Data Preparation Courses and Certifications

Enterprise Data Wrangling with SQL and Python

Master enterprise data wrangling using SQL and Python—covering extraction, profiling, cleansing, integration, and automation to solve real-world business data challenges.

• Coursera
• 7 hours 57 minutes
• Self-Paced
• Paid Course

Data Wrangling for Business

Master data wrangling techniques for business, including extraction, cleansing, transformation, and automation using SQL, Python, and Alteryx to turn raw data into actionable insights.

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

Corporate Finance Institute

Data Prep for Machine Learning in Python

Master data preparation techniques for machine learning in Python, from importing and cleaning to feature engineering and selection. Learn imputation, EDA, and transformations for optimal ML model performance.

• Coursera
• 5 hours 47 minutes
• Self-Paced
• Paid Course

Packt

Preprocessing Unstructured Data for LLMs and RAG Systems

Master preprocessing techniques for unstructured data to enhance LLM and RAG systems. Learn document handling, chunking strategies, and metadata extraction while building practical AI applications with modern frameworks.

• Coursera
• 5 hours 56 minutes
• Self-Paced
• Paid Course

Board Infinity

Master Performance Optimization and Utilities in Teradata

Enhance database performance and master Teradata utilities for efficient data management. Learn advanced optimization techniques, solution design, and future-proofing strategies for Teradata environments.

• Coursera
• 13 hours 4 minutes
• Self-Paced
• Paid Course

Data I/O and Preprocessing with Python and SQL

Master data collection and preprocessing techniques using Python and SQL, from web scraping to API integration and database management. Learn to handle, clean, and transform real-world messy data into analysis-ready formats.

• Coursera
• 1 day 8 hours 2 minutes
• Self-Paced
• Paid Course

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• Self-Paced
• Paid Course

Coursera

Parse & Normalize Data for ML Pipelines

Master data preprocessing for ML pipelines using Java, covering parsing, normalization, and building enterprise-grade workflows to eliminate the 80% of production failures caused by poor data quality.

• Coursera
• 4 hours 18 minutes
• Self-Paced
• Paid Course

Coursera

Automate Auditable SAS EG Analytics

Master SAS Enterprise Guide by building auditable analytics pipelines—filter, join, aggregate data, implement parameterized workflows, validate code, and ensure reproducibility for regulated environments.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

R Programming 101

Data Manipulation with R Programming - Tidyverse and Dplyr for Beginners

Master data wrangling with R and tidyverse packages through hands-on manipulation, filtering, cleaning, and transformation techniques for beginners.

• YouTube
• 5 hours 4 minutes
• Self-Paced
• Free Video

Machine Learning With Big Data

14 ratings

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 20 hours 6 minutes
• Self-Paced
• Paid Course

Data Manipulation with pandas

14939 ratings at DataCamp

Discover Data Manipulation with pandas With this course, you’ll learn why pandas is the world's most popular Python library, used for everything from data manipulation to data analysis.

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

Master Excel data manipulation: import, clean, validate, and protect datasets for efficient analysis and distribution.

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

Data Preparation and Management

24 ratings at Coursera

Master data preparation essentials using Power BI to connect, transform, and optimize diverse data sources. Learn ETL processes, storage configuration, and cleaning techniques for creating reliable, analysis-ready datasets.

• Coursera
• 17 hours 22 minutes
• Self-Paced
• Paid Course

Data Preparation and Evaluation with Copilot

18 ratings at Coursera

Leverage Copilot's AI for efficient data preparation, quality evaluation, and synthetic data generation. Streamline workflows and gain actionable insights to become a more effective data professional.

• Coursera
• 7 hours 37 minutes
• Self-Paced
• Paid Course