Mining Engineering Courses

Amazon Web Services;  Amazon

Princípios da engenharia de prompts (Português) | Foundations of Prompt Engineering (Portuguese)

Domine os fundamentos da engenharia de prompts para criar interações eficazes com modelos de linguagem, desde técnicas básicas até avançadas, incluindo mitigação de vieses e práticas de segurança.

• AWS Skill Builder
• 4 hours
• On-Demand
• Free Certificate

Devoxx

Grooving with Change: How Engineering Teams Sync to Business Shifts

Discover effective strategies for aligning engineering teams with evolving business needs, focusing on the transition from delivery-focused to product-centric approaches in tech organizations.

• YouTube
• 17 minutes
• On-Demand
• Free Video

The ASF

The Practice of Apache Kyuubi, Celeborn, and DolphinScheduler in Cloud Native Data Engineering

Discover how Cisco implements Apache Kyuubi, Celeborn, and DolphinScheduler for efficient cloud-native data processing and workflow management in enterprise environments.

• YouTube
• 32 minutes
• On-Demand
• Free Video

OSACon

Where the Modern Data Stack Has Failed and Why Engineering-centric Tools Will Reshape the Data World

Explore how engineering-focused tools like DuckDb, SDF, and Dagster are reshaping data engineering, addressing limitations of the modern data stack, and enabling more scalable, programmable solutions.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Code Sync

Trace Specifications and Chaos Engineering: Advanced Testing with Snabbkaffe - Code BEAM Europe 2022

Explore advanced testing techniques for distributed Erlang applications using trace specifications and chaos engineering. Learn to verify complex scenarios and improve fault tolerance in production systems.

• YouTube
• 40 minutes
• On-Demand
• Free Video

ACM SIGPLAN

A Type System for Feature Engineering in Machine Learning

Explore a dependent type system for feature engineering, enhancing machine learning model inputs through advanced data operations and compiler techniques.

• YouTube
• 22 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Exploring Task Equivalence for Software Engineering Practice Adaptation and Replacement

Explore task equivalence in software engineering practice adaptation, focusing on maintaining functionality while tailoring to local contexts. Learn to identify compatible aspects for effective modifications.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Kyoto-U OCW - Unofficial

Agricultural Process Engineering Seminar II

Explore advanced concepts in agricultural process engineering through a specialized graduate-level seminar focusing on modern techniques and methodologies in agricultural processing.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Kyoto-U OCW - Unofficial

Seminar II on Agricultural Process Engineering

Explore agricultural process engineering fundamentals through a graduate-level seminar focused on advanced techniques and methodologies in modern farming systems.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Kyoto-U OCW - Unofficial

Seminar II on Agricultural Process Engineering

Explore advanced agricultural process engineering concepts through a graduate-level seminar focused on innovative techniques and methodologies in modern farming systems.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Kyoto-U OCW - Unofficial

Seminar II on Agricultural Process Engineering

Explore advanced concepts in agricultural process engineering through a specialized graduate-level seminar focusing on modern techniques and methodologies in agricultural production.

• YouTube
• 25 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Evaluation Engineering: Iterative Strategies to Testing Prompts

Explore iterative strategies for testing prompts, including backtesting and regression testing, to enhance evaluation engineering in prompt development.

• YouTube
• 29 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Engineering an LLM Application: Chat with MLOps World

Develop a chatbot using MLOps World content, exploring techniques to transform it from concept to production-ready application.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Essential Workshop to Exploratory Data Analysis and Feature Engineering

Explore and preprocess data, analyze correlations and distributions, engineer features, and train ML models using a Google Play Store dataset. Improve model accuracy and efficiency.

• YouTube
• 3 hours 10 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

Feature Engineering Made Simple

Master feature engineering techniques to streamline your machine learning workflow. Explore systematic approaches using Anovos, an open-source library for efficient data processing and model building.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video