Lectures related to Backup Strategy with ENACrestic

Gitlab Agent for Kubernetes (`agentk`)

Covers the setup of a Gitlab agent for Kubernetes, focusing on installation, version control, and troubleshooting.

Big Data Ecosystems: Technologies and Challenges

Covers the fundamentals of big data ecosystems, focusing on technologies, challenges, and practical exercises with Hadoop's HDFS.

General Introduction to Big Data

Covers data science tools, Hadoop, Spark, data lake ecosystems, CAP theorem, batch vs. stream processing, HDFS, Hive, Parquet, ORC, and MapReduce architecture.

Data Wrangling with Hadoop

Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.

Data Wrangling with Hive: Managing Big Data Efficiently

Covers data wrangling techniques using Apache Hive for efficient big data management.

Introduction to R Programming for Genetics & Genomics

Introduces a course on Genetics & Genomics, focusing on R programming with interactive exercises.

Collaborative Data Science: Tools and Techniques

Introduces collaborative data science tools like Git and Docker, emphasizing teamwork and practical exercises for effective learning.

Data: Clouds and Things

Covers the fundamentals of data, cloud storage, and the Internet of Things.

Collaborative Data Science: Tools and Git Workflow

Explores tools like Git and Docker for collaborative data science projects.

R Programming: Conditions, Loops, Functions & Graphics

Covers conditions, loops, functions, and graphics in R programming with practical examples.

Logistic Regression: Vegetation Prediction

Explores logistic regression for predicting vegetation proportions in the Amazon region through remote sensing data analysis.

Big Data Best Practices and Guidelines

Covers best practices and guidelines for big data, including data lakes, architecture, challenges, and technologies like Hadoop and Hive.

Data Wrangling with Hadoop: Storage Formats and Hive

Explores data wrangling with Hadoop, emphasizing storage formats and Hive for big data processing.

OpenShift Survival Guide

Provides a survival guide for OpenShift, covering node setup, service management, configuration handling, and issue troubleshooting.

Data Science Essentials

Covers the essentials of data science, including data handling, visualization, and analysis, emphasizing practical skills and active engagement.

In Silico Neuroscience: Data Reproducibility and Reusability

Emphasizes data reproducibility and reusability in in silico neuroscience, focusing on neuroinformatics tools and methods.

SSL Certificate Deployment for ENAC Web Hosting Log in to Mediaspace to watch this video

Focuses on SSL certificate deployment for ENAC Web Hosting, covering certificate generation, debugging, and Ansible playbook management.

Legacy Web Hosting Services Tour Log in to Mediaspace to watch this video

Covers a tour of legacy web hosting services and discussions on future services storage.

Hosting on XaaS and Continuous Deployment Log in to Mediaspace to watch this video

Explores hosting on XaaS infrastructure and continuous deployment best practices at EPFL, emphasizing security, documentation, and collaboration.

Introduction to Renku Log in to Mediaspace to watch this video

Introduces Renku, a platform for collaborative data science, emphasizing reproducibility, shareability, reusability, and security.