Engineering Drawings Courses

Unstructured Data Engineering for AI

Build governed unstructured data pipelines for AI: object storage ingestion, PDF/HTML/OCR extraction, text normalization and PII redaction, chunking, metadata enrichment, labeling, and safety gates.

• Coursera
• 9 weeks, 3 hours a week
• Self-Paced
• Paid Course

Vector Databases and Retrieval Data Engineering

Design, operate, and secure vector retrieval systems: vector schemas, HNSW and IVF index tradeoffs, refresh workflows, retrieval evaluation metrics, and permissions-aware access controls.

• Coursera
• 9 weeks, 2 hours a week
• Self-Paced
• Paid Course

Edureka

AI-Powered Data Engineering with Snowflake

Build AI-assisted data pipelines in Snowflake: generate and explain SQL with generative AI, organise Bronze, Silver and Gold layers, and add RAG search, governance and orchestration.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

AI Systems, Automation, CI/CD and Data Engineering Workflows

Build AI-native data engineering workflows: structure Git repositories, implement CI/CD gates, review AI-generated SQL and tests, and document data products with metadata and dataset cards.

• Coursera
• 9 weeks, 2 hours a week
• Self-Paced
• Paid Course

Foundations of AI Native Data Engineering

Redesign data pipelines for AI workloads: work with embeddings, vector retrieval, RAG design and failure diagnosis, LLM hosting tradeoffs, and build a semantic search workflow.

• Coursera
• 9 weeks, 2 hours a week
• Self-Paced
• Paid Course

Olay

AI Beauty: Transforming Cosmetics via Prompt Engineering

Learn how AI personalizes cosmetics: write Role-Task-Constraint prompts for skin analysis, product recommendation, and marketing, then design your own AI-powered beauty concept.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Feature Engineering en Français

Transformez des données brutes en caractéristiques utiles pour les modèles de machine learning avec Vertex AI, BigQuery ML, Keras et TensorFlow.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Strategize Your Data Engineering Evolution

Analyze current and target-state data architectures for SQL tooling gaps, build SQL-derived cost-benefit models, and sequence legacy migration roadmaps by business impact and technical complexity.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

MathWorks

AI for Engineering: An Overview

Explore where AI fits engineering workflows: reduced-order models, physics-informed machine learning, virtual sensors, predictive maintenance, digital twins, plus responsible-AI ideas like explainability and observability.

• Coursera
• 1 hour 11 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

AI-Powered Analytics and Performance Engineering

Build AI-powered analytics pipelines on AWS: invoke Amazon Bedrock models from Rust and Lambda, benchmark Python-vs-Rust costs, and query data with Amazon Q.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Databricks GenAI Engineering

Build production GenAI on Databricks: construct a RAG pipeline with Lakehouse vector search, tune adapters via MLflow experiments, and evaluate relevance, hallucination, cost, and latency.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Modern Embedded Software Engineering Architecture Toolchains

Configure cross-compiled ARM builds with CMake or Bazel, generate reproducible custom Linux images from Yocto layers and recipes, and apply concurrency patterns that eliminate priority inversion.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Board Infinity

Agent Foundations and Prompt Engineering

Design AI agents with LLMs and craft prompts using few-shot, chain-of-thought, and role patterns, then chain them into Python workflows for automated research and summarization.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Coursera

Geospatial Data Engineering

Build end-to-end geospatial data pipelines: launch AWS EC2 and GDAL raster environments, automate PostGIS ETL with Airflow, stream GPS over MQTT, and analyze NetCDF climate data.

• Coursera
• 14 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Build with LLMs: Prompt Engineering & Real AI Projects

Learn tokenization, log probabilities, and context windows, then apply few-shot and chain-of-thought prompting to build an AI-powered Git commit message generator.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course