Data Analysis Courses and Certifications

Mastering Data Analysis in Excel

27 ratings

Build predictive models in Excel: score credit card applicants with binary classification and AUC, quantify uncertainty with entropy, and forecast with linear regression and confidence intervals.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Analysis with Python

32 ratings

Learn data analysis in Python: read data from CSVs, databases, and HTML, clean it, and process and visualize it with Numpy, Pandas, Matplotlib, and Seaborn.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

ExcelIsFun

Excel Data Analysis Basics Class - Data Analysis & BI Made Easy with Excel Power Tools

66 ratings

Learn Excel data analysis using Power Tools: formulas, PivotTables, Power Query, Power Pivot, and Power BI. Create reports, dashboards, and visualizations for effective business decision-making with real-world datasets.

• YouTube
• 6 hours
• Self-Paced
• Free Video

Introduction to Data Science in Python

46 ratings

Clean and analyze tabular data in Python: use lambdas, NumPy, and pandas DataFrames with groupby, merge, and pivot tables, then run t-tests and sampling analyses.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Career Certificate

Data Analyst

63 ratings

Build a repeatable data analysis workflow in Python, from cleaning messy datasets to exploring patterns and communicating insights through visualizations.

• Udacity
• 43 hours
• Self-Paced
• Paid Course

Managing Data Analysis

9 ratings

Manage the data analysis process: sharpen the question, order the right data pulls, direct exploratory analysis and model building, and turn findings into coherent presentations.

• Coursera
• 8 hours 43 minutes
• Self-Paced
• Paid Course

Intro to Data Analysis

6 ratings

Explore a variety of datasets, posing and answering your own questions about each. You'll be using the Python libraries NumPy, Pandas, and Matplotlib.

• Udacity
• 20 hours
• Self-Paced
• Free Online Course

Data Analysis with Python

19794 ratings at Coursera

Learn to import, clean, and explore datasets in Python, then build linear, multiple, and polynomial regression models and refine them with ridge regression and grid search.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

17 ratings

Learn beginner Python data analysis through a real-life project using NumPy, pandas, Jupyter Notebooks, and data-cleaning techniques.

• freeCodeCamp
• 4-5 hours
• Self-Paced
• Free Video

Career Certificate

Data Analysis and Visualization Foundations

31102 ratings at Coursera

Learn to analyze data in Excel spreadsheets—sorting, filtering, summarizing, pivot tables—then build line, bar, pie, treemap and map charts and interactive dashboards with Cognos.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

PwC Career Certificate

Data Analysis and Presentation Skills: the PwC Approach

11116 ratings at Coursera

Learn to turn data into decisions: solve business problems and visualize data in Excel, then present findings persuasively with PowerPoint in a final project.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

MathWorks

Exploratory Data Analysis with MATLAB

38 ratings

In this course, you will learn to think like a data scientist and ask questions of your data. By the end of this course, you will be able to load data into MATLAB, prepare it for analysis, visualize it, perform basic computations, and communicate your re…

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Career Certificate

Intro to Data Analysis with Python

649 ratings at CodeSignal

A beginner path to using Python libraries for cleaning, statistical analysis, hypothesis testing, and visualization in data analyst workflows.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 6 courses

Discovering Data Analysis and Visualization

12 ratings at Udacity

Data analysis and visualization is one of the highest-impact, most in-demand skills. In this course, we'll introduce you to the fundamental concepts and terms that you'll need to step into this world.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

Data Analysis and Visualization Fluency

7 ratings at Udacity

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
• 5 hours
• Self-Paced
• Paid Course