Exploratory Data Analysis Courses and Certifications

Statistical Thinking in Python (Part 1)

30 ratings at DataCamp

Build the foundation you need to think statistically and to speak the language of your data.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Exploratory Data Analysis in Power BI

28 ratings at DataCamp

Learn how to build impactful reports with Power BI’s Exploratory Data Analysis (EDA) that uncover insights faster and drive business value.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Build & Host ML Apps (Python) + Top Data Science projects

26 ratings at Udemy

Python Streamlit Apps: EDA | NLP | cancer Prediction | Forecasting | Customer Lifetime Value | Market Basket Analysis

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

Data Literacy in Practice

Learn practical skills to explore and visualize data, following a small business owner's journey. Gain abilities to prepare data, conduct analysis, and share insights using visualizations, suitable for beginners.

• Coursera
• 1 hour 6 minutes
• On-Demand
• Free Online Course (Audit)

Case Study: Analyzing Customer Churn in Tableau

24 ratings at DataCamp

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Exploratory Data Analysis in R

20 ratings at DataCamp

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Statistical Techniques in Tableau

17 ratings at DataCamp

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Case Study: Exploratory Data Analysis in R

15 ratings at DataCamp

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Teradata: Building Analytics Systems

Explore advanced data analytics with Teradata, covering data integration, exploration, pattern analysis, and text analytics. Enhance skills in connecting data sources, cleaning data, and deriving insights using powerful functions and techniques.

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

Coursera Instructor Network

Seaborn: Visualizing Basics to Advanced Statistical Plots

Domina la visualización de datos con Seaborn: desde gráficos básicos hasta avanzados plots estadísticos. Aprende a crear visualizaciones atractivas e informativas para comunicar eficazmente tus insights.

• Coursera
• 1 hour 28 minutes
• On-Demand
• Paid Course

Microcredential

Preparing for Google Cloud Certification: Machine Learning Engineer

Comprehensive program for aspiring ML engineers, covering AI fundamentals, TensorFlow, feature engineering, and MLOps on Google Cloud. Includes hands-on labs and preparation for professional certification.

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

Packt

R Programming for Statistics and Data Science

Master R programming for data analysis and visualization. Learn statistical techniques, hypothesis testing, and regression modeling to extract insights from real-world datasets and make data-driven decisions.

• Coursera
• 8 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute

Data Prep for Machine Learning in Python

Master data preparation techniques for machine learning in Python, from importing and cleaning to feature engineering and selection. Learn imputation, EDA, and transformations for optimal ML model performance.

• Coursera
• 5 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Visualization for Data Analysis with Power BI

Master advanced data visualization and analysis techniques in Power BI, from statistical fundamentals to AI-driven insights, enabling effective data-driven decision making through practical applications and real-world scenarios.

• Coursera
• 4 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Great Learning

Data Analytics for Beginners - Introduction to Data Analytics

3 reviews

Learn data analytics fundamentals, including the data lifecycle, machine learning basics, and exploratory data analysis using Python/R. Gain practical skills for leveraging data to solve problems and make informed decisions.

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