Data Wrangling Courses and Certifications

Microcredential

Become a Data Analyst

Master data analysis skills, Python programming, and practical statistics to launch a successful career in data science with hands-on projects and industry-relevant curriculum.

• Udacity
• 25 weeks
• On-Demand
• Paid Course

Introduction to Data Analysis with Pandas and NumPy

Learn the data analysis process of questioning, wrangling, exploring, analyzing, and communicating data. You will work with data in Python using libraries like NumPy and pandas.

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

Data Analysis and Visualization Fluency

Learn about the data analysis process, key steps in data wrangling, basic data types, summary statistics, how to design good data visualizations, common types of charts and plots, and how to tell a story with your visuals.

• Udacity
• 4 hours
• On-Demand
• Paid Course

Data lakes and Lakehouses with Spark and Azure Databricks

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

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

Comprehensive Data Wrangling and Analysis with Pandas and Numpy

Master advanced data manipulation techniques using Pandas and NumPy, from complex grouping operations to sophisticated preprocessing, scaling, and analysis methods for extracting meaningful insights from datasets.

• CodeSignal
• On-Demand
• Free Certificate

Mastering Data Wrangling with tidyr

Master data wrangling techniques with tidyr to reshape, clean, and transform messy datasets into organized structures. Learn to handle missing values, pivot data frames, and prepare data for comprehensive analysis.

• CodeSignal
• On-Demand
• Free Certificate

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

Data Manipulation in R with dplyr

Master data manipulation techniques in R using dplyr to filter, select, summarize, group, mutate, and reshape datasets effectively for advanced data analysis and transformation.

• CodeSignal
• On-Demand
• Free Certificate

Wrangling Data in the Tidyverse

31 ratings at Coursera

Master data transformation techniques in R to efficiently reshape, manipulate, and analyze datasets using tidyverse packages, enhancing your ability to handle complex data structures and conduct exploratory analyses.

• Coursera
• 14 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Social Network Analysis

5 reviews

Explore social network structures, dynamics, and analysis techniques. Learn to visualize and predict network evolution using computational methods and software tools.

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

Visualization for Data Journalism

67 ratings at Coursera

Explore data visualization techniques for journalism, from chart selection to interactive storytelling. Learn to create compelling visuals using Python, applying design theories and cognitive principles.

• Coursera
• 17 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Statistics with R

Comprehensive R-based data analysis program covering probability, inference, regression, and Bayesian statistics. Develop practical skills for data visualization, wrangling, and reproducible reporting.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Data Analysis with R

Comprehensive R-based data analysis training: from probability and statistics to regression modeling, with emphasis on practical application and effective communication of results.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Data Analysis with R

Master data analysis through R programming, from basic probability to advanced statistical modeling, while learning to create compelling visualizations and reproducible reports for informed decision-making.

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

Data Wrangling, Analysis and AB Testing with SQL

969 ratings at Coursera

Master SQL for data science: clean, analyze, and interpret complex datasets. Apply skills to real-world case studies, including AB testing, for actionable insights.

• Coursera
• 15 hours 33 minutes
• On-Demand
• Free Online Course (Audit)