Data Processing Courses and Certifications

Microcredential

Python for Everybody

419 reviews

Learn Python programming from basics to advanced concepts, including data structures, web APIs, and databases. Create your own data applications in the final project.

• Coursera
• 35 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Python: aprender a programar

154 reviews

Aprende a programar con Python desde cero. Comienza conociendo variables, bucles y funciones y llega a manejar ficheros de texto.

• edX
• 8 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Parsing Table Data

Master essential techniques for parsing and writing tabular data in TXT and CSV formats, developing practical skills for handling structured scientific datasets effectively.

• CodeSignal
• On-Demand
• Free Certificate

Large Data Handling Techniques

Master efficient techniques for handling large datasets, from compressed file management to batch processing of NumPy arrays and CSV files, enabling you to work effectively with data at scale.

• CodeSignal
• On-Demand
• Free Certificate

Data and processes in computing

34 ratings at OpenLearn

This free course, Data and processes in computing, will help you to understand the forms of data that are handled by software and look at the various processes that can be applied to the data. ...

• OpenLearn
• 14 hours
• On-Demand
• Free Certificate

Data Processing and Optimization with Generative AI

16 ratings at Coursera

Unlock advanced data processing techniques using AI-assisted tools. Generate synthetic data, optimize datasets, and address ethical considerations in data handling for improved analysis efficiency.

• Coursera
• 16 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Prodramp

Data Processing Fundamentals - Extended Filtering with Multiple Datasets

Learn advanced data filtering techniques in Python, including category-based filtering, handling multiple datasets, and optimizing code with inline methods for efficient data processing.

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

Prodramp

Data Processing Fundamentals - Data Access and Filtering

Learn Python data processing techniques including data loading, reading, and value-based filtering. Gain practical skills in handling and manipulating datasets efficiently.

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

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

PyCon US

Speed is Not All You Need for Data Processing

Exploring data processing frameworks beyond Pandas, challenging assumptions about speed, and emphasizing practical considerations for choosing tools that best serve data practitioners.

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

Databricks

Variant Data Type - Making Semi-Structured Data Fast and Simple

Introducing Variant data type for efficient semi-structured data processing in lakehouse architecture, offering schema flexibility and improved performance over string parsing.

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

PyCon US

Speed is Not All You Need for Data Processing

Exploring data processing frameworks beyond Pandas, challenging assumptions about speed, and emphasizing practical considerations for choosing tools that best serve data practitioners.

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

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

Anyscale

Transforming Large-Scale Data Processing for AI and Science

Discover how IBM leverages Ray for massive-scale data processing, focusing on the Data Prep Kit's capabilities in AI training and scientific research applications.

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