Data Processing Courses and Certifications

MathWorks

Data Processing and Feature Engineering with MATLAB

57 reviews

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

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

Microcredential

Data Processing for LLMs

Master text cleaning, tokenization, vectorization, and chunking techniques to build high-quality data pipelines for large language models and NLP applications.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate
• 4 courses

Data Processing and Optimization with Generative AI

29 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
• Paid Course

Microcredential

Python for Everybody

425 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
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Introduction to Fundamental Skills for Data Work: Data Processing

Master data processing fundamentals through ETL/ELT, Python programming, Apache Spark, and quality management to transform raw data into analytics-ready insights.

• LinkedIn Learning
• On-Demand
• Free Trial Available

MathWorks Microcredential

Practical Data Science with MATLAB

31 reviews

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 8 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

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

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

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

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

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

EuroPython Conference

Accelerating Privacy-Enhancing Data Processing

Discover how to build data architectures for sensitive healthcare data, enabling cross-functional teams to generate research-grade insights while maintaining privacy in regulated environments.

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

BIMSA

Data Processing with DPUs

Explore data processing with DPUs (Data Processing Units) in this technical presentation covering specialized hardware acceleration for computational workloads.

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

Capstone: Retrieving, Processing, and Visualizing Data with Python

6 reviews

Develop applications to retrieve, process, and visualize data using Python, culminating in a personalized project to analyze and present data of your choice.

• Coursera
• 9 hours 17 minutes
• On-Demand
• Paid Course

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
• 1 hour
• On-Demand
• Free Certificate