Data Processing Courses and Certifications

Prodramp

Data Processing Fundamentals - Smarter Python Code With Classes

Learn to write smarter Python code using classes for efficient data processing, including DatasetSelector and DatasetManager implementation with Scikit-learn integration.

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

Prodramp

Data Processing Fundamentals - Writing Smarter Python Code With Classes

Learn to write smarter Python code using classes for efficient data processing, including creating custom classes, adding methods, and integrating Scikit-learn for dataset management.

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

Red Hat

Processing Data at the Edge of the Internet with SAP and Red Hat

Explore edge computing for IoT data processing, addressing challenges like bandwidth and security. Learn how SAP and Red Hat's solutions enable real-time monitoring and control of remote devices.

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

GOTO Conferences

Processing Data From The James Webb Space Telescope

Explore open-source data from the James Webb Space Telescope, learn about terrestrial telescopes, narrowband filters, and how Java is used in processing deep-sky images captured from London's night sky.

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

AGU

Using Historical Information to Improve Seismic Data Processing Methods I

Explore innovative seismic data processing techniques, including Bayesian methods, machine learning, and waveform cross-correlation, to enhance earthquake monitoring and location accuracy.

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

Enforcing Data Quality in Data Processing and ML Pipelines with Flyte and Pandera

Learn to enforce data quality in processing and ML pipelines using Flyte and Pandera, enhancing reliability and efficiency in data-driven projects.

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

Flyte - Cloud Native Machine Learning and Data Processing Platform

Explore Flyte, a cloud-native platform for machine learning and data processing, presented by Lyft engineers. Learn its features, benefits, and applications in modern data workflows.

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

WeAreDevelopers

Processing Big Data from Space

Explore high-performance computing challenges in processing vast satellite data for Earth observation, climate research, and atmospheric studies. Learn about innovative solutions and applications.

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

Managing Artifacts at Scale for CI and Data Processing

Learn best practices for managing data artifacts in Argo Workflows, including configuring artifact repos, implementing garbage collection, and optimizing for CI and data processing use cases.

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

Accelerating Data Processing and Consumption for Building Modern Apps at the Edge

Explore edge computing for smart devices, focusing on real-time decision-making and AI/ML applications. Learn about emerging patterns in retail and manufacturing, and design considerations for edge deployments.

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

EuroPython Conference

Speed Up Your Data Processing

Explore parallel and asynchronous programming techniques to optimize data processing pipelines, enhancing efficiency in data science workflows and overcoming common bottlenecks.

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

EuroPython Conference

Things I Wish I Knew Before Starting Using Python for Data Processing

Discover essential Python techniques and software development principles for effective data processing, enhancing your skills beyond the scientific stack.

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

Code Sync

High Throughput Data Processing with GenStage

Explore Elixir's building blocks for efficient data ingestion, covering backpressure, partitioning, retries, and batching techniques for large-scale processing.

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

Code Sync

Network Observability at LinkedIn - Scaling Flow Data Processing with Erlang

Explore LinkedIn's Erlang-based network observability system for processing millions of data points per second, addressing scalability challenges in large-scale infrastructure.

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

EmacsConf and Emacs hangouts

Collaborative Data Processing and Documenting Using Org-Babel - EmacsConf 2023

Explore collaborative data processing and documentation using org-babel in Emacs. Learn techniques for cleaning, processing, and visualizing data while preserving workflows.

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