Engineering Courses and Certifications

CodeWithYu

Apache Spark Processing with AWS EMR - Data Engineering Project

Master AWS EMR for data processing: set up, submit Spark jobs, visualize on Hadoop UI, and leverage cloud computing for efficient big data handling.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

CodeWithYu

End-to-End Data Engineering on Azure Spark Cluster: Japan Visa Analysis

Set up Spark master-worker architecture in Docker on Azure, process and visualize Japan visa data using PySpark and Plotly. Clean, transform, and gain insights into visa trends through interactive data analysis.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

CodeWithYu

Football Data Analytics with Tableau - Azure Data Engineering Project Part 3

Explore football data engineering: Extract Wikipedia data, store in Azure, migrate with Data Factory, query with Synapse, and visualize in Tableau. Master end-to-end data processes.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

CodeWithYu

Football Data Analytics: Azure End-to-End Data Engineering Project - Part 2

Extract, store, and analyze football data using Azure services and Apache Airflow. Develop end-to-end data engineering skills through hands-on implementation of a real-world project.

• YouTube
• 1 hour
• Self-Paced
• Free Video

CodeWithYu

End-to-End Data Engineering with Apache Airflow, Docker, and Spark Clusters - Using Python, Scala, and Java

Build an end-to-end data engineering project using Apache Airflow, Docker, Spark Clusters, Scala, Python, and Java. Create and submit jobs in multiple languages to a Spark cluster for processing and real-time results.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

SQLBits

Chaos Engineering for SQL Server

Explore Chaos Engineering concepts and methodologies to identify potential weaknesses in SQL Server, enhancing system resilience and reliability.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

SQLBits

Declarative ETL Pipelines with Delta Live Tables - Modern Software Engineering for Data Analysts and Engineers

Modernize ETL pipelines using Delta Live Tables for efficient data management. Learn development, production, and best practices for reliable, testable, and scalable data processing.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

MIT HAN Lab

Efficient Fine-tuning and Prompt Engineering - Lecture 20

Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

MIT HAN Lab

Efficient Fine-tuning and Prompt Engineering - Lecture 20

Explore efficient fine-tuning techniques and prompt engineering strategies for optimizing large language models in machine learning applications.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Valence Labs

Multimodal Deep Learning for Protein Engineering

Explore multimodal deep learning for protein engineering, covering sequence-based models, structural approaches, and biophysical features to predict and generate functional proteins.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

LeadDev

An Engineering Leader's Guide to Reporting Up

Gain strategies for confidently reporting to senior leadership and effectively showcasing engineering's impact within your organization.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

LeadDev

Essential Soft Skills for Engineering Success

Develop crucial soft skills for engineering success, including communication, teamwork, and leadership. Master these essential non-technical abilities to enhance your career.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

LeadDev

Avoiding the Priority Zero Trap - Effective Prioritization for Engineering Leaders

Master effective prioritization techniques to navigate urgent tasks, delegate efficiently, and make strategic decisions in engineering leadership.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

LeadDev

Building Effective Engineering Teams - Lessons from 10 Years at Google

Discover insights on building effective engineering teams from a Google veteran's decade-long experience. Gain valuable lessons for growing individual engineers.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

LeadDev

Recognizing and Preventing Burnout in Software Engineering Teams

Discover strategies to identify and prevent burnout in engineering teams, fostering a healthy work environment for optimal performance and well-being.

• YouTube
• 46 minutes
• Self-Paced
• Free Video