Data Engineering

Data Engineering

Month 1: Introduction to Data Engineering

Month 2: SQL Fundamentals

Month 3: Advanced SQL Techniques

Month 4: Principles of Relational Database Design

Month 5: Exploring Data Warehousing

Month 6: Understanding ETL Processes

Month 7: Exploring NoSQL Databases

Month 8: Python Programming for Data Manipulation

Month 9: Data Analysis using Pandas Library

Month 10: Data Visualization Techniques with Matplotlib and Seaborn

Month 11: Overview of Business Analytics

Month 12: Utilizing Excel for Business Analytics

Month 13: Data Visualization with Tableau

Month 14: Data Analysis Techniques using R

Month 15: Statistical Analysis in Business Context

Month 16: Advanced Business Analytics Techniques

Month 17: Exploring Data Mining Techniques

Month 18: Introduction to Big Data

Month 19: Working with Hadoop and MapReduce

Month 20: Utilizing Spark and Scala for Big Data Analysis

Month 21: Data Science and Machine Learning Fundamentals

Month 22: Predictive Analytics using Python

Month 23: Deep Learning Techniques with TensorFlow

Month 24: Advanced Topics in Machine Learning

Month 25: Managing Data Science Projects

Month 26: Introduction to Business Intelligence

Month 27: Working with SQL Server Integration Services

Month 28: Creating Reports with SQL Server Reporting Services

Month 29: Analyzing Data with SQL Server Analysis Services

Month 30: Working with Oracle Business Intelligence Tools

Month 31: Fundamentals of Web Analytics

Month 32: Utilizing Google Analytics

Month 33: Working with Adobe Analytics

Month 34: Data Visualization Techniques using D3.js

Month 35: Utilizing Power BI

Month 36: Database Administration Fundamentals

Month 37: SQL Server Administration

Month 38: Oracle Database Administration

Month 39: MySQL Database Administration

Month 40: Cloud Database Management with AWS

Month 41: Cloud Database Management with Azure

Month 42: HL7 Integration and Health Data Analytics

Month 43: Data Security and Compliance

Month 44: Qualtrics and Clarabridge

Month 45: Raiser’s Edge for Fundraising Analytics

Month 46: Advantage Data Architect for Database Design

Month 47: Data Quality and Cleansing

Month 48: Review and Refinement of Data Engineering Skills