Data Protection Courses

Teacher's Tech

Creating Interactive Excel Dashboards - From Raw Data to Dynamic Visualization

Master the art of transforming raw data into dynamic, interactive Excel dashboards using PivotTables, charts, and slicers. Create professional visualizations that make data analysis intuitive and impactful.

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

Broad Institute

Sequencing and Analysis of Long-Read Whole Genome Data - Part 2 (2024)

Dive into advanced techniques for long-read whole genome sequencing analysis, covering data processing methods and analytical approaches for medical and population genetics research.

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

media.ccc.de

Counter-Surveillance Strategies for Women's Shelters - Digital Safety and Privacy Protection

Discover essential counter-surveillance strategies for women's shelters, exploring how digital tools are exploited for stalking and control, while learning practical security measures to protect vulnerable individuals.

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

UofU Data Science

Data Mining: Understanding Metric Distances - Lecture 7

Explore fundamental concepts of metric distances in data mining, including distance measurements, similarity metrics, and their applications in clustering and classification algorithms.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Analyze Big Data with Hadoop (繁體中文)

Dive into big data analysis using Hadoop clusters, HiveQL scripting, and Amazon EMR to process and analyze log data stored in S3 buckets efficiently and effectively.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Analyze Big Data with Hadoop (日本語)

Discover how to deploy and manage Hadoop clusters on Amazon EMR, analyze log data using HiveQL, and process data efficiently with hands-on practice in big data analytics.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

LeadDev

Practical Steps to Establish and Scale Your Data and ML Team - From Startup to Scale-up

Discover practical strategies for building and scaling data teams in growing companies, focusing on real-world analytics, ML applications, and effective team structures for sustainable growth.

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

LeadDev

Data Science Demystified - Understanding the Data Science Pipeline and Tools

Discover the complete data science pipeline, from data collection to storytelling, using Python tools and frameworks for building models and extracting meaningful insights.

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

GE HealthCare

Change Management Using Data Analytics in Healthcare: Enhancing Patient Outcomes and Operational Efficiency

Discover how data analytics drives healthcare transformation, improving patient care and operational efficiency while implementing effective change management strategies.

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

Google TechTalks

Dataset Inference Methods for Large Language Models - Detecting Training Data Usage

Explore techniques for detecting if large language models were trained on specific datasets, focusing on copyright implications and statistical testing methods for dataset inference.

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

UofU Data Science

Data Mining: Distances and Similarities - Lecture 4

Explore distance metrics and similarity measures, focusing on Jaccard distance, k-grams implementation, and their practical applications in measuring text similarities.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining: Anomaly Detection and Statistical Testing - Lecture 3

Dive into advanced anomaly detection techniques, exploring log-likelihood ratios, change point scanning, and permutation testing methodologies for effective data analysis.

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

Great Learning

The Art of Data Visualization - Power BI and Tableau Fundamentals

Master data visualization techniques with Power BI and Tableau, from basic dashboard design to advanced DAX analysis. Transform raw data into compelling visual stories and enhance your business intelligence capabilities.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

AWS Events

Adaptive and Resilient - Building a Data Strategy to Navigate Uncertainty

Discover how to build a secure, data-driven foundation that leverages transformative technologies to maintain competitive advantage and ensure business resilience in uncertain times.

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

Amazon Web Services;  Amazon

Exam Prep Standard Course: AWS Certified Data Engineer - Associate (DEA-C01) (日本語)

Master AWS データエンジニアリング試験対策に必要な知識を網羅的に学び、データパイプラインの実装からセキュリティ、ガバナンスまでの実践的スキルを習得。

• AWS Skill Builder
• 6 hours
• Self-Paced
• Free Certificate