Exploratory Data Analysis Courses and Certifications

MathWorks

Exploratory Data Analysis with MATLAB

38 reviews

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
• 16 hours 50 minutes
• On-Demand
• Paid Course

• Best of All Time

Basic Exploratory Data Analysis with Diamonds

Explore data analysis fundamentals using the diamonds dataset, covering loading, summarization, categorical analysis, statistical grouping, and visualization techniques with histograms and pairplots.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Go Deeper into Exploratory Data Analysis (EDA)

Master advanced data visualization techniques using diamonds dataset to uncover patterns through box plots, scatter plots, violin plots, strip plots, and pairplots for deeper statistical insights.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 reviews

Practical guide to IPL data analysis using Python, covering EDA techniques, data preprocessing, and visualization to extract insights from real-world cricket datasets.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Hands-on Exploratory Data Analysis in Python + ChatGPT 3.5

57 ratings at Udemy

Master Python for EDA with Pandas, Matplotlib, Seaborn, Scikit-learn, and ChatGPT - from Novice to Data Analysis Hero

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

Machine Learning: Exploratory Data Analysis

Learn to retrieve, clean, and prepare data for using real-world tools and techniques. Gain essential skills for machine learning and AI that employers value.

• edX
• 1 week, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 2 Exploratory Data Analysis

60 ratings at LinkedIn Learning

Learn about exploratory data analysis to prepare for the AWS Certified Machine Learning – Specialty (MLS-C01) certification.

• LinkedIn Learning
• 18 minutes
• On-Demand
• Free Trial Available

MathWorks

Data Processing and Feature Engineering with MATLAB

57 reviews

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Paid Course

Shashank Kalanithi

The Google Guide to Exploratory Data Analysis - With Code

Learn to apply Google's Exploratory Data Analysis guide using productivity data, covering data cleaning, visualization, and statistical techniques for insightful analysis and feature selection.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Shashank Kalanithi

Exploratory Data Analysis

Learn techniques for extracting meaningful insights from new datasets through hands-on exploratory data analysis, covering data import, filtering, visualization, and advanced manipulation methods.

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

Great Learning

Exploratory Data Analysis Tutorial - Basics of EDA with Python

Learn Python-based exploratory data analysis techniques to uncover insights, detect patterns, and visualize relationships in datasets for informed decision-making and hypothesis testing.

• YouTube
• 4 hours 32 minutes
• On-Demand
• Free Video

MathWorks Microcredential

Practical Data Science with MATLAB

31 reviews

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

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

School of Chemoinformatics in Latin America

Integration then Interrogation: Exploratory Data Analysis on a Deadline - 2022

Explore strategies for efficient exploratory data analysis, focusing on visualization techniques, predictive modeling, and practical constraints in chemical biology datasets.

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

MLOps World: Machine Learning in Production

Essential Workshop to Exploratory Data Analysis and Feature Engineering

Explore and preprocess data, analyze correlations and distributions, engineer features, and train ML models using a Google Play Store dataset. Improve model accuracy and efficiency.

• YouTube
• 3 hours 10 minutes
• On-Demand
• Free Video

Exploratory Data Analysis in SQL

66 ratings at DataCamp

Learn how to explore what's available in a database: the tables, relationships between them, and data stored in them.

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