Data Pipelines Courses and Certifications

Generative AI: Elevate your Data Engineering Career

10 ratings at Coursera

Explore how generative AI revolutionizes data engineering, enhancing productivity in architecture design, querying, schema design, data augmentation, pipelines, and analysis. Gain hands-on skills for real-world applications.

• Coursera
• 12 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Using Beam ML to catch Toxicity in Gaming

This is a self-paced lab that takes place in the Google Cloud console.” In this lab, we will use Apache Beam ML RunInference transform to show how with just a few lines of code you can enable a real-time pipeline that will scale with your needs!

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

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MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Google Business Intelligence

Advance your data analytics career with Google's professional training in business intelligence. Learn BigQuery, SQL, and Tableau to collect, interpret, and report data for informed decision-making.

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

Microcredential

IBM Data Warehouse Engineer

Develop essential skills for data warehouse engineering, including SQL, Linux scripting, ETL processes, and BI tools. Design, deploy, and manage enterprise data warehouses for actionable insights.

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

Coursera Instructor Network

GenAI for Data Engineers: Scaling with GenAI

Discover key GenAI capabilities and practical strategies to enhance data engineering workflows, boost productivity, and future-proof skillsets in this transformative primer for data professionals.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Coursera Instructor Network

Apache Kafka - An Introduction

Explore Apache Kafka's architecture, learn to configure clusters, and implement stream processing applications for real-time data exchange and analysis.

• Coursera
• 1 hour 41 minutes
• On-Demand
• Paid Course

DeepLearning.AI;  Amazon Web Services

Introduction to Data Engineering

Explore the data engineering lifecycle, from data generation to serving, and build an end-to-end system. Gain practical skills in gathering requirements, choosing tools, and applying data architecture principles.

• Coursera
• 17 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Amazon Web Services

Source Systems, Data Ingestion, and Pipelines

Explore source systems, implement batch and streaming pipelines, automate data workflows, and monitor data quality using AWS and open-source tools for efficient data management.

• Coursera
• 1 day 10 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

DeepLearning.AI Data Engineering

Comprehensive program teaching data engineering fundamentals, AWS tools, and real-world practices. Covers data lifecycle, ingestion, storage, modeling, and serving for analytics and machine learning applications.

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

Introduction to Modern Data Engineering with Snowflake

Learn to build modern data pipelines with Snowflake, covering ingestion, transformation, and delivery. Hands-on practice with SQL, Snowpark, UDFs, tasks, and more for end-to-end pipeline creation.

• Coursera
• 6 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Data Transformation in the Cloud

Explore advanced data visualization, cloud transformation, and data pipeline creation. Learn to optimize and handle large datasets for business insights using SQL and cloud tools.

• Coursera
• 17 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

Data Engineering: Pipelines, ETL, Hadoop

Aprenda a construir pipelines de dados robustos, processos ETL e gerenciar grandes conjuntos de dados com Hadoop. Ganhe experiência prática em extração, transformação e carregamento de dados.

• Coursera
• 2 hours
• On-Demand
• Paid Course

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 review

We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.

• YouTube
• 16 hours
• On-Demand
• Free Video

Artificial Intelligence and Business Strategy

4672 ratings at LinkedIn Learning

Learn how deploying AI tools can boost your company’s competitive advantage and help you leapfrog over your competition.

• LinkedIn Learning
• 1 hour 27 minutes
• On-Demand
• Free Trial Available