Data Ingestion Courses and Certifications

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

Coursera

Build & Optimize TensorFlow ML Workflows

Master end-to-end TensorFlow 2.x ML pipelines using tf.data, Keras, and custom training, then optimize models for mobile and edge deployment with TensorFlow Lite quantization and benchmarking.

• Coursera
• 2 hours 19 minutes
• Self-Paced
• Paid Course

Packt

Fundamentals of Analytics Engineering

Master analytics engineering from data ingestion to visualization, covering ELT workflows, cloud warehousing, dbt, and Tableau while building scalable, reliable data platforms with real-world applications.

• Coursera
• 20 hours 23 minutes
• Self-Paced
• Paid Course

Creating and Populating a Bigtable Instance

Create and populate a Bigtable instance using Dataflow to import pre-generated data from Cloud Storage, gaining hands-on experience with Google Cloud's database services.

• Coursera
• 1 hour 30 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

AWS Machine Learning Engineer Associate Exam Prep

Prepare for the AWS Certified Machine Learning Engineer – Associate exam by mastering ML workflows, data preparation, model deployment, SageMaker, MLOps, and GenAI services on AWS.

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

EDUCBA Credential

Evaluate and Optimize Enterprise Log Analytics

Master enterprise log analytics through advanced Splunk administration, performance optimization, security implementation, and scalable architecture design for modern operations.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Coursera

Architect Multimodal AI Solutions End-to-End

Master end-to-end multimodal AI solution design, bridging prototype to production with scalable architectures, cross-modal data integration, and technical documentation for real-world deployment.

• Coursera
• 1 hour 27 minutes
• Self-Paced
• Paid Course

Coursera

Spin Up Weaviate

Master deploying, configuring, and querying Weaviate vector database through hands-on practice with Docker, APIs, and real-world data ingestion for AI applications.

• Coursera
• 1 hour 53 minutes
• Self-Paced
• Paid Course

Coursera

Enable Vectorization in Weaviate

Master automated vectorization in Weaviate by configuring built-in modules, defining schemas, and conducting cost-benefit analysis for production-ready vector databases.

• Coursera
• 1 hour 37 minutes
• Self-Paced
• Paid Course

Coursera

Integrate Embeddings and Chroma

Master automated vectorization pipelines by integrating embedding models with ChromaDB, troubleshooting common failures, and building production-ready ML systems.

• Coursera
• 2 hours 46 minutes
• Self-Paced
• Paid Course

AWS Certified Data Engineer Associate Exam Prep

Master the AWS Certified Data Engineer – Associate exam by exploring data pipelines, ingestion, transformation, storage, analytics, and security across all four DEA-C01 domains with hands-on exercises.

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

BigQuery Fundamentals for Snowflake Professionals

Transition from Snowflake to BigQuery as you learn the fundamentals, get started on BigQuery data warehouses, and take the next step on your BigQuery journey.

• edX
• 7 hours
• Self-Paced
• Free Online Course (Audit)

BigQuery Fundamentals for Oracle Professionals

Move confidently from Oracle data warehouses to BigQuery data warehouses as you explore query performance optimization and provision resources.

• edX
• 21 hours
• Self-Paced
• Free Online Course (Audit)

BigQuery Fundamentals for Redshift Professionals

Ready to move from RedShift to BigQuery? Learn the essentials, explore BigQuery data warehouses, and get started on your BigQuery journey.

• edX
• 21 hours
• Self-Paced
• Free Online Course (Audit)