Data Engineering Courses and Certifications

Data lakes and Lakehouses with Spark and Azure Databricks

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Identifying the Right Role for Yourself

Explore data science and AI careers, learn role distinctions, assess personal fit, and identify necessary skills for various positions in these rapidly growing fields.

• Coursera
• 9 hours
• On-Demand
• Free Online Course (Audit)

Cloud Computing Foundations

257 ratings at Coursera

Learn to build cloud infrastructure, apply Agile techniques, and create serverless websites. Gain hands-on experience with AWS services, continuous deployment, and DevOps principles for scalable cloud solutions.

• Coursera
• 1 day 10 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Databricks to Local LLMs

Master Databricks for data engineering and analytics, plus run local LLMs like Mixtral using Hugging Face Candle and Mozilla llamafile for advanced AI workflows.

• Coursera
• 1 day 3 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

MySQL-for-Data-Engineering

Gain hands-on experience with MySQL for data engineering, including database interaction, dataset manipulation, and Python integration.

• Coursera
• 3 hours 7 minutes
• On-Demand
• Paid Course

Web Applications and Command-Line Tools for Data Engineering

35 ratings at Coursera

Explore Jupyter notebooks, cloud-hosted environments, Python microservices, and command-line tools for data engineering tasks. Build and deploy scalable solutions for machine learning and data processing.

• Coursera
• 1 day 19 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Data Engineering with Rust

34 ratings at Coursera

Leverage Rust for efficient, safe data processing. Master data structures, concurrency, libraries, and system design. Build robust data engineering solutions with hands-on projects.

• Coursera
• 2 days 15 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Virtualization, Docker, and Kubernetes for Data Engineering

23 ratings at Coursera

Explore virtualization, Docker, and Kubernetes for data engineering. Master containerization, cloud-based orchestration, and advanced topics like AI-driven coding and SRE practices. Gain hands-on experience with industry-standard tools.

• Coursera
• 1 day 3 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Applied Python Data Engineering

Leverage big data for business strategy and AI using Python. Master data pipelines, platforms like Hadoop and Spark, and data visualization techniques. Ideal for engineers and data professionals.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Microcredential

Rust Programming

Master Rust's speed and safety for systems programming, data engineering, DevOps, and AI integration through hands-on projects and real-world applications.

• Coursera
• On-Demand
• Paid Course
• 5 courses

Microcredential

Large Language Model Operations (LLMOps)

Master generative AI techniques, LLM management, and deployment across platforms. Gain hands-on experience in designing and scaling language models for diverse applications through immersive projects and real-world challenges.

• Coursera
• On-Demand
• Paid Course
• 4 courses

DP-203: Data Engineering on Microsoft Azure - 2022

7725 ratings at Udemy

Exam DP-203: Data Engineering on Microsoft Azure || 25+ hrs of videos || Practice Tests || 100% Syllabus || Demos

• Udemy
• 1 day 20 minutes
• On-Demand
• Paid Course

Big Data and Hadoop Essentials

12848 ratings at Udemy

Essential Knowledge for everyone associated with Big Data & Hadoop

• Udemy
• On-Demand
• Free Online Course

Beginner's Guide to Data & Data Analytics, by SF Data School

17650 ratings at Udemy

The Data Analytics Context We Wish We Had, When We First Started: Concepts, Tools, Roles, Processes, and Terms Explained

• Udemy
• 1 hour 32 minutes
• On-Demand
• Paid Course

Azure Data Factory For Data Engineers - Project on Covid19

14160 ratings at Udemy

Real world project for Data Engineers using Azure Data Factory, SQL, Data Lake, Databricks, HDInsight, CI/CD [DP203]

• Udemy
• 12 hours 46 minutes
• On-Demand
• Paid Course