Data Cleaning Courses and Certifications

Data Analysis with Python

17 reviews

Learn Python-based data analysis using Numpy, Pandas, and visualization libraries. Covers data cleaning, manipulation, and visualization techniques for extracting insights from various data sources.

• freeCodeCamp
• 300 hours
• On-Demand
• Free Certificate

Introduction to Digital Humanities

42 ratings at edX

Develop skills in digital research and visualization techniques across subjects and fields within the humanities.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

MongoDB

Data Wrangling with MongoDB

9 reviews

Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

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

Microcredential

SQL

5 reviews

Master SQL for data analysis, enabling insight-driven decision-making. Learn core commands, advanced techniques, and database management to extract valuable insights from stored data.

• Udacity
• 2 months 2 days 8 hours
• On-Demand
• Paid Course

Applied Text Mining in Python

3809 ratings at Coursera

Learn text mining and manipulation in Python, covering NLTK, regex, text cleaning, classification, and topic modeling for advanced document analysis.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Free Online Course (Audit)

AI-Powered Data Analysis: A Practical Introduction

11 ratings at Coursera

Explore AI-powered data analysis, from foundations to advanced techniques. Learn to leverage tools like ChatGPT for data acquisition, cleaning, visualization, and practical applications across various domains.

• Coursera
• 3 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Aplicaciones de ciencias de datos en los negocios actuales

7 reviews

En este curso pondremos en práctica el potencial que nos ofrece el lenguaje R para darle solución a diversos problemas de los negocios actuales. Desarrollarás diversos proyectos que te permitan formar a tu primer portafolio de proyectos relacionados con…

• edX
• 4 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Creating an Analytical Dataset

Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx.

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

Advanced Data Wrangling

Data wrangling is a set of processes for turning raw and messy data into a clean format to answer interesting questions from the data. In this course, you will learn the three phases of data wrangling: gathering, assessing, and cleaning data.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Building a Reproducible Model Workflow

Learn to build efficient, reproducible machine learning pipelines using MLflow, pytest, and Weights & Biases. Master data validation, experiment tracking, and model deployment for real-world ML projects.

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

Data Preparation and Modeling

Learn to prepare, clean, and model data effectively using Power Query and Power BI. Master relational data concepts, DAX language, and create efficient data models for analysis.

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

Microcredential

Journey into Data Science with Python

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
• On-Demand
• Free Certificate
• 7 courses

Microcredential

Intro to Data Analysis with Python

Master Python-based data analysis fundamentals through hands-on practice with libraries like NumPy and Pandas, from cleaning and preprocessing to statistical analysis and creating compelling visualizations.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Microcredential

Data Analysis 101 with R

Master data analysis fundamentals using R, from data manipulation and cleaning to statistical testing and visualization with ggplot2. Create compelling insights through hands-on practice with real datasets.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Microcredential

Deep Dive into Numpy and Pandas

Master essential data manipulation and analysis using NumPy for numerical computing and Pandas for data wrangling, from basic array operations to advanced transformations and complex data analysis techniques.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses