

Data cleansing involves correcting or removing inaccurate records, handling missing data, and ensuring consistent formatting.

Data Sorting

Data sorting techniques include address validation and sorting by postal codes to improve data organization.

Data Analytics

Data analytics involves modeling and segmentation based on demographics, behavior, and location to derive insights.

Data Programming

Data programming includes using SQL and other database management techniques to manipulate and manage data.

eCommerce and Data

In eCommerce, data is used to automate processes, validate addresses, and enhance customer retention strategies.

AI and Data

AI in data management focuses on efficient data processing, ensuring accuracy, privacy, and availability of data.

FTP vs sFTP

FTP (File Transfer Protocol) is less secure than sFTP (Secure File Transfer Protocol), which encrypts data during transfer.

Data Encryption

Data encryption protects information by converting it into a secure format that can only be read by authorized users.

PGP Encryption

PGP (Pretty Good Privacy) encryption uses public and private keys for secure data transmission.

DLP - Data Loss Prevention

DLP refers to strategies and tools used to prevent data breaches and unauthorized access to sensitive information.

NCOA - National Change Of Address

NCOA is a service that updates address information for individuals who have moved, valid for 6 months.

Demographics in Data Analytics

Demographics involve analyzing data based on age, gender, income, and other characteristics to target audiences effectively.

SQL Routines

SQL routines are scripts used to perform operations on databases, such as querying, updating, and managing data.

Web2Print

Web2Print is a technology that allows users to create print materials online, integrating data for customization.

Automation in eCommerce

Automation in eCommerce streamlines processes like order management and customer communication to enhance efficiency.