Data Engineering & Analytics
148 courses 8 categories
Data engineering and analytics is the work of moving data from where it is produced to where it can be trusted and queried. This topic covers the pipeline end to end: batch and streaming ingestion, warehouse and lakehouse modelling, SQL at scale, and the reporting layer on top.
It sits deliberately apart from machine learning — the courses here are about the data itself: schemas, throughput, correctness and cost, rather than the models that later consume it.
Categories (8)
Data processing and analysis covers the day-to-day work of turning raw operational data into something a person or…
Databases is the foundational layer underneath every persistent application. The category here covers the breadth of…
Elasticsearch is a distributed, RESTful search and analytics engine capable of tackling real-time data. Developed by…
Math & Statistics underpin many aspects of software engineering and data science, providing the foundational tools…
Messaging & Streaming is the backbone of asynchronous communication between services, enabling scalable and reliable…
Power BI is Microsoft's self-service analytics and business-intelligence platform designed to transform raw data into…
Spreadsheets & Low-Code are essential tools for modern data management and automation, often underestimated by…
SQL (Structured Query Language) is the lingua franca of databases. It was standardized in 1986 and has stayed…
Courses (148)
Showing 1 – 30 of 148 courses
NewThe Apache Flink course helps master stream data processing, deploy and optimize real-time pipelines for professional projects.2h 12m
NewThe only bootcamp you need to become an Excel wizard. Learn Excel Formulas and Functions, Data Visualization, Pivot Tables, VBA Macros, and much more. Start or22h 32m
FreeUpdated 3mo agoLearn core regression models and use them in Python. You study linear, logistic, log, and Cox models with clear steps and real data.6h 20m
Updated 3mo agoYou learn core inferential stats like intervals, tests, ANOVA, and run them in Python. The course shows how to read messy data and make clear data decisions.9h 25m
Updated 4mo agoModern business processes rely on data, and most companies use complex database management systems (DBMS) to store and process this data.18h 30m3/5
Updated 4mo agoStudy the internal architecture and optimization of PostgreSQL. Focus on performance, tracing, indexes, and other key database mechanisms.
Updated 5mo agoStudy effective schema design, indexing, and query optimization in MySQL. The course is suitable for application developers of varying skill levels.7h 41m
Updated 5mo agoStart learning MySQL with basic SQL queries and delve into indexes, caching, transactions, and performance analysis with MySQL Trace Tool.
Updated 6mo agoLearn to build streaming pipelines with Apache Kafka and Flink, create data lakes on AWS, run ML workflows on Spark, and integrate LLM models.16h 46m![Backend Master Class [Golang + PostgreSQL + Kubernetes] thumbnail](https://cdnq.courseflix.net/course/thumbnail/backend-master-class-golang-postgresql-kubernetes-160x90.webp "Backend Master Class [Golang + PostgreSQL + Kubernetes] thumbnail")
Updated 6mo agoThis course is designed with a lot of details, so that everyone, even with very little programming experience can understand and do it by themselves. I strongly18h 51m
Updated 6mo agoStudy Apache Spark and PySpark for big data processing. Practical assignments will help you acquire key skills of a data engineer.2h 20m
Updated 8mo agoThis course is designed for developers, database engineers, data specialists, and ML engineers preparing for SQL interviews.
Updated 9mo agoAnalytics Engineering is the foundation of Data Science and artificial intelligence .12h 46m
Updated 9mo agoMaster semantic search with our course on generative AI. Learn to build a complete pipeline using FastAPI, qdrant, and Streamlit for advanced data processing53m
Updated 9mo agoUnlock the potential of modern data platforms with Apache Iceberg, which masterfully combines the flexibility of data lakes with the reliability of data.33m
Updated 10mo agoEnhance your data orchestration skills with Apache Airflow. Covering architecture basics to advanced techniques, this course helps build reliable data workflows2h 21m
Updated 10mo agoLearn the basics of Apache Kafka from scratch and master building reliable, scalable real-time data processing systems. In this course, you will get acquainted.2h 33m5/5
FreeUpdated 10mo agoLearn to use Spark ML for creating scalable machine learning solutions. Practice with regression, classification, feature.2h 7m
Updated 10mo agoUnlock the potential of your PostgreSQL setup with our comprehensive course designed for performance optimization .12h 27m5/5
Updated 10mo agoThis course is dedicated to the study of Database Management Systems (DBMS) - technologies that allow for efficient storage, processing, and protection of data.21h 30m5/5
Updated 11mo agoAzure is becoming an increasingly popular platform for companies using the Microsoft365 ecosystem.4h 20m
Updated 1y agoMaster key technologies with a practical approach! You will gain applied knowledge, clear explanations.16m
Updated 1y agoImagine you have an AI assistant ready to solve any task in Excel. This course will show you how to unlock the full potential of ChatGPT even with basic.3h 23m
Updated 1y agoIn this practical course, you will learn how to build a complete data pipeline on the AWS platform - from obtaining data from the Twitter API to analysis, stora1h 33m5/5
Updated 1y agoEnhance your skills in managing time series data with this comprehensive course.2h 11m5/5
Updated 1y agoEmbark on an intriguing journey in this engineering project where you'll learn to trace user movements through their phone scans using Elasticsearch .1h 37m
Updated 1y agoBig Data is not just a buzzword, but a real phenomenon. Every day, companies around the world collect and process vast amounts of data at high speeds.7h 3m
Updated 1y agoData engineers often need to quickly set up a simple ETL script that just gets the job done.29m
Updated 1y agoDive into a comprehensive project on real-time data processing with our "Streaming with Kafka & Spark" course.2h 46m
Updated 1y agoThis course is the perfect start for those who want to learn cloud technologies and start working with Amazon Web Services (AWS), one of the most popular..4h 46m5/5