Data Ingestion Courses and Certifications

Google BigQuery for Data and ML Engineers

Master BigQuery's serverless architecture, advanced SQL, and ML capabilities to build efficient data pipelines and deploy models for real-world data engineering projects.

• Coursera
• 6 hours 2 minutes
• Self-Paced
• Paid Course

Coursera

Deconstruct AI: Complex ML Problems

Learn to break down complex ML systems into reusable components, create flowcharts and pseudocode, and design abstractions for fraud detection and feature store workflows in MLOps roles.

• Coursera
• 2 hours 45 minutes
• Self-Paced
• Paid Course

Packt

Data Engineering with Databricks Cookbook

Master data engineering with Apache Spark, Delta Lake, and Databricks. Build scalable pipelines, optimize performance, manage streaming data, and implement DataOps/DevOps practices for real-world applications.

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

Coursera

Salesforce Datacloud: Advanced Consulting Skills

Master advanced Salesforce Data Cloud consulting skills to design unified customer profiles, build segments, generate insights, and activate data across systems for real-world implementations.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Packt

Microsoft Fabric: Fundamentals and Power BI Workflow

Master Microsoft Fabric fundamentals and streamline Power BI workflows through hands-on experience with Delta tables, Dataflow Gen 2, and automated reporting capabilities.

• Coursera
• 11 hours 11 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

The Definitive Guide to Microsoft Fabric

Master Microsoft Fabric from architecture and data ingestion to AI integration, enabling smarter decisions, platform optimization, and secure, cost-effective data management for your organization.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Whizlabs

Azure ML: Explore & Configure the Machine Learning Workspace

Explore Azure ML workspace configuration, compute management, and data handling to build scalable machine learning solutions and prepare for DP-100 certification.

• Coursera
• 7 hours 1 minute
• Self-Paced
• Paid Course

Packt

Big Data Collection and Storage in AWS

Master AWS big data collection and storage using Kinesis, IoT, DynamoDB, and S3. Build scalable, secure real-time data pipelines with hands-on lessons on encryption, permissions, and lifecycle management.

• Coursera
• 10 hours
• Self-Paced
• Paid Course

EDUCBA

Master Real-Time Streaming with Kafka & Spark

Unlock real-time data streaming expertise by building production-style pipelines with Apache Kafka and Spark to analyze trending songs and master streaming architecture.

• Coursera
• 5 hours 18 minutes
• Self-Paced
• Paid Course

Coursera

Process Real-Time Data with Spark Streams

Master real-time data processing with Apache Spark Structured Streaming and Kafka to build fault-tolerant pipelines for fraud detection, recommendations, and IoT analytics.

• Coursera
• 5 hours 34 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Hadoop Big Data Analytics & Projects Mastery

Master Hadoop ecosystem through hands-on projects in social media, telecom, healthcare & e-commerce using Hive, Pig & MapReduce for scalable big data analytics solutions.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Packt

Learn Microsoft Fabric

Master Microsoft Fabric by building scalable, AI-driven data solutions—covering lakehouses, data warehouses, real-time analytics, and Copilot integration for end-to-end analytics systems.

• Coursera
• 9 hours
• Self-Paced
• Paid Course

Speaking with a Webpage - Streaming Speech Transcripts

Stream audio to a Java servlet, which uses Cloud Speech API to provide real-time transcriptions, enabling interactive voice-to-text functionality for web applications.

• Coursera
• 50 minutes
• Self-Paced
• Paid Course

Packt

Splunk Core Certified User (SPLK-1001) Training & Prep Guide

Master Splunk fundamentals through hands-on training covering data ingestion, search language, reports, dashboards, and alerts to become a certified Core User.

• Coursera
• 18 hours 3 minutes
• Self-Paced
• Paid Course

EDUCBA

Build Real-Time Face Recognition with OpenCV

Master computer vision fundamentals and build real-time face recognition systems using OpenCV and Python through hands-on projects and edge detection techniques.

• Coursera
• 4 hours 52 minutes
• Self-Paced
• Paid Course