Data Cleaning Courses and Certifications

Snorkel AI

How to Create Data-Cleaning Auto-Pipelines With Python

Develop automated data cleaning pipelines using Scikit-Learn to streamline data processing, reduce time spent on preprocessing, and enhance reproducibility in your data science projects.

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

Data Cleaning and Processing for Data Scientists

Learn essential data cleaning and processing techniques for accurate analysis. Explore strategies to handle missing values, duplicates, and outliers. Discover transformation methods and leverage cloud services for efficient data preparation.

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

Transform and Clean your Data with Dataprep by Alteryx on Google Cloud

Learn to clean and prepare data using Dataprep by Alteryx on Google Cloud. Master data transformation, profiling, and integration with Cloud Storage and BigQuery for effective analysis and visualization.

• Google Cloud Skills Boost
• 5 hours
• On-Demand
• Paid Course

Trelis Research

Preparing Fineweb - A Finely Cleaned Common Crawl Dataset for Language Models

Explore Common Crawl data processing, comparing datasets like C4 and RefinedWeb. Learn about quality filters, deduplication strategies, and LLM-assisted filtering for creating high-quality datasets like Fineweb Edu.

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

Data Cleaning in Snowflake: Techniques to Clean Messy Data

Learn techniques to clean messy data in Snowflake, including identifying quality issues, using SQL functions, extracting dates, and correcting missing or duplicate information.

• Coursera
• 2 hours 41 minutes
• On-Demand
• Paid Course

Clean and analyze social media usage data with Python

30 ratings at Coursera

Extract, clean, and analyze tweets using Python to provide insights for social media brand promotion, enhancing client performance and delivering timely results.

• Coursera
• 2 hours 22 minutes
• On-Demand
• Paid Course

Data Cleaning in Excel: Techniques to Clean Messy Data

32 ratings at Coursera

Learn essential Excel techniques for cleaning messy data, including tidy data principles, built-in features, and text manipulation functions. Gain practical skills through a real-world student dataset.

• Coursera
• 1 hour 43 minutes
• On-Demand
• Paid Course

Microcredential

Procesamiento de Lenguaje Natural

Desarrolla aplicaciones de procesamiento de lenguaje natural desde nivel básico hasta intermedio superior. Aprende extracción, limpieza y preparación de datos, implementación de algoritmos y arquitectura de sistemas NLP.

• Coursera
• On-Demand
• Paid Course
• 4 courses

Tableauを使いこなしたい分析者のための『ゼロからの Tableau Prep 入門』

1720 ratings at Udemy

分析者がより「筋のよい」データ分析フロー構築のための支援ツール Tableau Prep の入門コースです。

• Udemy
• 4 hours 48 minutes
• On-Demand
• Paid Course

데이터 정리

스프레드시트와 SQL을 활용한 데이터 정리 기술을 습득하고, 데이터 무결성 확인부터 정리 결과 검증 및 보고까지 데이터 애널리스트의 핵심 역량을 개발합니다.

• Coursera
• 22 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Introducción a la Ciencia de Datos con Python

97 reviews

En este curso, aprenderás los conceptos generales de la ciencia de datos utilizando el lenguaje de programación Python. Serás capaz de recolectar contenido en la web, limpiar los datos y prepararlos para su visualización y gestión.

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

• Best of All Time

Introducción a Power BI para los negocios

83 reviews

Aprende a utilizar Power BI Desktop para analizar datos empresariales, crear visualizaciones interactivas y tomar decisiones informadas. Domina la importación, limpieza y presentación de datos de forma eficiente.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Data Science in Python

46 reviews

Learn Python fundamentals, data manipulation with pandas, and basic statistical analysis. Gain practical skills in cleaning, processing, and analyzing tabular data for data science applications.

• Coursera
• 1 day 10 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Mode;  Tableau Microcredential

Business Analytics

19 reviews

Master data fundamentals, Excel, SQL, and Tableau to make data-driven decisions. Learn to collect, analyze, and visualize data, model business scenarios, and effectively communicate findings across industries.

• Udacity
• 3 months 2 weeks 1 day 10 hours 43 minutes
• On-Demand
• Paid Course

Microcredential

Data Science

9 reviews

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 48 weeks, 7 hours a week
• On-Demand
• Paid Course
• 11 courses