Data Processing Courses and Certifications

MathWorks

Data Processing and Feature Engineering with MATLAB

57 ratings

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
• Self-Paced
• Paid Course

Credential

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Credential

Python for Everybody

426 ratings

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/week
• Self-Paced
• Paid Course
• 5 courses

Getting and Cleaning Data

58 ratings

Learn to obtain, clean, and organize data from various sources, including web APIs and databases. Develop skills in data tidying, processing, and sharing for efficient analysis.

• Coursera
• 20 hours
• Self-Paced
• Paid Course

MathWorks Credential

Practical Data Science with MATLAB

31 ratings

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/week
• Self-Paced
• Paid Course
• 4 courses

Data Prep for Machine Learning in Python

4 ratings at Corporate Finance Institute

Learn all the essential skills to prep your data in Python, from data cleaning and imputation to EDA, feature selection, and feature engineering

• Corporate Finance Institute
• 3 hours 27 minutes
• Self-Paced
• Paid Course

Data Management Concepts

Master the key concepts of data management, from life cycle stages to security and governance.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Data Strategy

Master strategic data management for business excellence.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Video

Anyscale

Transforming Large-Scale Data Processing for AI and Science

1 rating

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video