Exploratory Data Analysis Courses and Certifications

Microcredential

Business Analytics Graduate Certificate

Study and use analytic languages, build data preparation and communication knowledge, and expand your business analytic mindset through exposure to theory, strategy, and application.

• Coursera
• On-Demand
• Paid Course

NumPy, Pandas, & Python for Data Analysis: A Complete Guide

402 ratings at Udemy

Learn Data Analysis Techniques with Python, NumPy, and Pandas: From Data Cleaning to Advanced Visualization

• Udemy
• 4 hours 41 minutes
• On-Demand
• Paid Course

Data Analysis Bootcamp: Master Data Science Skills

388 ratings at Udemy

Learn Data Analysis With Python, Jupyter, Pandas, Dropna - Learn Data Cleaning, Visualization, and Modeling

• Udemy
• 6 hours 30 minutes
• On-Demand
• Paid Course

Unsupervised Machine Learning

360 ratings at Coursera

Explore unsupervised machine learning techniques, including clustering and dimensionality reduction, to uncover insights from unlabeled data. Gain hands-on experience with algorithms and best practices.

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

Alteryx Designer Beginners Bootcamp

323 ratings at Udemy

Learn Alteryx Designer Desktop and Alteryx Designer Cloud! Packed with assignments and a dedicated course project.

• Udemy
• 5 hours 21 minutes
• On-Demand
• Paid Course

Coursera

Principal Component Analysis with NumPy

298 ratings at Coursera

Implement Principal Component Analysis from scratch using NumPy, conduct exploratory data analysis, and create visualizations with Seaborn and Matplotlib in Python.

• Coursera
• 1 hour 35 minutes
• On-Demand
• Paid Course

Statistical Methods

10 ratings at Coursera

Learn statistical methods through real-life examples, R programming, and probability experiments. Develop skills in data analysis, visualization, and interpretation using RStudio. Gain practical insights applicable to various fields.

• Coursera
• 11 hours 52 minutes
• On-Demand
• Paid Course

Generative AI: Elevate Your Data Science Career

262 ratings at Coursera

Elevate your data science career with cutting-edge generative AI skills. Learn data generation, augmentation, and feature engineering techniques applicable across industries. Gain practical, immediately applicable knowledge.

• Coursera
• 14 hours 28 minutes
• On-Demand
• Paid Course

Microcredential

Analytics Project Ideation

Master the art of data analytics project development, from identifying business opportunities to executing solutions through exploratory, predictive, and causal inference methodologies.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

ChatGPT for Python Data Science and Machine Learning

215 ratings at Udemy

Master Data Analysis, Regression, Classification, Clustering and Pandas Coding with ChatGPT! A Project-based Course.

• Udemy
• 14 hours 10 minutes
• On-Demand
• Paid Course

Python in Excel 2025 Masterclass for Data Science

213 ratings at Udemy

Super-exciting BRAND-NEW Excel Feature for early adopters! Use Pandas, Seaborn, Scikit-Learn & more directly in Excel!

• Udemy
• 7 hours 34 minutes
• On-Demand
• Paid Course

Data Wrangling with Python Project

Apply data wrangling techniques to transform raw data into a refined dataset ready for analysis. Gain hands-on experience in identifying sources, collecting, integrating, and processing data for real-world challenges.

• Coursera
• 1 day 1 hour 41 minutes
• On-Demand
• Paid Course

Data Analysis and Interpretation Capstone

48 ratings at Coursera

Apply data analysis techniques to address real-world societal issues using datasets from industry partners. Develop professional-quality reports showcasing findings and demonstrating acquired skills in data interpretation.

• Coursera
• 8 hours 20 minutes
• On-Demand
• Paid Course

Marketing Analytics Capstone Project

30 ratings at Coursera

Apply marketing analytics skills to conduct exploratory data analysis, examine variable relationships, and develop a predictive model for solving real-world marketing problems.

• Coursera
• 11 hours 1 minute
• On-Demand
• Paid Course

Master Data Analysis with Python - From Beginner to Pro

185 ratings at Udemy

Learn Python for data analysis from scratch build practical skills to land your first job in data science or analytics

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