Data Analysis Courses and Certifications

Data Science Conference

Data Analysis in the Age of Data Democratization

1 review

Discover how to bridge the gap between non-technical users and data analysis, making data insights accessible to all while addressing challenges in data democratization within organizations.

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

North Carolina School of Science and Mathematics

Nonlinear Data Analysis for Teachers - Professional Development

Explore nonlinear data analysis techniques for real-world applications, including residual assessment, inverse function linearization, and implementation of CCSS Mathematical Practices with web resources.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Data Science Dojo

Trend Analysis Using Unstructured Data from WallStreetBets

Explore trend analysis using WallStreetBets data from Reddit. Learn data acquisition, parsing, and unsupervised methods for topic modeling, timelines, and prediction in this insightful webinar.

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

A Data Analysis Approach for Contribution-Centric Open Source Strategy Planning

Explore a data analysis method using OSCI for planning open source contribution strategies, with insights from Sony's application and practical implications for OPSOs.

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

BasisTech

The Beautiful Mind of a Timeline - Data Exploration and Analysis in Digital Forensics

Explore data science techniques for anomaly detection and noise reduction in digital forensics using Timesketch, with insights from Google security experts.

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

Fields Institute

Data Analysis Career at the Canadian Federal Government

Explore a data analyst's journey in the Canadian Federal Government, focusing on public health applications and insights from the Canada Revenue Agency.

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

Inside Livermore Lab

Higher-Order Multi-Variate Statistics for Scientific Data Analysis

Explore advanced multi-variate statistical techniques for scientific data analysis, focusing on higher-order methods like coskewness and cokurtosis for rare event detection and dimensionality reduction in complex systems.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Alan Turing Institute

The Dynamic Mode Decomposition - A Data-Driven Algorithm for Complex Systems Analysis

Explore the Dynamic Mode Decomposition algorithm for analyzing complex systems, including its theory, applications, and implementation using PyDMD package in Python.

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

GOTO Conferences

Data Analysis with Vector Functional Programming - A Tour of the Q Programming Language

Explore vector functional programming for data analysis using Q language. Learn key concepts, syntax, and practical applications for efficient data manipulation and analysis.

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

Society for Industrial and Applied Mathematics

Optimization for Data Analysis

Explore optimization techniques for data analysis and machine learning, covering kernel learning, regression, graph analysis, neural networks, and matrix analysis. Learn about regularization and gradient methods.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Transparent, Reproducible, and Adaptable Data Analysis with Snakemake

Explore Snakemake for sustainable data analysis, enabling transparency, reproducibility, and adaptability in scientific workflows and computational research.

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

Institute for Pure & Applied Mathematics (IPAM)

High-Throughput Spectroscopy and Material Discovery by Beyond-DFT Work and Data-Analysis

Explore high-throughput spectroscopy and materials discovery using advanced computational methods, workflows, and data analysis frameworks for accelerated insights in materials science.

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

Bill Buchanan OBE

Data Analysis with Pandas

Learn essential Pandas techniques for data analysis, including data manipulation, correlation analysis, and visualization, to enhance your Python data science skills.

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

International Centre for Theoretical Sciences

Interactive Session on Data Analysis - Lecture 1

Explore data analysis techniques through an interactive session, focusing on practical applications and hands-on learning to enhance analytical skills and problem-solving abilities.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Interactive Session on Data Analysis - Lecture 2

Hands-on data analysis session exploring techniques and tools for probing hadron structure at the Electron-Ion Collider, emphasizing practical skills and real-world applications.

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