Data Preparation Courses and Certifications

Data Preparation in Alteryx

Master data preparation, cleaning, and analysis in Alteryx Designer, whether you are a new or seasoned analyst.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Data Preparation in Excel

32 ratings at DataCamp

Understand how to prepare Excel data through logical functions, nested formulas, lookup functions, and PivotTables.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Online Course (Audit)

Preparing Data with Generative AI

11 ratings at Pluralsight

Learn to automate and enhance data preparation using AI tools like ChatGPT and Claude, improving efficiency and reliability in handling missing values, duplicates, and outliers.

• Pluralsight
• 10 minutes
• On-Demand
• Free Trial Available

Open Data Science

Prepping Data for Analysis in R

Comprehensive workshop on data preparation for analysis in R, covering common issues, automated solutions, and practical demonstrations using open-source tools and packages.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Data Science Dojo

Data Preparation Toolkit for LLM Application Developers

Explore essential data preparation techniques for LLM development. Learn to clean, filter, and transform datasets for pre-training or fine-tuning, accelerating your AI projects with collaborative tools.

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

Data Prep Kit: A Comprehensive Cloud-Native Toolkit for Scalable Data Preparation in GenAI Applications

Discover how to prepare and transform text and code datasets for LLM training using Data Prep Kit, an open-source toolkit that enables scalable data preparation for GenAI applications.

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

Trelis Research

Data Preparation Tips and Tricks for Machine Learning

Master data preparation techniques for AI models, including filtering, balancing, and synthetic dataset creation. Explore clustering methods, chat templates, and handling mixed-language data for improved model performance.

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

Prepare for Copilot for Microsoft 365: Part 1 – Design and prerequisites

Explore Microsoft 365 Copilot's design, prerequisites, and implementation. Learn about Semantic Index, Graph connectors, data preparation, licensing, and security features for effective Copilot integration.

• Microsoft Learn
• 57 minutes
• On-Demand
• Free Online Course

Introdução à Organização de Dados para Análise Multivariada

1360 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
• On-Demand
• Free Certificate

Técnicas Cuantitativas y Cualitativas para la Investigación

42 reviews

El curso pretende acercar al alumno al método científico y, en concreto, cómo éste se aplica al estudio y análisis de los métodos de casos.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Modelos predictivos con Machine Learning

25 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning With Big Data

14 reviews

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
• On-Demand
• Free Online Course (Audit)

The Segmentation & Clustering course provides students with the knowledge to build and apply clustering models to develop sophisticated segmentation in business contexts.

• Udacity
• 3 weeks
• On-Demand
• Free Online Course