Data Preparation Courses and Certifications

Career Certificate

Data Analytics and Deep Learning

41 ratings at Coursera

Master data preprocessing, big data technologies, and deep learning models with hands-on experience in neural networks and predictive analytics using industry-relevant tools.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

CertNexus

Extract, Transform, and Load Data

39 ratings at Coursera

Learn to collect, prepare, and load data from multiple sources for analysis and modeling in this hands-on ETL course for data professionals.

• Coursera
• 15 hours 16 minutes
• Self-Paced
• Paid Course

Alteryx 2026: The complete Alteryx course for all levels

1197 ratings at Udemy

Acquire ETL skills in Alteryx with this Latest and Enhanced Alteryx Course (includes quizzes & real time-assignments)

• Udemy
• 1 hour 14 minutes
• Self-Paced
• Paid Course

LLMOps

38 ratings at Coursera

Develop an LLMOps pipeline: preprocess data, configure tuning, deploy custom LLMs, and monitor safety for tailored applications like Python coding chatbots using BigQuery, Kubeflow, and Google Cloud.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

AWS Glue Getting Started

33 ratings at Coursera

Discover, prepare, and combine data for analytics, ML, and app development using AWS Glue. Learn key concepts, benefits, and hands-on usage through AWS Management Console demonstrations.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Data Processing and Optimization with Generative AI

32 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

Whizlabs Career Certificate

Exam Prep PL-300: Microsoft Power BI Data Analyst Associate

32 ratings at Coursera

Master Power BI data analysis, modeling, visualization, and security to earn Microsoft PL-300 certification and drive business intelligence solutions.

• Coursera
• 16 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 4 courses

Corporate Finance Institute Career Certificate

Practical Data Science for Data Analysts

31 ratings at Coursera

Master Python programming and machine learning techniques for financial data analysis, from data preparation to predictive modeling using regression and classification methods.

• Coursera
• 12 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 5 courses

Whizlabs

NVIDIA: Fundamentals of Machine Learning

30 ratings at Coursera

Master machine learning fundamentals, from data preprocessing to advanced GPU-accelerated techniques using NVIDIA RAPIDS. Covers supervised and unsupervised learning, model evaluation, and practical implementations.

• Coursera
• 6 hours 1 minute
• Self-Paced
• Paid Course

Coursera

PowerBI for Beginners: Data transformation

30 ratings at Coursera

Master data transformation techniques in PowerBI through hands-on practice with flight data, focusing on cleaning, merging datasets, and handling inconsistencies for effective predictive modeling and analysis.

• Coursera
• 1 hour 46 minutes
• Self-Paced
• Paid Course

Packt

Alteryx for Beginners

30 ratings at Coursera

Learn to efficiently clean and analyze data using Alteryx. Master data import/export, preparation tools, joins, parsing, transformation, reporting, and spatial analytics. Gain practical skills through real-world case studies.

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

Coursera

Data Analysis in Python: Using Pandas DataFrames

30 ratings at Coursera

Learn to import, prepare, and analyze IMDb movie data using Pandas DataFrames. Practice filtering, cleaning, aggregating, and visualizing data to gain insights from a real-world dataset.

• Coursera
• 2 hours 1 minute
• Self-Paced
• Paid Course

Corporate Finance Institute

Tableau Fundamentals

26 ratings at Coursera

Learn to create interactive, insightful Tableau dashboards. Master data prep, calculations, and visualization techniques to deliver powerful data-driven stories and impress with professional-looking results.

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

Coursera

Interpretable Machine Learning Applications: Part 4

25 ratings at Coursera

Explore interpretable machine learning using Google's What-If Tool. Learn to analyze and visualize prediction model behavior for white wine quality classification using Decision Trees and Random Forests.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

GenAI for Data Analysts

25 ratings at Coursera

Explore GenAI's impact on data analysis, learning practical strategies to integrate AI tools into preprocessing, pattern recognition, predictive analytics, and report generation for enhanced productivity.

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