Data Preparation Courses and Certifications

Prodramp

Prepare Your Data for Machine Learning Like a Rockstar Data Engineer With DataRobot AI Platform

Learn to prepare data for machine learning using DataRobot AI Platform. Covers AI catalog creation, EDA, feature engineering, outlier detection, data joining, and more. Ideal for data engineers and analysts.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Snorkel AI

The Art of Data Development for LLMs

Explore data development for LLMs, focusing on customization for enterprise applications and injecting unique organizational data to tailor models for specific use cases.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Databricks

Reinventing Data Prep in the Age of AI - Build an Agent-Driven Pipeline in 7 Minutes

Discover how AI agents revolutionize data preparation by building production-ready pipelines through natural language commands in just 7 minutes, no coding required.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Data Science Methodology

21085 ratings at Coursera

Learn data science methodology to tackle real-world problems. Explore business understanding, data preparation, modeling, evaluation, and deployment. Apply skills through hands-on labs using Python in Jupyter Notebooks.

• Coursera
• 8 hours 50 minutes
• Self-Paced
• Paid Course

Career Certificate

Journey into Data Science with Python

1495 ratings at CodeSignal

Master Python-based data science essentials, from NumPy and Pandas to machine learning, through hands-on projects with real datasets like Titanic and airline data. Build practical skills in visualization, preprocessing, and predictive modeling.

• CodeSignal
• 28 hours
• Self-Paced
• Free Certificate
• 7 courses

Data Analyst Career Guide and Interview Preparation

799 ratings at Coursera

Comprehensive guide for aspiring data analysts, covering job search strategies, resume building, portfolio creation, interview preparation, and career development insights from industry experts.

• Coursera
• 13 hours 21 minutes
• Self-Paced
• Paid Course

The Data Science Course: Complete Data Science Bootcamp 2026

160402 ratings at Udemy

Complete Data Science Training: Math, Statistics, Python, Advanced Statistics in Python, Machine and Deep Learning

• Udemy
• 1 day 8 hours 9 minutes
• Self-Paced
• Paid Course

Introdução à Organização de Dados para Análise Multivariada

2022 ratings at FGV Educação Executiva

Aprenda técnicas essenciais de organização e preparação de dados para análise multivariada, incluindo exame tabular, tratamento de dados perdidos, observações atípicas e transformações.

• FGV Educação Executiva
• 5 hours
• Self-Paced
• Free Certificate

Tableau A-Z: Hands-On Tableau Training for Data Science

106666 ratings at Udemy

Learn Tableau for data science step by step. Real-life data analytics exercises & quizzes included. Learn by doing!

• Udemy
• 8 hours 35 minutes
• Self-Paced
• Paid Course

Supervised Learning with scikit-learn

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!

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

Power BI Fundamentals

Gain the essential skills you need to use Power BI. Create your own visualizations and dashboards from scratch. No prior experience required.

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

Excel Fundamentals

Gain the essential skills you need to use Excel, from preparing data to writing formulas and creating visualizations. No prior experience is required.

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

Preprocessing for Machine Learning in Python

Learn how to clean and prepare your data for machine learning!

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

Machine Learning with caret in R

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

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

Credit Risk Modeling in R

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

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