Data Analytics & Engineering

Projects and tutorials on Data Engineering, Python, SQL, Power BI, and AI — by BI Insights Inc.

All Topics

Click any topic to browse the full video playlist, code, and articles.

ETL Pipeline
Develop Data Integration Pipelines with Python
Automate Excel
Automate your Excel reports with Python
Machine Learning
Machine Learning algorithms: Classification, Regression, and more
AWS Data Engineering
Develop Data Integration Pipelines on AWS
Apache Airflow
Learn Airflow: Automate ETL pipelines
Modern Data Stack
Learn new tools for Data Engineering
Artificial Intelligence
AI series — how to run AI locally and build with AI
Dagster
A Python-based data orchestrator
PySpark | Apache Spark
Data Engineering with PySpark
Data Quality
How to perform Data Quality testing
Apache Kafka
Data Streaming with Apache Kafka
Python Data Analysis
Data Analysis with Python
Data Streaming
Data Streaming with Apache Kafka
Data Lake & Lakehouse
How to create a Data Lake & Lakehouse on-premise
SQL
Learn SQL to query databases
SQL Server
SQL Server databases and services
Flask
Learn the Flask web framework with Python
Power BI
Data Analysis and visualization with Power BI