Data Processing Courses and Certifications

Foundations of NLP Data Processing

Master text cleaning, vectorization techniques (TF-IDF, embeddings), modern tokenization, and scalable data pipelines for NLP and LLMs through hands-on practice.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

MathWorks

MATLAB for Data Processing and Visualization

Create custom visualizations and automate your data analysis tasks.

• MATLAB Academy
• 8 hours
• On-Demand
• Paid Course

Serverless Data Processing with Dataflow - Advanced Streaming Analytics Pipeline with Cloud Dataflow (Java)

In this lab you read deal with late and malformed streaming data using advanced Apache Beam concepts.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Microcredential

Working with Data: Collecting, Processing, and Storing Data for AI

Master end-to-end data management for AI: from strategic planning and collection to secure storage and advanced processing architectures for production systems.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Using Tabular for Efficient Data Processing: Wolfram U Class

Discover how to efficiently process tabular data in Wolfram Language, from importing and cleaning to visualization and machine learning model creation with various data types.

• Wolfram U
• 1 hour
• On-Demand
• Free Online Course

C# Streams and Data Processing Course (How To)

254-minute C# course: Learn how to read, write, and process data using streams in C#, and get the basics of file system operations. We'll also lea...

• Treehouse
• 4 hours 14 minutes
• On-Demand
• Free Trial Available

CMU Database Group

Meta Velox - Advanced Database Systems - Lecture 23

Explore Meta's Velox query execution engine, its architecture, and its role in modern data processing systems. Learn about its features and performance optimizations.

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

DEFCONConference

Tracking 300K+ Drives - Backblaze Drive Stats and Data Center Reliability Analysis

Discover how Backblaze tracks 300K+ drives using open datasets, backend upgrades with Snowflake/Trino/Iceberg, AFR trends analysis, and SSD reliability insights for data center optimization.

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

Data Council

The Future Roadmap for the Composable Data Stack

Explore advancements in data processing with Wes McKinney. Learn about Parquet, Arrow, and interface libraries like Ibis and tidyverse. Gain insights into current project states and future innovations.

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

Data Science: Transformers for Natural Language Processing

3025 ratings at Udemy

ChatGPT, GPT-4, BERT, Deep Learning, Machine Learning & NLP with Hugging Face, Attention in Python, Tensorflow, PyTorch

• Udemy
• 19 hours 6 minutes
• On-Demand
• Paid Course

Building a Business-Critical Data Platform to Process Over £34 Billion in Card Transactions

Explore the development of a PCI DSS compliant data platform on Kubernetes, addressing challenges in the UK payments infrastructure and discussing key considerations for fintech scalability.

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

Table Formats Change Everything By Not Changing Anything

Explore how table formats revolutionize data processing without altering existing systems. Learn about their impact on efficiency, interoperability, and scalability in modern data architectures.

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

Data Science Festival

How to Create a Product Catalogue Using AI - UNiDAYS Case Study

Explore AI-driven product catalogue creation at UNiDAYS, covering NLP/NER techniques, challenges faced, and decision-making processes for AI implementation in data processing.

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

SNIAVideo

Envisioning a Computational Storage Architecture with SDXI Data Mover - Early Efforts

Explore the integration of SDXI data mover technology with Computational Storage architectures, focusing on efficient data movement and host offloading strategies for enhanced storage performance.

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

SNIAVideo

RETINA: Exploring Computational Storage with SmartSSD for Key-Value Storage and Deep Learning

Discover how Computational Storage and Samsung SmartSSD accelerate key-value storage engines and deep learning workloads through RETINA's cross-layered approach to near-data processing and performance optimization.

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