Collaborative Data Science

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Related lectures (54)

Version Control with Git Log in to Mediaspace to watch this video

Introduces version control with Git, focusing on repository setup, committing changes, and collaboration.

Matlab Programming: Script and Function Log in to Mediaspace to watch this video

Explores Matlab programming with scripts and functions, vectorization, and 2D graphics.

Advanced Pandas Functions Log in to Mediaspace to watch this video

Focuses on advanced pandas functions for data manipulation, exploration, and visualization with Python, emphasizing the importance of understanding and preparing data.

Monitoring with Icinga2 Log in to Mediaspace to watch this video

Explores the monitoring of a new VM and the use of Icinga2 for critical alerts and incident management.

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.

Air Pollution Data Analysis Log in to Mediaspace to watch this video

Covers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.

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.

GitHub: Git and GitHub Demo on Windows Log in to Mediaspace to watch this video

Covers the basics of Git and GitHub, including creating a GitHub repository and managing remote repositories.

Distributed Version Control with Git Log in to Mediaspace to watch this video

Explores Git's distributed version control features, focusing on conflict resolution and collaboration management.

Git Version Control System Log in to Mediaspace to watch this video

Introduces Git, a version control system essential for software development.

LabVIEW Programming Essentials Log in to Mediaspace to watch this video

Explores LabVIEW essentials, troubleshooting common issues, managing cache, and data visualization techniques.

Infiltration using the Horton method Log in to Mediaspace to watch this video

Covers the principles and applications of infiltration using the Horton method.

Programming for Engineers Log in to Mediaspace to watch this video

Introduces a programming course for engineers, emphasizing the importance of mastering multiple languages for future projects.

Introduction to Matplotlib Log in to Mediaspace to watch this video

Covers the basics of Matplotlib for 2D graphic representation in Python, including plotting data and visualizing functions.

Data Analysis Techniques: Amplitude Shift Keying and Graphical Methods Log in to Mediaspace to watch this video

Covers amplitude shift keying and various data analysis techniques using Jupyter Notebooks.

Untitled Log in to Mediaspace to watch this video

NumPy Arrays and Graphical Representations: Introduction Log in to Mediaspace to watch this video

Covers NumPy arrays and their graphical representations using Matplotlib, focusing on array creation, manipulation, and visualization techniques.

Structures and Mechanisms: Opening a Box Log in to Mediaspace to watch this video

Explores the analysis of structures and mechanisms through a sample problem of opening a box with a string-held lid.

CS422 Project: Iterator Model (Volcano)Log in to Mediaspace to watch this video

Covers the CS422 project on the iterator model and relational operators.

Numerical Methods: Bisection and Multidimensional Arrays Log in to Mediaspace to watch this video

Discusses the bisection method for solving nonlinear equations and its implementation using Python with NumPy and Matplotlib.

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