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

31 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

Data Science Dojo

Data Preparation Toolkit for LLM Application Developers

Explore the critical role of data preparation in developing high-performing Large Language Models (LLMs) in this one-hour webinar from Data Science Dojo. Delve into the importance of quality and quantity in text and code corpora for training LLMs. Learn…

• YouTube
• 1 hour
• 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

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

Preparing Data with Generative AI

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

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

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

Introdução à Organização de Dados para Análise Multivariada

1309 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

Microcredential

Business Intelligence Analytics

Explore enterprise data modeling, combining diverse sources for accurate insights. Learn strategies for data integrity and master predictive analytics tools in Power BI for informed decision-making.

• Udacity
• 2 months 1 week 4 days 18 hours 48 minutes
• On-Demand
• Paid Course

Building a Custom OpenAI Chatbot

Learn to build a custom Q&A bot using OpenAI's language processing capabilities, from data preparation to creating a functional chatbot that provides accurate and insightful answers.

• Udacity
• 1 week, 5-6 hours a week
• On-Demand
• Paid Course