Data Collection Courses and Certifications

AI for Data Analytics (Self-Paced)

Discover how to leverage AI tools for streamlined data analysis, from collection to visualization, with minimal coding required in this comprehensive self-paced program.

• Noble Desktop
• On-Demand
• $695.00

Alan Turing Institute

Social Network Analysis - Considerations for Data Collection and Analysis

Explore social network analysis techniques, data collection methods, and analytical approaches. Learn about key concepts like weak ties, homophily, and community detection to enhance your understanding of network structures.

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

ADC - Audio Developer Conference

Creating Your Own Singing Voice Synthesizer: Overcoming Data Collection Challenges

Explore techniques for creating personalized singing voice synthesizers, from manual labeling to automated data collection, overcoming challenges in dataset creation for various languages.

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

Linode

Building a Scalable Web Scraping API for Large-Scale Data Collection Using FastAPI and Python

Master building a scalable web scraping API for large-scale data collection using FastAPI and Python. Learn deployment steps, multi-core optimization, and practical implementation on Linode's cloud platform.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Tech Field Day

Exploring Cribl Stream and Cribl Edge - Data Collection and Observability Pipeline Demo

Discover how to manage observability pipelines with Cribl Stream and Edge, enabling flexible data collection, reduction, enrichment, and routing across your infrastructure for optimized business operations.

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

Six Sigma: Green Belt

12500 ratings at LinkedIn Learning

Learn what you need to operate as a Six Sigma Green Belt. This course covers measurement system analysis, descriptive statistics, hypothesis testing, experiment design, and more.

• LinkedIn Learning
• 1 hour 53 minutes
• On-Demand
• Free Trial Available

Market Research and Consumer Behavior

4868 ratings at Coursera

Explore consumer decision-making and market research techniques to develop effective marketing strategies. Learn to analyze consumer behavior, conduct research, and interpret data for actionable insights.

• Coursera
• 6 hours 44 minutes
• On-Demand
• Paid Course

Cooper

Exploring Data Collection, Analysis and Security - Hack.lu 2023

Explore data collection, analysis, and security techniques with experts Ventuzelo and Laucournet in this insightful conference talk from Hack.lu 2023.

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

Collection and Detection with Flow Data - A Follow Up

Explore network security monitoring using flow data. Learn to collect, analyze, and visualize network traffic with tools like SILK and FlowBAT for effective threat detection and service identification.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

North Carolina School of Science and Mathematics

Probability Topics in Middle Grades - Simulation and Data Collection

Explore probability concepts through simulations and data collection, using various technologies to enhance understanding of middle-grade mathematics topics.

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

AGU

Eclipse 2017 - Scientific Data Collection and Initial Results

Scientists share initial results from diverse studies conducted during the 2017 North American eclipse, covering solar physics, Earth science, and space biology using ground-based telescopes, high-altitude balloons, aircraft, and satellites.

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

Building a Big Data Collection and Processing System

Explore building a system for collecting, storing, and processing massive amounts of data using Apache Mesos and Hadoop, with a focus on video surveillance applications.

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

DevConf

A Guide to Responsible Data Collection in Open Source

Explore best practices for ethical and effective usage data collection in open source projects, covering community, security, privacy, compliance, and governance aspects.

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

DevConf

Preserving Anonymity in Data Collection - The Story of Differential Privacy

Explore differential privacy techniques for collecting user data while preserving anonymity. Learn key concepts, historical development, and potential applications in software telemetry.

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

MLOps.community

RLHF Data Collection in Practice - Part 2

Explore practical strategies for high-quality RLHF data collection, highlighting risks and effective techniques used in full-stack products to power ML teams.

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